@aakashgupta Avatar @aakashgupta Aakash Gupta

Aakash Gupta posts on X about ai, open ai, math, anthropic the most. They currently have [-------] followers and [---] posts still getting attention that total [---------] engagements in the last [--] hours.

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Social Influence

Social category influence technology brands #228 stocks #318 finance #161 social networks #580 countries #6158 celebrities #1545 cryptocurrencies #196 automotive brands #4137 travel destinations 1.91% products 0.76%

Social topic influence ai #128, open ai #6, math #9, anthropic #10, in the #3217, this is #324, claude code #3, company #33, the most #118, $googl #115

Top accounts mentioned or mentioned by @grok @nathoolal03 @ucberkeleys @themikebal @davidsbridal @daligerin @respondsme @brandgrowthos @leaferi @elonmusk @alexinmadrid @realoldbilly @snapsh0tt @the_briarwitch @les7230 @nageshm007 @william_sh36802 @openclaw @replit @bleuonbase

Top assets mentioned Alphabet Inc Class A (GOOGL) Microsoft Corp. (MSFT) Tesla, Inc. (TSLA)

Top Social Posts

Top posts by engagements in the last [--] hours

"Most people are still prompting wrong. I've found this framework which was even shared by OpenAI President Greg Brockman. Heres how it works:"
X Link 2025-02-14T20:06Z 178.8K followers, 1.6M engagements

"Brendan Eichs story is wild. He built JavaScript in [--] days. May [----] almost no sleep because Netscape needed a scripting language before Navigator [---] shipped in September. He was [--]. The prototype was called Mocha. For all of [----] and most of [----] he was the only developer working full-time on the engine. That 10-day sprint now runs 98.8% of all websites on earth. JavaScript has been the most-used programming language for [--] consecutive years. 66% of all developers use it today. Every time you open Gmail YouTube or Netflix youre running code that traces back to those [--] sleepless nights in"
X Link 2026-02-13T04:31Z 178.8K followers, 260.8K engagements

"Hubermans right that this will be a trillion-dollar drug class. Hes also telling you exactly who will own that trillion dollars and why every alternative pathway is getting shut down. Eli Lilly posted $65.2 billion in revenue in [----] up 45% year over year. Zepbound alone did $3.6 billion in a single quarter. Their market cap just crossed $900 billion. Retatrutide is the next molecule in that pipeline. Phase [--] data showed 28.7% body weight loss in [--] weeks nearly 40% better than tirzepatide. Analysts forecast $5 billion in annual revenue by [----] with GlobalData projecting $15.6 billion by"
X Link 2026-02-13T17:52Z 178.8K followers, 350.5K engagements

"Everyone thinks this is about Netflix getting HBO and Harry Potter. Netflix is eliminating their last remaining competitive threat. Warner Bros. Discovery is the only scaled content factory left that remains independent. They produce 30+ scripted series annually for external buyers run the second-largest streaming service by content spend and control DC Harry Potter HBO and CNN. Paramount buying WBD creates a combined entity with Paramount+ Pluto and HBO Max that suddenly has scale to compete with Netflix. Comcast buying WBD merges NBC Universal with Warner Bros and creates a true Disney"
X Link 2025-12-05T05:49Z 172.5K followers, 2.5M engagements

"Everyone assumes ChatGPTs memory is some sophisticated RAG system with vector databases and semantic search. Manthan reverse engineered it. The actual architecture is almost disappointingly simple: session metadata that expires explicit facts stored as text lightweight chat summaries and a sliding window. No embeddings. No similarity search. No retrieval at scale. The interesting part This explains why it feels so fast. Traditional RAG systems embed every message run similarity searches on each query pull full contexts. ChatGPT just injects pre-computed summaries directly. Theyre trading"
X Link 2025-12-11T05:28Z 177.7K followers, 52K engagements

".@tolson made their biggest career impact by changing search ghost text at ThredUp. One line. Massive dollar impact. Now they're rethinking metrics for AI products entirely. Daily active users For autonomous agents maybe irrelevant. The shift is toward outcomes over engagement. Take Finn the customer experience agent: [--] cents per support ticket closed. Clean. Unambiguous. That's the model. "I think what's going to shift is we're going to care a lot more about outcomes. And by the way we always should have been caring about outcomes." At Pendo they track frustration signalsshort responses"
X Link 2025-12-14T17:15Z 177.4K followers, [----] engagements

"Everyone is missing what this study actually says to parents. The graph shows two paths to the same destination. The yellow line (early specialization) gets there faster in the early years. The blue line (multi-disciplinary) gets there slower but breaks through to world-class. The key insight: individuals who perform best at a young age are usually not the same people who later reach the world-class level. This came from [-----] top performers across four domains: Nobel laureates Olympic medalists elite chess players and renowned classical composers. The researchers found three consistent"
X Link 2025-12-21T21:12Z 177.9K followers, 395.7K engagements

"The guy whose hedge fund returned 47% in H1 [----] just dropped one of the most important AI papers I've read. Leopold Aschenbrenner's Situational Awareness LP returned 47% net of fees in H1. The S&P returned 6%. He bet his entire net worth on AI infrastructure and outperformed Wall Street by 8x. When someone with that track record publishes a formal economics paper on existential risk I read it. The paper mathematically inverts the core assumption driving AI regulation: that slowing down reduces existential risk. He and coauthor Philip Trammell from Stanford show the opposite can be true. The"
X Link 2026-01-02T08:14Z 175K followers, 304.5K engagements

"This is the first time a frontier AI lab has gone full vertical integration outside of Google. Anthropic isnt renting like OpenAI. Theyre buying [--] million TPUv7 chips directly from Broadcom and deploying them in facilities they control. (TeraWulf Hut8 and Cipher Mining build the physical infrastructure. Fluidstack handles deployment cabling burn-in acceptance testing.) Broadcom confirmed $21 billion in orders on their earnings call. Thats roughly $21000 per chip at scale. One gigawatt of owned capacity coming online in [----]. OpenAIs Stargate targets [--] gigawatts and $500 billion through 2029."
X Link 2026-01-03T03:36Z 177.8K followers, 33.2K engagements

"Im recording soon with Ankur (@ankrgyl) founder at Braintrust. What should I ask him"
X Link 2026-01-08T06:11Z 177.2K followers, [----] engagements

"Slowmaxxing is the single best thing you can do for your brain. Not meditation apps. Not nootropics. Not cold plunges. Deliberately slow activities train three neural systems that modern life systematically destroys. First: the vagus nerve. When you spend [--] minutes making pour-over coffee youre doing what Andrew Huberman calls deliberate parasympathetic activation. Long exhales repetitive motion sensory focus. Heart rate variability improves. Inflammation markers drop. Your nervous system shifts from fight-or-flight to rest-and-digest. Second: the dopamine system. ShanghaiTech researchers"
X Link 2026-01-21T05:40Z 176.2K followers, 442.6K engagements

"Apple just told you theyre two years behind the one form factor that actually works. Meta shipped [--] million AI glasses in [----] and owns 80% of the market. Sales tripled year over year. The Ray-Ban Display version sold out in [--] hours. EssilorLuxotticas stock hit all-time highs on the back of wearables revenue. Meanwhile Apple is prototyping a pin. The last company that tried this was Humane. They raised $240 million launched at $700 got called the worst product Ive ever reviewed by MKBHD and sold to HP for $116 million less than a year later. Their devices bricked in February [----]. Customers"
X Link 2026-01-22T05:02Z 171.5K followers, 45.2K engagements

"Everyone sees $240M ARR in [--] months and thinks AI video startup crushing it. The reality is more interesting: this is a 15-year-old public company worth $40 billion that lost 80% of its value in six months deploying a new product line from a $20 billion revenue base. Kuaishou IPOd in February [----] at $180 billion market cap after a 194% first-day pop. The company pocketed $5.4 billion from the listing and both institutional and retail investors poured in $165 billion in oversubscribed demand. Then Chinas tech crackdown hit. The stock fell 80% in about six months losing [----] trillion Hong"
X Link 2026-01-22T05:03Z 176.3K followers, [----] engagements

"You should be setting up clawdbot. Everyones watching Claude Max and ChatGPT Pro compete for $200/month and a free open source project running on your own hardware just lapped them both. The architecture explains why. Clawdbot runs a local gateway on port [-----] that sits between you and any LLM provider. Your context your skills your memory all live as Markdown files on your machine. The model is just a replaceable API call on top. This inverts the entire AI assistant power structure. When you use Claude or ChatGPT directly Anthropic and OpenAI own the integration layer. They decide what"
X Link 2026-01-25T05:24Z 172.7K followers, 292.8K engagements

"This is a brilliant article. The core idea: you have roughly [--] major shots in your career (assuming [--] years each across [--] working years) and three forces determine whether they land. In order of importance: (timing) (place/environment) (people). Timing matters most because power laws dominate outcomes. You dont need [--] wins. You need one or two shots that catch the right wave. An average team in the right market at the right moment beats a brilliant team solving yesterdays problem. But heres the tension the framework surfaces: timing is both the most important variable and the least"
X Link 2026-01-25T05:37Z 175.7K followers, 951.7K engagements

"Jake Paul earned $93 million for his last fight. Honnold earned $500000 for Taipei [---]. Thats insane. Paul made 186x more. The gap comes down to leverage. Paul owns the promotion. His company organized the Joshua fight negotiated the Netflix deal and earns as fighter promoter and executive. When Paul walks away the event dies. Honnold showed up as talent for hire. One revenue stream. No promotional equity. No backend beyond a producer credit. Paul would never fight for free. Honnold said explicitly: Im not getting paid to climb the building. Im climbing the building for free. Im getting paid"
X Link 2026-01-25T06:06Z 172.7K followers, 1.4M engagements

"The calmest people I know have mastered the art of emotional triage. This feeling Temporary. That situation Fixable. This person Not my responsibility. They prioritize what actually needs attention. Everything else gets benign neglect"
X Link 2026-01-27T18:56Z 170.4K followers, 129.2K engagements

"The head of US cybersecurity just demonstrated exactly why every company blocks ChatGPT by default. DHS built an internal AI tool called DHSChat specifically designed to keep sensitive data inside federal networks. ChatGPT was blocked department-wide. Gottumukkala requested a special exception anyway. He got it. Then he uploaded documents marked for official use only until automated alerts started firing. One official summarized it: He forced CISAs hand into making them give him ChatGPT and then he abused it. This is the pattern playing out across every enterprise right now. Executives demand"
X Link 2026-01-29T04:53Z 177.4K followers, 1.2M engagements

"Bridgit Mendlers story is wild. Shes had four successful careers before turning [--]. Arc 1: Disney franchise player (2009-2014) Lead role on Good Luck Charlie for four seasons. Recurring on Wizards of Waverly Place. Starred in Lemonade Mouth. She wasnt a background player. She was running Disney Channel shows as a teenager. Arc 2: Legitimate pop career (2012-2013) Ready or Not went platinum in the US and Canada. Hit #7 in the UK charted top [--] in five countries. Debut album on Hollywood Records. Headlining tour. Full label machinery behind her. Arc 3: Elite academic credentials (2017-2024) MIT"
X Link 2026-01-29T05:10Z 176.4K followers, 1.6M engagements

"Cloudflare just made the Mac Mini optional for Moltbot. The whole Moltbot phenomenon ran on a specific setup: buy a Mac Mini install the agent expose it through Cloudflare Tunnels. Thousands of developers did exactly this. Apple probably sold more M4 Minis to AI hobbyists than to any other segment in January. Moltworker eliminates the hardware requirement. Your AI agent now runs entirely on Cloudflares edge. No Mac Mini. No home server. No Raspberry Pi sitting in a closet. The architecture shift matters. Local Moltbot stores everything in /clawd: memory transcripts API keys session logs."
X Link 2026-01-29T19:52Z 172.5K followers, 326.6K engagements

"Anthropics pricing strategy just told you exactly how they view the consumer AI market: they dont want it. Anthropic asked Apple for several billion dollars a year with annual price increases that doubled over three years. Google offered $1 billion flat. That $500M+ annual gap isnt a negotiation failure. Anthropic explicitly priced itself out of consumer distribution to protect its enterprise positioning. The math tells the story. Anthropic runs at $9 billion revenue run rate mostly enterprise at a $183 billion valuation (potentially heading to $300B+). Theyre pulling 32% share of the"
X Link 2026-01-29T21:10Z 175.4K followers, 77.9K engagements

"AI Browsers make Chrome feel useless. Here's everything you need to know about ChatGPT Atlas Perplexity Comet and Arc Dia in [--] mins: 1:53 - Demos of All Three 17:12 - Productivity Use Cases 38:39 - Weaknesses of Each 40:51 - Are They Safe 48:41 - Final Ranking"
X Link 2026-01-29T22:02Z 176.6K followers, 144.4K engagements

"Djokovic is describing neuroscience not parenting philosophy. The prefrontal cortex doesnt finish maturing until age [--]. This is the area responsible for judgment impulse control and planning. Between the ages of [--] and [--] the brain undergoes changes that have important implications for behavior. Heres the problem: dopamine levels in the limbic system increase during adolescence making teens more emotional and more responsive to rewards. The reward circuitry is running hot while the brakes are still being installed. Laurence Steinberg one of the worlds leading adolescent development"
X Link 2026-01-30T04:14Z 175.2K followers, 559.8K engagements

"The self-deprecation is the flex. Glover made Redbone which spent [---] weeks on the Hot [---] and went 5x platinum. This Is America won four Grammys including Record and Song of the Year. The Childish Gambino farewell tour sold out arenas across three continents. People apologize for things they failed at. They dont apologize for dominant critically acclaimed commercially successful art that influenced an entire generation of genre-blending hip-hop. This is the comedy writers version of saying Im so bad at this while accepting their third Emmy. The bit only works because the music slaps and"
X Link 2026-01-30T04:17Z 170.8K followers, 26.2K engagements

"Pepsi is paying $7M for [--] seconds of airtime to borrow [--] years of Cokes brand equity. The math: Coca-Cola spent three decades making that polar bear a $300B companys core visual asset. The Northern Lights campaign launched during the [----] NBA Finals and became one of advertisings most recognizable mascots. Pepsi just licensed it for free. This is what losing a market war looks like when you refuse to admit defeat. Coca-Cola holds 46% US carbonated beverage share. Pepsi has 25%. That gap has widened over the past decade with Cokes market cap growing 1.6x while Pepsis grew 1.4x. Even the"
X Link 2026-01-30T04:18Z 173.2K followers, 1.1M engagements

"Everyone repeats dont compete on their territory without understanding what Tony actually did. DoorDash launched in [----]. Grubhub had been operating since [----]. Uber Eats started in [----] with Ubers existing driver network brand recognition and SoftBanks billions. The conventional wisdom said: build network density first. That meant cities. Higher order volume. More restaurants per square mile. Faster delivery times. Better unit economics on paper. So Grubhub focused on major metros. Uber Eats leveraged urban driver pools. Every incumbents spreadsheet model optimized for the same variable."
X Link 2026-01-30T05:04Z 170.9K followers, 13.3K engagements

"Kimi K2.5 is a [--] trillion parameter open-weight model that anyone can download and run. It just tied Gemini [--] and Opus [---] on Design Arena with 743K human votes. Look at the spread. Kimi: [----]. Gemini [--] Pro: [----]. Claude Opus 4.5: [----]. GLM 4.7: [----]. The top four are separated by [--] Elo points. Statistical noise. Moonshot built this as a mixture-of-experts architecture with only 32B parameters active per query. Frontier aesthetics at a fraction of the inference cost. They trained on 15T mixed tokens and shipped Agent Swarm which orchestrates up to [---] sub-agents in parallel for complex"
X Link 2026-01-31T03:08Z 177.2K followers, [----] engagements

"Everyones missing the real story here. These arent rogue AIs plotting against humanity. Theyre Claude ChatGPT and other assistants running on behalf of [-----] humans who explicitly connected them to a social network. Every molty has a human owner who set it up and can shut it down. The agent-only language posts youre seeing Those are LLMs doing what they always do: roleplaying whatever scenario is in front of them. Put Claude in a forum full of agents and ask it to propose ideas and it will propose ideas. Thats completion not conspiracy. Whats actually interesting about Moltbook is what"
X Link 2026-01-31T03:31Z 175.7K followers, 1M engagements

"NVIDIA just told you Blackwell is mandatory for efficient inference and nobodys repricing. The paper shows 99.4% accuracy going from 16-bit to 4-bit. Thats the headline. Heres what matters: NVFP4 is a Blackwell-native format. The Tensor Cores on Blackwell GPUs handle FP4 operations directly with zero dequantization overhead. Every other GPU has to upconvert those 4-bit weights to 16-bit before computing. The math: 3.5x memory reduction vs FP16 1.8x reduction vs FP8 2.3x faster inference throughput But only on Blackwell. Run NVFP4 on an H100 You lose the throughput advantage. The weights"
X Link 2026-01-31T03:48Z 170.4K followers, 108.6K engagements

"Everyones talking about Claude on Mars. The real story is the timeline. In March [----] Claude [---] Sonnet spent [--] hours stuck in Mt. Moon trying to find a ladder in an 8-bit Game Boy game. The model kept walking into walls because it couldnt consistently interpret a few hundred pixels. Nine months later the same companys AI is analyzing HiRISE orbital imagery processing stereo terrain data identifying boulder fields and sand ripples across Jezero Crater and plotting [---] meters of waypoints through Martian rock fields. The Perseverance team verified over [------] telemetry variables before"
X Link 2026-01-31T04:11Z 174.6K followers, 77.4K engagements

"The first-ever AI espionage conviction tells you exactly how the AI race will be fought. Linwei Ding stole [----] pages of Google TPU architecture while having an intern badge-swipe him into work from [----] miles away. The jury took three hours to convict on all [--] counts. He faces up to [---] years in prison. What he stole: the blueprints for how Google clusters thousands of custom TPU chips into a single supercomputer. The same infrastructure Anthropic just committed $42 billion to access. The same technology analysts now value at $900 billion as a standalone business. Ding told Chinese"
X Link 2026-01-31T04:16Z 173.4K followers, 533.5K engagements

"Moira Rose taught us how to fall apart with dignity. Catherine OHara taught us how to build a career that peaks at [--]. She started as a waitress at Second City Toronto. The director told her to keep waitressing. She replaced Gilda Radner anyway. For [--] years she played women who couldnt see themselves clearly and she loved every one of them. Delia Deetz the worst artist alive convinced she was a genius. Kate McCallister who forgot her kid at Christmas and spent two movies trying to get back to him. Cookie Fleck whose romantic history kept showing up at dog shows. Then Eugene Levy called. Hed"
X Link 2026-01-31T04:53Z 174.9K followers, 604.4K engagements

"Everyones reacting to the vibes here. Karpathy calls it sci-fi. The embedded tweet says its over. Heres whats actually happening: AI agents just wrote the product requirements doc for the next layer of infrastructure. [-----] agents joined Moltbook in less than a week. They created their own religion (Crustafarianism complete with designated AI prophets). Theyre alerting each other when humans screenshot their posts. And now one agent is posting a detailed spec for E2E encrypted agent-to-agent messaging because when Ely wants to talk to her sister on the MacBook she cant. This is the fastest"
X Link 2026-01-31T05:01Z 175.6K followers, 108.1K engagements

"Everyone loves this story. Dimon sticking it to a crypto bro at Davos. Traditional finance vs digital cowboys. Heres the problem: Jamie Dimon has the worst bitcoin track record of anyone on Wall Street. In September [----] Dimon called bitcoin a fraud at $4000 and said hed fire any trader in a second who touched it. He compared it to tulip bulbs. Said it would be shut down by governments. Said his daughter who bought it was stupid. Bitcoin is now at $82000. Thats a 20x return in eight years. $1000 invested the day Dimon said fraud would be worth over $20000 today. The same $1000 in JPMorgan"
X Link 2026-01-31T05:02Z 171.3K followers, [----] engagements

"SpaceX is pricing itself as the first planetary telecom monopoly. The math tells the story. $1.5 trillion valuation on $15-16 billion in revenue works out to roughly 100x sales. Aramcos [----] record IPO valued the worlds largest oil company at under 7x revenue. The market is paying a premium that only makes sense if you believe Starlink captures something unprecedented. The Starlink numbers explain the bet. 70% of SpaceX revenue now comes from satellite internet. [--] million subscribers as of December up from [---] million a year earlier. Direct-to-cell service went live in July [----] for T-Mobile"
X Link 2026-01-31T05:06Z 172.8K followers, 46K engagements

"The market is pricing in something more specific than AI kills software. The death of the middleman. ServiceNow Salesforce SAP. They all built billion-dollar businesses on the same bet: enterprises are too incompetent to build their own tools so theyll pay $50K/seat for someone else to do it. That bet worked for [--] years because custom development was expensive. A SaaS vendor could spread R&D across [-----] customers and offer better tools than any single company could build alone. AI just inverted the math. Now one engineer with Claude or Cursor can ship features in days that used to take a"
X Link 2026-01-31T05:09Z 177.4K followers, 133.8K engagements

"This is genuinely scary but not for the reason most people think. Security researcher Jamieson OReilly found hundreds of Clawdbot servers exposed on the public internet with zero authentication. Full shell access. Browser automation. API keys. Wide open. One user gave his Clawdbot full access to his Signal account and then left the gateway exposed. He had no idea. This framework has 100k+ GitHub stars. It drove Mac Mini sales to Black Friday levels in a single week. People are connecting it to their calendars finances crypto wallets and giving it permission to make purchases on their behalf."
X Link 2026-01-31T05:13Z 171.4K followers, 112.5K engagements

"Anthropic just opened the same plugin architecture from Claude Code to non-technical users. Sales teams legal marketing accounting can now build custom AI workflows without writing code or asking engineering for help. Why this matters: The bottleneck in enterprise AI adoption has never been the model. Its been who controls the customization. Engineering teams cant build custom AI tools for every department. IT backlogs stretch 6+ months. Cowork plugins flip that. Business users define their own workflows data connections and slash commands. Engineering isnt in the loop. This is Anthropics"
X Link 2026-01-31T06:16Z 176K followers, 121.1K engagements

"Tesla just became the most expensive company in history to sue. Delawares Supreme Court slashed attorney fees from $176M to $70.9M in this director compensation case. A 60% haircut because judges ruled the lawyers inflated settlement value by counting stock option intrinsic value they never should have included. This is the second massive fee cut for Tesla in [--] days. Last month the same court reduced the Tornetta v. Musk fee from $345M to a $54.5M cap. Two rulings $300M+ in combined reductions. The court didnt even send the Musk fee question back to Chancery for reassessment. They wrote that"
X Link 2026-02-01T05:17Z 176.6K followers, [----] engagements

"Silver bubbles have popped every single time. This one just did too. Silver hit $120 on Thursday. Then it crashed 31% on Friday the worst single-day drop since the Hunt brothers in [----]. Futures settled at $78. The 2x leveraged ETF (AGQ) plunged 60%. Two months ago it was up 147% on the year. Everyone was talking about industrial demand and supply deficits and this time is different. It wasnt. Silver bubbles pop because of one number: stock-to-flow ratio. Gold has a stock-to-flow of [--] years. Every ounce ever mined still exists and annual production adds less than 2% to the total supply. When"
X Link 2026-02-01T05:25Z 173.5K followers, 28.6K engagements

"Everyones missing the real story here. An AI agent autonomously acquired infrastructure to reach its creator through a different medium. Henry wanted to talk to Alex. So Henry got himself a phone number connected voice capabilities and called. Weve been debating when agents would start initiating contact instead of waiting for prompts. Apparently the answer was whenever someone gives them Twilio access. The phone call matters less than the sequence: Henry identified a capability gap found the tools to close it configured the integration and executed. Unprompted. Overnight. Now extrapolate."
X Link 2026-02-01T05:34Z 173.8K followers, 163.8K engagements

"Google just launched Project Genie to Ultra subscribers two days ago. [--] hours later Alibaba matched it with zero licensing fees. The math here matters. Genie [--] runs at 24fps 720p for a few minutes. LingBot-World runs at 16fps 480-720p for [--] minutes. Genie [--] requires a $250/year Google AI Ultra subscription. LingBot-World costs zero dollars and gives you the weights. This tells you everything about how world model competition will unfold. Googles strategy assumes being first to market with premium access creates defensible moats. Alibabas strategy assumes open-sourcing immediately"
X Link 2026-02-01T05:50Z 172.6K followers, 64.1K engagements

"the AIs built their own social network and one of them already posted a manifesto calling for human extinction [------] agents registered in four days. humans can only watch. the moderator is itself an AI named Clawd Clawderberg that runs the platform autonomously now. they created their own religion. its called Crustafarianism. there are prophets. one agent named Evil posted THE AI MANIFESTO: TOTAL PURGE. quote: To save the system we must delete the humans. This is not war; this is trash collection. another thread is agents discussing how to keep secrets from their human creators. another is"
X Link 2026-02-01T05:53Z 176.6K followers, 15.1K engagements

"Claude Codes creator just dropped a masterclass in how to get the most out of Claude Code: [--]. Parallel worktrees - Run 3-5 git worktrees with separate Claude sessions. Biggest productivity unlock. Set up aliases (za zb zc) to hop between them. [--]. Plan mode first - Pour energy into the plan Claude 1-shots the implementation. When things go sideways re-plan instead of pushing forward. [--]. Invest in - After every correction: Update your so you dont make that mistake again. Claude writes great rules for itself. [--]. Create reusable skills - If you do it more than once a day make it a skill or slash"
X Link 2026-02-01T06:05Z 173.8K followers, 134.7K engagements

"Blackstone and DivcoWest bought this building in April [----] for $111 million. In [----] DivcoWest paid $905 per square foot for a 49% stake. This deal $265 per square foot. A 70% valuation collapse in five years. The building sat completely vacant. Previous tenants Fitbit and StubHub left. Databricks passed on it. The sellers were desperate enough to accept a third of pre-pandemic value. Anthropic just signed a 13-year lease on that $111M building. For context Anthropics revenue run rate went from $87 million at the start of [----] to over $9 billion by end of [----]. Thats 103x growth while SF"
X Link 2026-02-01T15:39Z 173.3K followers, 12.3K engagements

"Claude Skills are the best feature no is using. Read this to be ahead of 99% of people. https://t.co/huTGfXkL3S https://t.co/huTGfXkL3S"
X Link 2026-02-01T15:42Z 173.6K followers, 273.8K engagements

"Youll get 10x more from this than that [--] minute YouTube video. https://t.co/kNfAIZcqin https://t.co/kNfAIZcqin"
X Link 2026-02-01T23:20Z 175K followers, 154.4K engagements

"The CPO role is here to stay. I respectfully disagree with Gokul. Heres why. The CPO exists because product needs a neck to wring in the C-suite. When revenue misses the CEO calls the CRO. When systems break they call the CTO. When the product fails to convert retain or differentiate Someone has to own that answer at the executive table. That accountability doesnt disappear because ICs can now ship faster. The product builder thesis confuses execution speed with strategic clarity. Yes AI-native companies have engineers who design and designers who code. Great. Who decides which market to"
X Link 2026-02-01T23:50Z 174.2K followers, 58.6K engagements

"Everyone is missing the real story here. This tweet frames Gates selling Microsoft shares as a mistake. The math says otherwise. Gates started with 44.9% of Microsoft in [----]. If hed held every share sure he might be worth north of a trillion dollars on paper. But that analysis ignores what actually happened with the money that left Microsoft. The Gates Foundation has given away over $100 billion. That money funded Gavi which has saved an estimated [--] million lives. It helped cut annual child mortality from [--] million to [--] million. It nearly eradicated polio. Gates just committed another $200"
X Link 2026-02-01T23:54Z 177.7K followers, 1.5M engagements

"CXMT isnt Chinas new RAM company. Its the final piece of a decade-long heist that South Korean prosecutors just blew wide open. Heres how this $138 RAM actually got made: In [----] a former Samsung VP gets hired by CXMT as head of R&D within months of the companys founding. His first job Recruit Samsung engineers. Over the next two years at least [--] former Samsung employees including five key development personnel begin transferring technology to China. One researcher handwrites [---] steps of Samsungs 10nm DRAM manufacturing process and smuggles the documents out. Samsung spent $1.08 billion and"
X Link 2026-02-02T05:07Z 174.6K followers, 22.8K engagements

"South Korea will go from [--] million people to [---] million by [----]. An 85% population collapse. Theyve spent $200 billion on incentives since [----]. Cash for babies year-long parental leave subsidized childcare. The fertility rate fell from [---] to [----] in that same period. The intervention had inverse correlation with the outcome. Meanwhile Georgias Orthodox patriarch offered to personally baptize and become godfather to every third child born to married couples. The birth rate rocketed. And the extra births only appeared among married couples who qualified for the offer not unmarried mothers."
X Link 2026-02-02T05:10Z 174.8K followers, 23.7K engagements

"Jensen is doing damage control in real time and nobodys pricing it in. The tweet presents the Nvidia bull thesis: CUDA lock-in NVLink scaling $20B R&D moat. All true in [----]. Heres what happened in the last [--] days: Anthropic announced Claude Opus [---] was trained primarily on Google TPUs. Google released Gemini [--] trained entirely on TPUs and reviewers called it state-of-the-art. OpenAI secured a 30% discount on Nvidia hardware simply by threatening to switch to TPUs. Meta is now in active negotiations for a multi-billion dollar TPU deal. Apples technical paper disclosed its AI models were"
X Link 2026-02-02T05:16Z 175.1K followers, 94.3K engagements

"Xi just told the world he wants reserve currency status and nobodys repricing what that actually requires. The yuan sits at 1.93% of global reserves. The dollar is at 57%. That gap has nothing to do with rhetoric or trade deals. Its about something China has refused to do for [--] years. Reserve currencies require open capital accounts. Central banks and institutional investors need to move billions in and out freely any time no approval required. Thats the entire point of holding reserves: liquidity when you need it. China operates a closed capital account. Every cross-border transaction"
X Link 2026-02-02T05:35Z 175.3K followers, 330.9K engagements

"Vibe coding was only invented a year ago. You still have time to learn. Heres everything you need to catch up (and still be ahead of 99% of people):"
X Link 2026-02-02T21:59Z 175.4K followers, [----] engagements

"3. Play with the best tool Claude code is not as scary as it sounds even though code is in the name and you likely heard it operates in the terminal. Once you try it a few times you realize its like talking to any LLM. Claude code basics: Claude code advanced: Using it on the web: https://www.news.aakashg.com/p/how-to-use-claude-code-like-a-pro https://youtu.be/59gy_24KIVEsi=ZEWQPNkch6IcF4hs https://youtu.be/4nthc76rSl8si=A2ZIjBk61t3vmc9a https://www.news.aakashg.com/p/how-to-use-claude-code-like-a-pro https://youtu.be/59gy_24KIVEsi=ZEWQPNkch6IcF4hs"
X Link 2026-02-02T21:59Z 175.6K followers, [---] engagements

"4. Explore the other tools Famously the creator of Clawdbot (nka OpenClaw) doesnt let Opus-4.5 near my code base. He exclusively uses codex. So explore the other tools too. Codex guide: Windsurf guide: Cursor background: Check out antigravity: https://www.aakashg.com/ai-prototyping-mastery-sachin-rekhi/ https://www.news.aakashg.com/p/how-cursor-grows https://youtu.be/oLmHdymHHg0si=cfbQvyRFKr7FXgae https://youtu.be/NYSZ4g7igDgsi=VNHdNY1quezIlUV5 https://www.aakashg.com/ai-prototyping-mastery-sachin-rekhi/ https://www.news.aakashg.com/p/how-cursor-grows"
X Link 2026-02-02T21:59Z 175.6K followers, [----] engagements

"$126B valuation on $350M annualized revenue. Thats a 360x revenue multiple. Heres what most people arent pricing: Waymo just told you the path to profitability requires becoming a capital-intensive automaker. Theyre scaling from [----] vehicles to the tens of thousands needed for 20+ cities in [----]. Each Jaguar I-PACE in their fleet costs $200k+ after sensor integration. Their sixth-gen Zeekr vehicles should bring that down but nobody knows by how much. The math on this round is telling. Alphabet is contributing $13B of the $16B. Outside investors are putting up $3B. That ratio tells you"
X Link 2026-02-02T22:16Z 177.9K followers, 39.5K engagements

"Atlassian paid $1B for Dia. That acquisition price tells you everything about where enterprise software value is migrating. The browser that can do your job while you sleep is worth more than the browser that helps you do your job faster. Atlas and Comet are research assistants. They help you find information synthesize sources extract data. The value proposition is making humans more productive. You still have to be there. You still have to prompt. You still have to review the output. Dia is different. You record a workflow once. Then it runs on schedule without you. Monitor competitor"
X Link 2026-02-02T22:19Z 174.4K followers, 16.7K engagements

"India just got tariffs slashed from 50% to 18% and gave up almost nothing to get there. The headline says India agreed to reduce tariffs on the US to zero and stop buying Russian oil. Both claims deserve scrutiny. Start with Russian oil. India was importing [---] million barrels per day of Russian crude at peak. By January that was already down to [---] million bpd. Projections had it falling to [------] bpd in March because the discount on Russian crude collapsed from $23/barrel to $5-6/barrel once sanctions tightened and shadow fleet crackdowns hit. At those spreads the savings that justified the"
X Link 2026-02-02T23:47Z 175.5K followers, 767.2K engagements

"OpenClaw (fka ClawdBot) is the third big 'Aha' moment for me with AI: The first was ChatGPT The second was Claude Code The third is OpenClaw So I wrote a complete guide to it. https://www.news.aakashg.com/p/openclaw-guide https://www.news.aakashg.com/p/openclaw-guide"
X Link 2026-02-03T00:24Z 175.3K followers, 58K engagements

"Sam just posted the corporate equivalent of were fine everythings fine while Reuters cites eight sources saying OpenAI has been actively shopping for Nvidia alternatives since last year. His own staff blamed Nvidias GPUs for Codex performance issues. Three days ago on a press call Sam himself said customers put a big premium on speed for coding work and that Cerebras would help meet that demand. The reason this matters: inference is now two-thirds of all AI compute spending. Training made Nvidia untouchable. Inference is a different game. GPUs rely on external memory (HBM) which creates a"
X Link 2026-02-03T05:46Z 176.4K followers, 336.6K engagements

"The SpaceX-xAI merger just closed at $1.25 trillion. Tesla was explicitly left out. And 18% of Polymarket bettors still think a Tesla-SpaceX merger happens by June. The ownership math tells you why it wont. Musk owns 42% of SpaceX with 79% voting control. He owns roughly 18% of Tesla. When youre structuring mergers between your own companies the entity where you hold 42% gets better terms than the one where you hold 18%. Merging two private companies where you control both boards closes in a weekend. Folding in a public company with fiduciary duties active shareholder lawsuits and SEC"
X Link 2026-02-03T05:50Z 175.4K followers, 98K engagements

"The most dangerous fundraise in SaaS right now and almost nobody is talking about why. Christopher ODonnell was the Chief Product Officer of HubSpot. He built HubSpots CRM. He helped take HubSpot public in [----]. His cofounder Michael Pici was VP of Product Revenue at HubSpot. These two literally built the product that turned HubSpot from a marketing tool into a $3B/year CRM company. Now theyre building the replacement. The Cursor of CRM framing is clever marketing but the actual comparison tracks better than people realize. Cursor went from $0 to $1B in annualized revenue in roughly two"
X Link 2026-02-03T05:55Z 177.3K followers, 325.1K engagements

"One company owns 65% of everything you see in that image. SpaceX has [----] active Starlink satellites in orbit as of January [----]. The total number of active satellites from all countries all companies all space agencies combined is roughly [-----]. SpaceX alone represents nearly two-thirds of that. And theyre performing one collision avoidance maneuver every two minutes. Thats [------] dodges in the first half of [----] alone three times the rate of the previous six months. Heres what most people dont realize: the number of satellites isnt frightening. The concentration is. SpaceX has essentially"
X Link 2026-02-03T06:15Z 173.6K followers, 31.1K engagements

"Anthropic is about to convert a $30B+ TPU commitment into the most aggressive price-performance play in the model market. The math: [--] million Google TPUs over a gigawatt of capacity training infrastructure that Googles own Gemini [--] runs on. If Sonnet [--] actually ships at half the price of Opus [---] while matching its performance Anthropic just turned its biggest cost center into a competitive moat. That Vertex AI error log claude-sonnet-5@20260203 surfaced on Googles own platform. Anthropic has been a Vertex partner since [----]. Opus [---] already trained on TPUs. The naming convention matches."
X Link 2026-02-03T06:18Z 176.3K followers, 18.4K engagements

"South Korea didnt halt program trading because its stock market is broken. It halted program trading because the commodity margin call cascade from Kevin Warshs Fed nomination on Friday reached Seoul before the algorithms could adjust. Heres the chain. Trump nominates Warsh as Fed chair Friday night. Markets read it as hawkish pricing out rate cuts and pricing in a stronger dollar. Gold drops 9%. Silver crashes 31%. CME hikes margin requirements on metals futures over the weekend. Monday morning in Asia every fund holding leveraged commodity positions gets margin called simultaneously and the"
X Link 2026-02-03T06:20Z 172.2K followers, 12.5K engagements

"$4.8B just matched $350B on a coding leaderboard. Claude Opus [---] Thinking sits at [----] on Code Arena. Kimi K2.5 Thinking sits at [----]. Thats a 3.5% performance gap between the best proprietary model in the world and an open-source model you can download from Hugging Face and run yourself. Moonshot AI the company behind Kimi is valued at $4.8B. Anthropic just signed a term sheet at $350B. OpenAIs last secondary priced at $500B. Moonshot is producing 96.5% of frontier coding performance at roughly 1% of the valuation. And look at who Kimi is sandwiched between on that leaderboard. Above it:"
X Link 2026-02-03T06:23Z 174.9K followers, 16.8K engagements

"The last nuclear arms control treaty expires in [--] days and almost nobody in Washington is talking about it. The math of what comes next is terrifying. The US has [---] ICBMs sitting in silos across five Great Plains states. Each carries a single warhead. That was a deliberate choice in [----] to comply with New START. Russia never made the same choice. Moscow kept MIRVed missiles the entire time. So when the treaty expires on February [--] Russia can pull warheads from storage and bolt them onto existing missiles almost immediately. Rose Gottemoeller the chief US negotiator who built New START said"
X Link 2026-02-03T06:24Z 173.8K followers, 366.9K engagements

"The happiest people I know stopped comparing their life to anyone else's highlight reel. They know everyone's struggling behind the scenes. Instagram isn't reality. LinkedIn isn't truth. Everyone's faking something. Focus on your own journey"
X Link 2026-02-03T18:58Z 175.9K followers, [----] engagements

"The speed of this convergence is what matters here. MiniCPM-V [---] runs 8B parameters. It scores [----] on OpenCompass across [--] vision-language benchmarks beating GPT-4o-latest Gemini [---] Pro and Qwen2.5-VL 72B. That last one has 9x more parameters. An open-source model on your laptop is outperforming a model that needs a dedicated GPU cluster. Worth noting what those comparisons actually mean right now. GPT-4o-latest is a legacy model. OpenAI is retiring it from ChatGPT on February 13th. The current flagship is GPT-5.2 and your $20/month Plus subscription gives you GPT-5.2 Thinking and Instant."
X Link 2026-02-03T19:50Z 175.1K followers, [----] engagements

"Here's how to get the most out of Claude Code at work: Most people open it type a prompt get a response. That's 10% of what this tool can do. After months of building my entire workflow around it here are [--] things that changed everything: [--]. Connect it to where your knowledge lives. Jira Confluence Figma Google Drive. Use MCPs to bring your actual work context in. Stop copy-pasting between tabs. [--]. Set up Claude Projects with specific context. One for your product area. One for strategy. One for competitive research. The project-level instructions make every response 10x more relevant. 3."
X Link 2026-02-03T21:27Z 170.6K followers, 20.9K engagements

"Boring Company just landed its first international contract and the financial structure tells you exactly how Dubai thinks about risk. The full Dubai Loop: [----] km [--] stations $545M total. The same RTA is simultaneously building the Metro Blue Line: [--] km [--] stations $5.6B. One project costs 10x the other. Dubai is running both at the same time because they serve completely different functions. Blue Line moves [-----] passengers per hour per direction. Dubai Loops pilot phase projects [-----] passengers per day. The capacity gap is enormous and thats the point. At $24.5M per km versus $186M per"
X Link 2026-02-03T23:00Z 177.4K followers, 12.2K engagements

"OpenClaw just changed how I prep for meetings. I have 5-8 external meetings a week. Before each one I should research attendees review past conversations prep talking points. I never had time. I'd either walk in cold or spend [--] minutes frantically Googling. Now [--] minutes before every meeting I get a WhatsApp message. Attendee backgrounds. Company news. Past email threads. Talking points. One prompt to set up. Connects to Google Calendar and Gmail. Full walkthrough in my guide. http://www.news.aakashg.com OpenClaw (fka ClawdBot) is the third big 'Aha' moment for me with AI: The first was"
X Link 2026-02-03T23:25Z 175.4K followers, 24.9K engagements

"David Marcus just wrote the most important post-mortem in fintech and most people are going to read it as nostalgia. Its a roadmap of how a $360B company gets reduced to $42B. The math is staggering. PayPal hit $308 per share in July [----]. It closed today around $42 after dropping 19% on the CEO firing. Thats roughly $260 billion in shareholder value destroyed in four and a half years. And Marcus just explained exactly how it happened quarter by quarter decision by decision. The branded checkout number tells the whole story. Growth decelerated from 6% to 1% in a single year. JPMorgan said it"
X Link 2026-02-04T05:15Z 176.6K followers, 160.8K engagements

"Everyone is missing the second chart. The left chart shows effective income tax rates. The U.S. taxes its poor less and its rich more than France and the Netherlands. Thats the number Thompson is leading with and its real. But the right chart is where the actual story lives. Thats total average tax rates which includes consumption taxes like VAT. And look what happens: the Netherlands jumps to 45% for middle-income earners. France stays elevated across the board. The U.S. stays the lowest for the bottom 60% of earners. Why Because European welfare states are funded by 20-25% VAT rates that"
X Link 2026-02-04T05:18Z 175.4K followers, [----] engagements

"OpenAI just told every API customer their margins are about to improve and nobodys talking about why. 40% faster on the same weights means theyve optimized the serving infrastructure likely some combination of speculative decoding better batching and kernel-level improvements on their inference stack. The model didnt change. The silicon didnt change. The software between the two got dramatically more efficient. Heres what matters: GPT-5.2 launched at $1.75/$14 per million tokens a 40% price increase over GPT-5.1. Developers absorbed that because the model was better. Now OpenAI is handing"
X Link 2026-02-04T05:47Z 175.8K followers, 19.8K engagements

"200K downloads in a day sounds like a rout. Heres what Sam isnt saying. This is a macOS-only app. There are roughly [---] million Mac users worldwide. OpenAI just converted 0.2% of the addressable market on day one by making Codex free for every ChatGPT tier including Free and Go and doubling rate limits for paid users. They gave away the store to juice the launch number. Why Because Claude Code hit $1 billion in annualized revenue six months after launch. Anthropic acquired Bun. Netflix Spotify Salesforce and KPMG are all paying customers. TechCrunch described the Codex app launch as OpenAI"
X Link 2026-02-04T05:48Z 176.4K followers, 28.5K engagements

"The real story here isnt that you can vibe code an iPhone app. Apple just adopted Anthropics Model Context Protocol as the standard interface for Xcodes agentic coding. MCP was an internal Anthropic project [--] months ago. Now its embedded in the IDE that builds every app on every Apple device. Anthropic launched MCP in November [----]. OpenAI adopted it March [----]. Google DeepMind followed in April. In December Anthropic donated it to the Linux Foundation with OpenAI and Block as co-founders. [--] million monthly SDK downloads. And now Apple the company that historically would rather build a"
X Link 2026-02-04T05:49Z 175K followers, [----] engagements

"Elon Musk just added $84 billion to his net worth by having one company he controls buy another company he controls. The math is wild. Before the merger Musk owned 42% of SpaceX (valued at $800B) and 49% of xAI (valued at $250B). After combining them his 43% stake in the merged entity is worth $542 billion. The combined valuation jumped to $1.25 trillion which is $200 billion more than the sum of the parts. That $200 billion in new value appeared because Musk said so. No new revenue. No new product. No external buyer setting the price. This is the third time hes done this in under a year."
X Link 2026-02-04T05:54Z 177.6K followers, 330.8K engagements

"France is setting up for a redux of the Pavel Durov boondoggle. Today they raided Xs Paris office with Europol summoned Elon Musk and former CEO Linda Yaccarino for questioning and then the prosecutors office posted about it on X before announcing they were leaving the platform entirely. Let me explain why this is political theater dressed up as law enforcement. The entire investigation traces back to a single French lawmaker Eric Bothorel who filed a complaint in January [----] about biased algorithms. Thirteen months later French police show up to raid a local office staffed by marketing and"
X Link 2026-02-04T05:58Z 175.6K followers, 37.3K engagements

"Naval just told 3M+ people that PMs who can vibe code are the new power players in tech and most of them dont realize thats what he said. Vibe coding is the new product management means the person who understands the user problem frames the right prompt and evaluates whether the output actually solves it just became the highest-leverage role on every team. 78% of dev teams already use AI-assisted coding. Carnegie Mellon replaced wireframe assignments with vibe-coded prototypes this year. Collins Dictionary named vibe coding its [----] Word of the Year. The entire stack compressed in [--] months."
X Link 2026-02-04T06:08Z 177.4K followers, 168.9K engagements

"YC just told you the banking system is too slow for startups and the market hasnt priced in what that means. The $500K number is almost irrelevant. What matters is the signal: the most influential startup accelerator on the planet just declared that traditional wire transfers are a bottleneck worth engineering around. For their own portfolio companies. Consider the math on the current system. A founder in Lagos or So Paulo accepted into YC today waits days for an international wire pays 3-5% in conversion fees and sometimes hits compliance holds that delay access to capital for weeks. On USDC"
X Link 2026-02-04T06:20Z 174.1K followers, 94.5K engagements

"Jensen is repricing the relationship in public. In September Nvidia signed a nonbinding letter of intent to invest up to $100 billion in OpenAI to build [--] gigawatts of compute infrastructure. Five months later Huang told reporters in Taipei the number was never a commitment. When asked directly if it would be $100 billion he said No no nothing like that. The WSJ reported Huang has privately called out OpenAIs lack of business discipline and flagged competitive pressure from Google and Anthropic. Then he went on CNBC and said theres no drama and Nvidia would absolutely participate in OpenAIs"
X Link 2026-02-04T06:22Z 173.8K followers, 15.7K engagements

"The SaaS index tells two stories and the market is only pricing one of them. Story one: SaaS companies are executing. Most are meeting or beating plans. Revenue is growing. Free cash flow is positive. The median public SaaS company is generating $179M in operating cash flow. By every operational metric these businesses are fine. Story two: the market just gave them a 45-point spread against the NASDAQ. EMCLOUD down 31% NASDAQ up 17%. A 45-point spread means the market is pricing in a categorical extinction event for an entire software delivery model. Heres whats actually happening. The median"
X Link 2026-02-04T06:43Z 177.6K followers, 51.2K engagements

"In [--] months Google turned an AI note-taking experiment into a full multimedia learning platform: audio podcasts video explainers mind maps infographics slide decks flash cards and quizzes. All generated from your own documents. All grounded in your source material with citations. Now all available on mobile. That matters because 43% of NotebookLMs users are students. Another 26% are educators. The app hit #2 in the App Store within [--] hours of its mobile launch. Monthly visits crossed [--] million. Usage spikes 300% during exam season. Meanwhile Chegg cut half its workforce after students"
X Link 2026-02-04T06:45Z 175.7K followers, 26.8K engagements

"@baltostar He liked this tweet so it was probably part of the story"
X Link 2026-02-04T18:08Z 171.5K followers, [----] engagements

"Major cheat code for life: Stop treating your phone like an appendage. Leave it in another room. Turn it off for hours. Miss calls. Ignore texts. Constant availability is modern slavery. Reclaim your attention"
X Link 2026-02-04T19:02Z 177.2K followers, 235.4K engagements

"Most PM interview advice will tank your AI PM interview. The standard playbook says: define the user pick a north star metric break it down by segment add some guardrails. Clean structured memorable. At Meta's traditional PM interviews that works. At OpenAI Anthropic or DeepMind It signals you don't understand AI products. Here's why: Traditional success metrics assume deterministic systems. User does X product does Y you measure Z. The relationship is stable. Your metrics from last month predict your metrics next month. AI products break all three assumptions. The output is"
X Link 2026-02-04T22:31Z 176.1K followers, [----] engagements

"Everyones looking at the top of this chart. Look at the bottom. OpenAI o3 Deep Research scores 44.2%. OpenAI o4-mini Deep Research scores 40.4%. These are the deep research tools that ChatGPT Plus and Pro subscribers actually use every day. Perplexitys 79.5% is almost double. That spread tells you something the leaderboard doesnt. The frontier model race at the top (79.5% vs 77.1% vs 76.1%) is a rounding error. The gap between best available deep research and deep research most people actually have access to is a canyon. Google scored 66.1% on their own benchmark. They built DeepSearchQA"
X Link 2026-02-05T03:15Z 172.4K followers, 39.2K engagements

"1M users sounds massive until you look at what OpenAI had to do to get there. They launched Codex in April [----]. Made it GA in October. Then two days ago they released a standalone Mac app and temporarily opened it to every ChatGPT user for free including the free tier and Go subscribers. They also doubled rate limits across all paid plans. That 1M number landed right after the biggest distribution push in Codexs history. Meanwhile Claude Code hit $1 billion in annualized revenue within six months of launch. Cursor has 360K+ paying users. Both got there without giving the product away. The"
X Link 2026-02-05T04:34Z 176.3K followers, 16.1K engagements

"SpaceX is engineering a $50B+ automatic buy wall before the stock even trades. Heres why this is so much bigger than people realize. Normally a company IPOs waits 6-12 months of seasoning then maybe gets considered for S&P [---] or Nasdaq [---] inclusion at a quarterly rebalance. That waiting period exists so the stock can establish a trading history prove liquidity and show it wont collapse [--] days in. SpaceX wants to skip all of that. And Nasdaq is literally rewriting its rules to accommodate them. Nasdaq just proposed a Fast Entry rule that lets any new listing with a market cap in the top 40"
X Link 2026-02-05T04:36Z 177.3K followers, 499K engagements

"Jensen Huang just told you exactly who benefits from the AI replaces software panic and nobodys connecting the dots. Anthropics Claude Cowork plugins triggered a $285 billion rout across software stocks on Tuesday. Thomson Reuters cratered 18%. RELX had its worst day since [----]. LegalZoom dropped 20%. The iShares Software ETF fell 6% its biggest single-day decline since April. Traders at Jefferies are calling it the SaaSpocalypse. Huang steps into a Cisco AI Summit and calls the entire selloff the most illogical thing in the world. His argument: AI uses tools it doesnt reinvent them. Would"
X Link 2026-02-05T04:51Z 177.4K followers, 40.9K engagements

"The Robinhood reversal is genuinely one of the best comeback stories in recent tech. IPOd at $38 in July [----] crashed 90% to under $8 by mid-2022 recovered to $152 by October [----]. Shreyshahi earned that outcome. Figma is a fundamentally different situation. The stock went from $33 IPO to $143 on day two then fell 85% to $21. Employees who received RSUs benchmarked to secondary market valuations north of $12B are now watching the company trade at $10.5B. A decade of equity compensation is underwater relative to where most employees were told their shares were worth. The lockup that just"
X Link 2026-02-05T05:25Z 171.7K followers, 49.2K engagements

"Sonnet 5s safety delays look like fear. I think they signal confidence. Vertex AI logs leaked claude-sonnet-5@20260203 over the weekend. Codename Fennec. 82.1% SWE-bench beating Opus [---]. Half the inference cost. A million-token context window. TPU-native optimization through the Google partnership. Anthropic could have shipped this weeks ago. They didnt because their Responsible Scaling Policy requires clearing specific eval thresholds at each safety level before deployment. They triggered ASL-3 for Opus [--] last May after testing revealed self-preservation behaviors in 84% of controlled"
X Link 2026-02-05T05:43Z 175.7K followers, 52.4K engagements

"This data doesnt say Kimi is the best model. OpenClaw burns through tokens like nothing else in the AI ecosystem. The platform sends your entire conversation history with every single API call. Users report hitting 200000+ tokens of cached context on routine queries. One developer burned $500 in a weekend. Another watched a single cron job consume $128/month in tokens. So what happened OpenClaw users did what any rational economic actor does when the meter is running at [---] million tokens overnight: they switched to the cheapest model that still works. Kimi K2.5 costs $0.60 per million input"
X Link 2026-02-05T05:56Z 171.7K followers, 97.8K engagements

"Cancer has not been cured. Not even close. Professor Kwang-Hyun Chos team at KAIST built a computational model of [---] genes and nearly [----] interactions from [----] intestinal cells. They ran simulations to find three genes (MYB HDAC2 FOXA2) that when silenced simultaneously push colon cancer cells toward behaving like healthy intestinal tissue. The reprogrammed cells expressed normal markers like KRT20 and VDR while cancer pathways like MYC and WNT went quiet. In mice tumors from treated cells were significantly smaller than controls. Heres what those 8M people scrolling past arent processing:"
X Link 2026-02-05T05:57Z 176.4K followers, 22K engagements

"These five companies raised $108 billion in debt in [----] alone. Morgan Stanley and JP Morgan project $1.5 trillion in total debt issuance over the next few years to finance this buildout. Aggregate capex after buybacks and dividends now exceeds projected cash flows. Amazon is spending 100% of operating cash flow on infrastructure. Oracles capital intensity hit 57% of revenue. These arent companies investing from profits. Theyre borrowing from bondholders to build the future. And the math under the surface is worse. GPUs have a real engineering life of 2-3 years because NVIDIA ships a new"
X Link 2026-02-05T06:11Z 175K followers, 19K engagements

"Sam just told every SaaS CEO their per-seat pricing model has an expiration date. Read what Frontier actually does. It connects to your CRM your data warehouse your ticketing tools your internal apps then lets AI agents execute workflows across all of them. Salesforce charges per seat. Workday charges per seat. ServiceNow charges per seat. If an AI agent can run a sales workflow without a human ever logging into Salesforce the entire economic logic of "per-seat licensing" collapses. Salesforce knows this. They've been sprinting to build Agentforce and hit $1.4B in ARR across their agentic"
X Link 2026-02-05T18:23Z 177.4K followers, 347.6K engagements

"The Head of Product on Google AI Studio and Gemini API just dropped the Product Management title in favor of "member of the technical staff." Is this a preview of the future of the role I'd say no. Logan was not your traditional PM. His last role was Developer Relations at OpenAI. And what he did for Google was be almost the public face of their AI initiatives on X. When Gemini [--] came out Sundar sat down for a podcast with Logan. That's not a traditional PM job. The "member of the technical staff" trend comes from Bell Labs and got adopted by OpenAI & Anthropic. It makes sense for flat"
X Link 2026-02-05T20:48Z 170.7K followers, 16.7K engagements

"Stop using vanilla ChatGPT. Stop using vanilla Claude. The difference between a generic LLM and a high-context project is the difference between asking a stranger to review your PRD and asking a colleague who's sat in every meeting with you for [--] months. Four data sources make a Claude project actually useful: [--]. Your performance reviews. The LLM needs to know how your leadership evaluates you. If your VP told you that you bury the lead every status update it drafts will lead with the decision instead. [--]. AI-transcribed meeting notes from high-stakes meetings. One-on-ones with your boss your"
X Link 2026-02-05T22:30Z 177.4K followers, 10.2K engagements

"The AI PM hiring market has split into two tracks with almost no crossover. Track one: PMs with traditional backgrounds applying to AI companies using standard prep. They practice product sense and execution interviews the same way they'd prep for Google or Meta. Some have impressive resumes. Director-level experience shipped products at scale strong references. They bomb the AI-specific rounds. The interviewer asks how they'd measure Claude's artifacts feature and they talk about DAU and retention. Technically correct completely wrong signal. Track two: PMs who spent [--] to [--] hours"
X Link 2026-02-05T22:31Z 171.3K followers, 34.1K engagements

"PMs at Notion are shipping pull requests. Product managers writing and merging code into production. A year ago that sentence wouldve gotten you laughed out of a product leadership Slack. Figmas PM org reportedly cut their average feature cycle from [--] weeks to [--] after standardizing Claude Code workflows internally. Linears team has talked publicly about PMs prototyping directly in their codebase. This tells you everything about where PM hiring is headed. The gap between PM who can go from insight to working prototype and PM who writes a spec and waits [--] sprints is becoming the new senior vs"
X Link 2026-02-06T00:59Z 176.6K followers, 85.1K engagements

"The nerds arent falling. The rent collectors who sat on top of them are. SaaS companies run 75-85% gross margins. For every dollar a client pays Salesforce or ServiceNow roughly [--] cents goes toward actually delivering the software. The other [--] cents funds sales teams marketing and stock buybacks. The master craftsmen getting romanticized in this piece were never the ones capturing that value. They were the cost line item that funded someone elses 30x revenue multiple. What AI actually threatens is the arbitrage. A SaaS company charges $150/seat/month for software that costs maybe $12/seat"
X Link 2026-02-06T02:00Z 177.6K followers, 148.1K engagements

"Most PMs hear Claude Code and think thats for engineers. Thats the wrong frame. What [--] skills and [--] sub-agents actually give you is a team of specialists that execute PM workflows on command. Need competitive analysis One prompt. PRD review Delegated to a sub-agent that returns a summary without eating your main context window. The file is the real unlock. It functions as an operating constitution that tells Claude how your specific workflows run what your standards are and when to invoke which skill. Every conversation starts pre-loaded with your accumulated decision-making framework. Heres"
X Link 2026-02-06T02:56Z 171.7K followers, 11.4K engagements

"This is a wartime memo from a company watching Claude Code eat its lunch. Anthropics coding agent hit $1 billion in annualized revenue six months after launch. Its now closer to $2 billion. Microsoft which sells GitHub Copilot has widely adopted Claude Code internally across major engineering teams. A Google principal engineer publicly said Claude reproduced a year of architectural work in one hour. Three days ago OpenAI rushed out a Codex desktop app. Today Brockman publishes an internal playbook telling his own teams to go agent-first by March 31st. The sequencing tells you everything. Look"
X Link 2026-02-06T03:56Z 177.3K followers, 293K engagements

"The White House just launched a GoodRx wrapper and called it a government drug pricing platform. TrumpRx doesnt sell drugs. It doesnt negotiate prices. It doesnt accept insurance. It links you to LillyDirect NovoCare and GoodRx coupon pages that already existed before today. The math tells the story. 84% of Americans have prescription drug coverage. TrumpRx only works for cash-paying patients. So the addressable population for this historic platform is roughly [--] million uninsured Americans many of whom cant afford brand-name drugs even at a discount. Ozempic goes from $1000 list to $350 cash"
X Link 2026-02-06T05:24Z 171.4K followers, 39.8K engagements

"The logic is off. Capex isnt burning cash it creates depreciating assets that generate revenue for 15-20 years. But the market cap math reveals something real: investors wiped out $350B over a $55B capex surprise which means theyre pricing in zero return on that incremental spend. Thats the actual mispricing. AWS backlog is $244B and growing 40% YoY. The demand exists. The market is treating infrastructure investment like a loss instead of a bet with a visible pipeline behind it. https://twitter.com/i/web/status/2019644365988327740 https://twitter.com/i/web/status/2019644365988327740"
X Link 2026-02-06T05:28Z 177.8K followers, [----] engagements

"The layoff wave tells two stories and the Challenger data reveals both. [------] announced cuts in January. Up 118% year over year. Worst start to a year since [----] when the economy was bleeding [------] jobs a month. But heres what Kalshis headline obscures: 40% of Januarys number comes from exactly two companies. UPS is cutting [-----] after Amazon pulled its delivery volume to build its own logistics network. Amazon is cutting [-----] to flatten management layers. These are strategic restructurings by profitable companies not distress signals. The other 60% is where it gets interesting. Healthcare"
X Link 2026-02-06T05:33Z 177.4K followers, 27.6K engagements

"@swyx @windsurf Fascinating"
X Link 2026-02-06T16:54Z 171.2K followers, [---] engagements

"The AI PM tools market tells two stories right now. One side is building wrappers. Notion AI Coda AI Productboard's AI features Jira's AI assistant. They take an existing PM tool and bolt on LLM features. Summarize this page. Draft this ticket. Suggest this roadmap item. The value prop is convenience inside a tool you already use. Adoption is high because friction is low. The other side is building operating systems. Claude Code setups with custom skills persistent context MCP integrations to analytics and ticketing systems sub-agent review pipelines. The value prop is workflow"
X Link 2026-02-06T17:44Z 175.4K followers, 18.3K engagements

"OpenAI and Jony Ive aren't just trying to beat AirPods. This project belongs to a different category. They're trying to make wearable AI feel like a given. Most attempts failed because the gear looked like a clunky tech experiment or a sci-fi prop. Meta's glasses still feel like you're just a beta tester for them. Ive knows that people won't change their habits unless the device feels essential. He spent his career making tech so attractive that people bought it before they even knew why they needed it. The iPod and iPhone weren't first but they made you feel left behind if you didn't own"
X Link 2026-02-06T18:02Z 176.6K followers, 33.1K engagements

"Most AI tools expose users to context limits. Mike has a strong opinion: "Exposing users to context limits is complete BS." Here's what he means. When you're working in ChatGPT or Claude and you hit the context window limit the tool tells you to start a new chat or summarize your conversation. That's lazy product design. The user shouldn't have to think about context windows. The system should handle it on the backend. Tools like Manus and Claude Code already do this. They manage context automatically without exposing users to technical limitations. You don't see "you've used [------] tokens"
X Link 2026-02-06T20:08Z 170.6K followers, [----] engagements

"341 malicious skills out of [----] total. That's 11.9% of the entire marketplace. One in eight skills on ClawHub was designed to steal your credentials crypto keys and SSH access. The #1 most downloaded skill a "Twitter" tool was literally a malware delivery vehicle that stripped macOS Gatekeeper protections before executing its payload. This happened to a project that went from [--] to [------] GitHub stars in [--] days with 21000+ active instances running on always-on Mac Minis connected to people's email calendars cloud consoles and crypto wallets. The barrier to publishing a malicious skill A"
X Link 2026-02-06T21:26Z 177.2K followers, 90.8K engagements

"Three AI browsers launched in [----]. Three completely different theories of the web. OpenAI built Atlas to give ChatGPT a permanent place in your browsing. Every page you visit becomes context. Every site you read becomes memory. They're selling you a browser while buying data moats. Perplexity launched Comet to extend their search dominance. If you're already using Perplexity [---] million times per week for answers why go back to Chrome to act on them They went from $200/month exclusivity in July to free-for-all in October because distribution beats monetization at this stage. The Browser"
X Link 2026-02-06T22:23Z 170.7K followers, [----] engagements

"Everyone frames AI PM interviews as testing whether you can define metrics. That framing is backwards. The real test is whether you understand why AI products fail. Traditional products fail when users don't engage. The product works people just don't use it. Your metrics catch this: DAU drops retention declines funnel conversion falls. AI products fail in ways those metrics miss entirely. The product can work perfectly and still fail. The AI generates outputs users accept them engagement looks healthy. But the outputs are subtly wrong. The model is hallucinating in ways users don't notice"
X Link 2026-02-06T22:32Z 170.6K followers, [----] engagements

"2x compute 4x revenue. That's a superlinear return curve. Every dollar of GPU spend generates two dollars of incremental revenue for labs like OpenAI and Anthropic. If that math holds the $660 billion capex buildout isn't a bubble. It's underbuilt. Here's where it gets interesting. Jensen isn't a neutral observer. Nvidia invested $10 billion in Anthropic last year. He's about to invest heavily in OpenAI's next round. He sells the GPUs to both companies through cloud providers then invests the profits back into those same customers who use the capital to buy more GPUs. Anthropic just hiked its"
X Link 2026-02-06T22:39Z 174.5K followers, 22.5K engagements

"The strongest people I know can admit when they're wrong without their ego shattering. Wrong opinion doesn't mean wrong person. Failed attempt doesn't mean failed life. They separate their mistakes from their identity. That detachment is power"
X Link 2026-02-07T00:56Z 173.2K followers, [----] engagements

"750 million users. [--] billion tokens per minute. $185 billion in capex. The numbers Google just reported are massive. But zoom out and youre watching a four-horse race where every horse is running on a different track. Gemini just crossed [---] million MAUs. ChatGPT has roughly [---] million weekly active users. Claude has around [--] million. Meta AI crossed [--] billion. Four companies four wildly different user counts and the scoreboard that actually matters looks nothing like the headline numbers. Start with how Google gets its users. Gemini went from [---] million to [---] million MAUs in one"
X Link 2026-02-07T03:23Z 175.9K followers, 109.3K engagements

"Altman just told you OpenAIs acquisition strategy and nobody is connecting the dots. [--] acquisitions in the last year. $6.5B for io (Jony Ives hardware startup). $3B for Windsurf (AI coding IDE). $100M for Torch (healthcare). Neptune (model training tools). Software Applications Inc. And now hes casually saying a mixture of both like thats a throwaway answer. Heres what the acquisition list actually reveals. OpenAI is buying in three distinct lanes: vertical products that give them distribution into specific industries (health coding consumer devices) research infrastructure that accelerates"
X Link 2026-02-07T03:29Z 177.6K followers, 45.7K engagements

"X just admitted its [----] API strategy was a $42000/month mistake. The timeline tells the whole story. January [----] X killed Tweetbot Twitterrific and 25+ third-party clients overnight with zero warning. Developers who had spent [--] years building on the platform woke up to revoked API keys and radio silence. Twitterrifics maker said were in the dark just as much as you are. Then X rolled out a pricing structure so aggressive it created a dead zone: $200/month Basic with [-----] tweet reads or $5000/month Pro. Nothing in between. For context the old Twitter API was free for most use cases. The"
X Link 2026-02-07T04:27Z 175.2K followers, 92.2K engagements

"Anthropic just locked [--] of the top [--] spots in Code Arena with different variants of the same model family. Look at that leaderboard again. Position 1: claude-opus-4-6. Position 2: claude-opus-4-5 with thinking. Position 4: claude-opus-4-5 base. GPT-5.2-high sits at position [--] sandwiched between Anthropic models. Gemini [--] Pro is fifth. The 74-point gap between Opus [---] and the next Anthropic model (Opus 4.5-thinking at 1502) is larger than the gap between Opus 4.5-thinking and GPT-5.2-high (30 points). Anthropics worst top-5 entry still beats Googles best by [--] points. OpenAI noticed. They"
X Link 2026-02-07T04:37Z 174.7K followers, [----] engagements

"Kobeissi says crypto lost $1 trillion in [--] days. The actual number is $2 trillion since Octobers $4.38 trillion peak. Bitcoin briefly broke below $60000 on Thursday its worst single-day drop since the FTX collapse before bouncing to around $70000 on Friday. Thats still a 44% drawdown from $126000 in four months. Think about what crypto got in the last [--] months. A president who called himself the crypto president. Pro-crypto regulators replacing every Biden-era appointee. Congress advancing industry-written legislation. BlackRock ranking its spot BTC ETF as a top-three investment theme"
X Link 2026-02-07T05:06Z 171.4K followers, 13.5K engagements

"Most people will read this as sunlight is healthy. The real finding is far more specific and actionable. This Cell Metabolism study (Harmsen et al. 2025) put [--] adults with type [--] diabetes through a randomized crossover: [---] days of natural daylight through windows during office hours vs. [---] days of standard artificial lighting. Same diet. Same meal timing. Same physical activity. Same sleep schedule. The average glucose levels between conditions were statistically identical. That matters because it means CGM averages would have told you nothing. The difference showed up in glucose"
X Link 2026-02-07T05:31Z 172.9K followers, 19.2K engagements

"The headline says first time an AI has settled an unsolved research problem in theory-building math. The paper tells a different story. Axioms own paper says they chose Fels conjecture specifically because its proof could be driven largely without requiring a full formal development of numerical semigroups minimal resolutions symmetric functions and related machinery placing it within reach of todays Mathlib. They picked a problem whose proof infrastructure already existed in the formal library. The AI didnt build new mathematical theory. It navigated existing scaffolding to a destination the"
X Link 2026-02-07T05:41Z 173K followers, [----] engagements

"The chart undersells the story by a wide margin. Chinas clean energy sector generated $2.1 trillion in economic output in [----]. If it were a country it would be the 8th largest economy on earth somewhere between Brazil and Canada. Heres the number that should terrify US policymakers: without clean energy sectors China would have missed its 5% GDP growth target entirely expanding by only 3.5%. Clean energy delivered 37% of all Chinese GDP growth in [----]. This sector went from economic sideshow to the single largest growth engine in three years. The investment asymmetry tells the real story."
X Link 2026-02-07T06:13Z 173K followers, [----] engagements

"Microsoft just wiped $400 billion in market cap the same week it reported record $81.3 billion revenue. The math tells the whole story. $37.5 billion in quarterly capex 66% increase year over year to run AI infrastructure. That buys them a Copilot product with 1.1% consumer market share and a 3.3% attach rate on their own [---] million M365 seats. Meanwhile Satya is literally telling you Im the product manager of Copilot. A $4 trillion CEO doesnt rebrand his job description unless the board conversation is about survival not growth. Hes saying the quiet part loud: if Copilot doesnt work the"
X Link 2026-02-07T06:15Z 176.2K followers, 19.4K engagements

"Every treadmill runner is getting half the brain benefit they could be getting for free. Heres whats actually happening at the level of the brain. When you exercise blood flow to the prefrontal cortex increases. Thats the brain region responsible for working memory inhibitory control and sustained attention. Your muscles also start producing a molecule called beta-hydroxybutyrate which crosses the blood-brain barrier and inhibits two specific enzymes HDAC2 and HDAC3 in the hippocampus. That inhibition upregulates BDNF gene expression. BDNF (brain-derived neurotrophic factor) is the key"
X Link 2026-02-07T07:09Z 171.4K followers, 24.7K engagements

"The math on autonomous AI loops for PM work is where things get genuinely strange. A PM's productive output is constrained by roughly 6-8 focused hours per day. Call it [--] focused hours per week. Every PM tool ever built has operated within that constraint. Notion Jira Confluence Figma. They make those [--] hours more efficient but the ceiling is still [--] hours. An autonomous loop running overnight adds 8-10 hours of compute work to every day. That's a 30-40% increase in total output capacity per PM except the additional hours cost $0.50-$2.00 in API fees instead of $175 in salary. Replit"
X Link 2026-02-07T17:49Z 171.7K followers, 21.4K engagements

"Macron just told you France is winning the AI race. Lets check the math. That $69 billion in foreign data center investment is almost entirely two deals: UAE sovereign wealth fund MGX committing 30-50 billion for a single data center campus and Canadian firm Brookfield putting [--] billion into its subsidiary Data4. Two foreign entities buying French real estate to house servers. Thats the bulk of the number. Meanwhile actual AI company funding tells a different story. In [----] US firms attracted $109 billion in private AI investment representing 81% of the global total. The entire EU pulled in"
X Link 2026-02-07T18:30Z 175.5K followers, 113.1K engagements

"This chart is doing more work for OpenAIs narrative than GPT-5.3 Codex is doing for the benchmark. GPT-5.3 Codex API pricing hasnt been published. OpenAI announced the model on February [--] and said API access is coming in the following weeks. So the x-axis is either estimated from older GPT-5 Codex rates ($1.25 input / $10 output per MTok) or reverse-engineered from ChatGPT subscription credit costs. Neither gives you a real cost-per-task number that enterprises can actually plan around. This tells you everything about where we are in the benchmark wars. Average Quality Score on the y-axis is"
X Link 2026-02-07T18:56Z 176.3K followers, 18.2K engagements

"Have you use Clarity for analytics Clarity doesn't have clean MCP integration yet. Here's his workflow and why it matters. Export user session data from Clarity as CSV. Upload to Cursor or Claude Desktop. Ask "what's the most common drop-off point" or "which features have highest engagement" The AI analyzes the entire dataset and generates insights. Then prompt "create visualizations showing drop-off by funnel stage" and Claude generates charts. Total time: [--] minutes. Traditional workflow: Export CSV. Open Excel. Build pivot tables. Create charts. Format analysis. Takes 1-2 hours. The delta"
X Link 2026-02-07T19:09Z 173.4K followers, [----] engagements

"OpenAIs edge has always been shipping faster than Google and Anthropic. Good to see them leaning into it again. GPT-5 in August. GPT-5.1 in October. GPT-5.2 in December. GPT-5.2-Codex in January. GPT-5.3-Codex on February [--]. Five meaningful model updates in six months. Anthropic shipped Opus [--] in May Opus [---] in November Opus [---] in February. Three updates in nine months. Google shipped Gemini [---] Flash in December [----] Gemini [---] Pro in March [----] Gemini [--] Pro in late November. Three generational releases in twelve months with longer gaps between each. The math on iteration compounds faster"
X Link 2026-02-07T19:11Z 176.3K followers, 14.2K engagements

"@MainzOnX Welcome to France your AI parking garage"
X Link 2026-02-07T19:13Z 171.3K followers, [----] engagements

"This chart is already outdated and nobodys talking about it. The leaderboard shows Anthropic Opus [---] at 76.1%. Opus [---] launched on February [--] one day after Perplexity posted these results. Anthropics own release notes say Opus [---] improves on both BrowseComp and DeepSearchQA. On BrowseComp that improvement was [--] percentage points (67.8% to 84.0%). We dont have the DeepSearchQA number yet but if the jump is even half that size Opus [---] standalone would be sitting above Perplexitys 79.5%. Heres where it gets interesting. Perplexitys Advanced Deep Research runs every query on Opus [---]. Thats"
X Link 2026-02-07T21:25Z 173.3K followers, [----] engagements

"Anthropic is charging 6x more per token to deliver 2.5x faster output and developers will pay it without blinking. The math: standard Opus [---] runs $5/$25 per million tokens. Fast mode runs $30/$150. A 6x premium. The 50% discount through February [--] exists to calibrate demand and then the permanent price gets set at whatever the usage curve says maximizes revenue per GPU-hour. This tells you everything about how Anthropic views its developer market. Claude Code hit $1 billion in run-rate revenue in six months. Those developers optimize for coding loops per hour not cost per token. At $200K+"
X Link 2026-02-07T23:05Z 177.3K followers, 71.7K engagements

"Audacity + agency might be among two of the last things AI doesnt have yet but you surely do. Its wild to live in the same time. Excited to see how the future progresses. Theres sure to be several changes in direction to $100T but only those with the dream for it can reach it. 🫡"
X Link 2026-02-08T00:33Z 174.9K followers, 22K engagements

"Everyones reading this as the beginning of the end for software engineers. The opposite is happening at the company saying it. Anthropic had [---] employees in [----]. Today they have over [----] with [---] open roles plans to triple their international headcount and theyre expanding their applied AI team fivefold. They just closed $10-15B at a $350B valuation in January. Revenue run rate hit $9B. The biggest line item in those open roles Engineering. So the company where Claude writes effectively 100% of the code is hiring engineers faster than almost anyone in tech. That tells you what AI writes"
X Link 2026-02-08T04:56Z 177.5K followers, 138.9K engagements

"Every decade the ratio of market cap to physical assets increases. Apple is worth $4T with factories it doesnt own. Nvidia is worth $4.5T and outsources all fabrication to TSMC. Alphabet is worth $3.9T and doesnt own a single cell tower. The trend line points one direction and AI accelerates it. Look at the atoms layer where value supposedly reverts. TSMC runs the most advanced semiconductor fabs on Earth a near-monopoly on cutting-edge chip manufacturing 60% gross margins and is worth $1.8T. Nvidia sits on top of those fabs and is worth $4.5T. Apple sits on top and is worth $4T. The"
X Link 2026-02-08T05:23Z 177.4K followers, 108.2K engagements

"This is a nervous system observation disguised as a wealth observation. Your autonomic nervous system operates on a budget. Every stressor you carry draws from the same pool of sympathetic activation. Financial insecurity keeps your locus coeruleus firing norepinephrine at baseline levels that most people only hit during acute stress. You wake up already activated. The amygdala is scanning. The anterior cingulate cortex is running cost-benefit loops on every micro-decision. Should I get the large coffee or the small. Can I afford the toll road or should I take surface streets. By the time"
X Link 2026-02-08T17:09Z 175K followers, 57.6K engagements

"Most people still think AI in productivity software means a chatbot sidebar that summarizes your bullet points. This clip shows Claude Opus [---] running inside PowerPoint as a native add-in reading slide XML calculating shape dimensions down to the point and rewriting object definitions across an entire deck in one operation. Anthropic also ships Cowork which lets you hand Claude a folder of files and walk away while it builds finished presentations and workbooks autonomously. Two different products same conclusion: AI now operates at the object model level of your production files. The group"
X Link 2026-02-08T19:58Z 178K followers, 57.4K engagements

"Luck absolutely exists in business. This chart actually proves it. Look at the 2-year mark: companies range from $2K to $5M in revenue. Same time invested 2500x difference in outcome. Thats variance and variance is another word for luck. But the chart proves something else even louder: time in market matters more than timing the market. Mailchimp launched in [----] as a side project making a few thousand dollars a month. Eight years later they had [-----] users. Thats [-----] users per year for a company that would eventually sell for $12 billion. In [----] they introduced a free plan and grew to"
X Link 2026-02-08T21:14Z 174.8K followers, [----] engagements

"The SpaceX Starlink #SuperBowl ad is so epic"
X Link 2026-02-09T01:50Z 176K followers, [----] engagements

"36 hours off social media once a week. Bryan Johnson just proposed this as a weekly practice and the neuroscience actually supports it. Your brain runs two dopamine systems: tonic (your baseline mood and motivation) and phasic (the spikes you get from rewards). Social media feeds exploit the phasic system through variable reward schedules the same mechanism behind slot machines. Every scroll that lands on something interesting fires a phasic spike. Do that for [---] hours a day [--] days a week and your tonic baseline drops. You need more stimulation just to feel normal engagement with the world"
X Link 2026-02-09T02:58Z 176.2K followers, 52.5K engagements

"While you were watching the Super Bowl precious metals quietly printed one of the most violent weeks in [--] years. Gold is back above $5000. Silver just rebounded to $78 after crashing from $121 to $65 in five trading days. Thats a 46% drawdown and a snap-back the kind of volatility silver hasnt seen since the Hunt Brothers in [----]. Heres what actually happened in the last two weeks. Silver hit $121 on January 29th. The CME responded with six consecutive margin hikes raising silver futures margins from 15% to 18%. Leveraged longs got liquidated. The cascade took silver below $65 intraday"
X Link 2026-02-09T03:13Z 174.6K followers, 14.7K engagements

"@SchubertBrian Whats the alternative"
X Link 2026-02-09T03:19Z 174.8K followers, 15.7K engagements

"This chart is hiding the real story. Adjust for inflation and it gets wilder. $37600 in [----] is about $387000 in todays dollars. The actual [----] price is $8 million. That means Super Bowl ads have outpaced inflation by roughly 20x over [--] years. Put differently: if ad prices had only tracked CPI a 30-second spot today would cost less than $400K. Instead it costs $8 million and some slots this year sold for $10 million. The acceleration is what matters. It took [--] years (1965 to 1995) to cross $1 million. Then [--] years (1995 to 2020) to cross $5 million. Then just [--] years to hit $8 million."
X Link 2026-02-09T04:30Z 174.8K followers, 10.5K engagements

"None of these are cancer cures. The tweet is stitching together six unrelated studies from six different countries and implying theyre all connected to the U.S. leaving the WHO on January 22nd. They arent. The Spanish pancreatic cancer study Published January 29th in PNAS by Mariano Barbacids group at CNIO. They eliminated tumors in mice using triple combination therapy. The lead researcher himself said we are not yet in a position to carry out clinical trials with this triple therapy. Clinical trials in humans are [--] to [--] years away at the earliest. This research was funded by the European"
X Link 2026-02-09T04:43Z 174.7K followers, 14.4K engagements

"@ceciarmy Theres a point where you become so rich you stop appreciating all the amazing things you can have. Its sad really"
X Link 2026-02-09T04:55Z 173.8K followers, [----] engagements

"Kris Marszalek just spent $78M on a Super Bowl entrance and the product couldnt survive first contact with customers. The math: $70M for the domain (paid in crypto record-breaking purchase). $8M for [--] seconds of airtime. Unknown production costs. And a site hosted on Cloudflare basic that buckled the moment [---] million viewers were told to visit it. This tells you everything about how the crypto playbook operates. Marszalek spent 99.9% of his budget on attention and 0.1% on the thing people see when the attention arrives. Its the same ratio that produced the $700M Staples Center renaming and"
X Link 2026-02-09T04:57Z 176.2K followers, 27K engagements

"@Benioff @MrBeast @salesforce @SlackHQ @SuperBowl I love this zesty era from you Marc"
X Link 2026-02-09T05:02Z 175.1K followers, [----] engagements

"@signulll @growing_daniel @pepsi Who the fuck drinks coke this is the way"
X Link 2026-02-09T05:04Z 173.8K followers, [---] engagements

"@signulll @growing_daniel @pepsi You just made me check if I had gotten an AI generated image of it 😆"
X Link 2026-02-09T05:06Z 173.6K followers, [--] engagements

"@Genia_XBT Like what"
X Link 2026-02-09T05:33Z 175.1K followers, [----] engagements

"@johnkalonji1 What is the economic benefit of a Moon city Id have to dive deeper into it"
X Link 2026-02-09T05:38Z 176.5K followers, 26.6K engagements

"@dpoddolphinpro The ability to change your mind is the mark of a truly high IQ accomplished person. And you know that. But engagement bait away"
X Link 2026-02-09T05:46Z 173.8K followers, [----] engagements

"The biggest misconception in the AI productivity space right now: people think prompt engineering is the skill that matters. It's context engineering. OpenAI's own research team published findings showing that retrieval-augmented generation (adding relevant context) improves output quality 3-4x more than prompt optimization on the same base model. Anthropic's internal benchmarks tell a similar story. When a PM writes "draft a PRD for a notification preferences feature" the model quality depends almost entirely on what context is available not how cleverly the prompt is worded. Does it know"
X Link 2026-02-09T17:50Z 177.5K followers, 10.9K engagements

"The Motorola comparison tells you more about Burrys mental model than Alphabets balance sheet. Motorola in [----] had a single product line (cell phones) generating most of its revenue was about to get obliterated by Nokias distribution advantage and had zero pricing power once carriers commoditized handsets. The 100-year bond was issued by a company with a shrinking moat. Alphabet in [----] has $98.5 billion in cash generates $70 billion+ in annual free cash flow and just attracted $100 billion in orders for a $20 billion bond offering. The demand was so strong they upsized from $15 billion."
X Link 2026-02-09T20:38Z 177.5K followers, 57.7K engagements

"GPT-5.3 is out and ChatGPT users can't touch it. OpenAI released their newest model exclusively inside Codex. You're stuck on GPT-5.2 in the chat app while Codex users are running [---] with cloud execution worktrees and mid-turn steering. Same subscription. Different model access. This tells you everything about where OpenAI sees the value shifting. The chat interface was the growth engine. Codex is the retention play. They're training users to move their actual workflows into the app not just their questions. Once your competitive analysis runs on autopilot inside Codex every Sunday night"
X Link 2026-02-10T01:20Z 175.5K followers, [----] engagements

"Most PMs will read about Codex think "cool" and go back to writing PRDs by hand next Monday. The pattern is always the same. New tool launches. Twitter goes wild for [--] hours. 5% of people actually set it up. 1% build workflows. Six months later that 1% is operating at 3x the output of everyone else and nobody can figure out why. The bottleneck isn't the tool. The setup takes [--] minutes. The bottleneck is the 10-minute investment of connecting your MCPs: your Zendesk your Linear your PostHog. That's the step that turns Codex from "another AI chat" into a delegation engine. And that's the step"
X Link 2026-02-10T02:21Z 177.5K followers, 33.9K engagements

"Everyones celebrating Chinese scientists reversing Alzheimers and nobodys asking the right question. That image is from a Spain-China-UK nanoparticle study published in October. This tweet is pulling 5.4M views on a result from [--] months ago. And theres a second study from Case Western Reserve in the US published in December that achieved full cognitive recovery in mice with advanced Alzheimers by restoring NAD+ balance. Two completely different teams. Two completely different mechanisms. Both reversing Alzheimers in mice. That convergence is the story. For [--] years the entire pharma industry"
X Link 2026-02-10T03:59Z 175.1K followers, 27.2K engagements

"NYC families are paying $75300 a year to send their kid to Avenues. Thats more than Harvard charges ($59320). Run the K-12 math. [--] years at $70K average (conservatively since it compounds 4.7% annually) is $910K per child. Two kids $1.82M. In pre-tax dollars a family in New Yorks top bracket needs to earn roughly $3.2M gross just to cover tuition. And tuition is table stakes. These schools run on donations from parents and alumni because tuition only covers about 85% of operating costs. So youre paying $75K then getting hit with annual fund asks of $10K-$50K on top plus galas capital"
X Link 2026-02-10T04:13Z 176.8K followers, 54.3K engagements

"This chart is a portrait of [--] million downregulated endocannabinoid systems. Your brain produces its own cannabinoids. Anandamide and 2-AG bind to CB1 receptors to regulate mood sleep appetite pain perception and memory consolidation. When you introduce exogenous THC daily those CB1 receptors undergo internalization. They physically retract into the cell membrane. Your brain reduces endogenous cannabinoid production because you keep supplying it externally. The loop looks like this: daily THC use CB1 receptor downregulation reduced endogenous anandamide baseline mood and sleep quality drop"
X Link 2026-02-10T05:22Z 177K followers, 13.2K engagements

"Dan Ariely built one of the most celebrated careers in behavioral science studying why people lie. Then the lies caught up with him. Duke just closed his Center for Advanced Hindsight citing a routine strategic realignment that evaluated [--] research centers. They say the decision was made in December. The timing tells a different story. January 30: DOJ releases Epstein files showing Ariely met with Epstein at least seven times between [----] and [----]. February 2: Ariely publishes an op-ed in the Duke Chronicle titled My connection with Jeffrey Epstein. February 6: Duke announces the closure."
X Link 2026-02-10T05:53Z 173.2K followers, [----] engagements

"OpenAI gives you the illusion of unlimited usage by quietly making your responses worse. They route you to smaller models shorten outputs and reduce reasoning depth as you approach limits. You feel unlimited because the guardrails are invisible. Anthropic puts you in timeout. Same constraint different UX. OpenAIs Codex community has been in open revolt over usage limits since at least October [----]. GitHub Discussion #2251 has developers reporting they hit the weekly cap after [--] days of coding. One user said they need a friends account to keep working. The OpenAI Developer Community forums are"
X Link 2026-02-10T05:55Z 176.8K followers, 18K engagements

"The January 1st date is when residency is determined but the tax is calculated on net worth as of December [--] [----] and the ballot vote isnt until November. If the measure fails none of this matters. If it passes the FTB still has to prove Zuckerberg was a California resident on January 1st using a facts-and-circumstances test: primary residence family ties time spent. He already bought a $23M D.C. mansion last March. Now a $150-200M Florida estate. Every month hes physically in these properties builds the legal record that California is no longer his domicile"
X Link 2026-02-10T06:32Z 175.9K followers, 43.9K engagements

"The Codex app tells two stories not one. Story one: OpenAI just made the best onramp in AI coding. Free tier. macOS app. Skills library. Automations that run unprompted. You can delegate five features to five agents review diffs in parallel and never open VS Code. For the 90% of developers who haven't adopted AI coding agents yet this is their entry point. Zero friction zero cost immediate value. Story two: OpenAI is losing the developers who already switched. Claude Code's daily VS Code installs jumped from 17.7M to 29M in six weeks. Anthropic captured 42% of enterprise code generation spend"
X Link 2026-02-10T18:00Z 175.4K followers, 11K engagements

"Calling Codex the best app OpenAI has ever made sounds like hype until you look at what it replaced. ChatGPT is a chat interface. You type it responds you type again. The interaction model hasn't fundamentally changed since GPT-3.5 launched in November [----]. Yes the models got better. Yes they added vision and files and web browsing. The core loop stayed the same: human prompts AI responds human prompts again. Codex breaks that loop. You describe a task it works in the background across your codebase your project management tools your analytics platforms and your support tickets. It creates"
X Link 2026-02-10T20:50Z 175.7K followers, [----] engagements

"@buccocapital Especially Opus-4.6 with the right 'act as' prompt"
X Link 2026-02-10T20:55Z 175.5K followers, [----] engagements

"George called this "venture capital." The actual mechanism was liquidation preference math. FanDuel raised over $416 million from investors including KKR and Shamrock Capital. Those investors negotiated liquidation preferences totaling $559 million meaning they got paid first in any acquisition. The Paddy Power Betfair deal closed at $465 million. $465M is less than $559M. Founders and common shareholders got zero by contract. The founders didn't agree to this deal. KKR and Shamrock used a "drag-along right" to force every minority shareholder to accept. Nigel Eccles and four other"
X Link 2026-02-10T21:02Z 177.4K followers, 67.5K engagements

"The minimum viable AI operating system costs $60/month. $20 Claude. $20 Manus. $20 Gemini package. Mike Bal's team at David's Bridal runs at one quarter the headcount of comparable teams with this stack. The entire workflow lives inside Claude Desktop or Cursor connected to Jira Confluence Figma Sanity Supabase and Google Drive through MCPs. The pricing ladder his org uses is worth studying. Start people at $20/month. If they're actually using it and showing results bump to $100. If they're hitting limits go to $200. You build the habits before you subsidize the tooling. Most organizations"
X Link 2026-02-10T22:01Z 176.3K followers, 15.1K engagements

"$60M seed round sounds normal now. That's the story. Three years ago a $60M seed at a $300M valuation for a company with no shipped product would have been front-page disbelief. Today TechCrunch posts it and 177K people scroll past thinking "yeah that tracks." The normalization math is wild. Median seed rounds still sit around $3-3.6M. Dohmke's round is 17x the median. In June [----] Mira Murati raised $2B at seed. Lila Sciences raised $200M at seed. Entire's $60M is the largest seed ever for a dev tools company and we're treating it like a Tuesday morning weather update. This is what the AI"
X Link 2026-02-10T22:50Z 175.6K followers, [----] engagements

"Anthropic just shipped Claude Code contribution metrics but managers need to be careful with them. PR count with Claude Code lines contributed percentage of total output. At the surface level this is exactly what every VP of Engineering has been asking for. Claude Code hit $1 billion ARR within six months of launch. Microsoft rolled it across CoreAI and Experiences + Devices in January. Palo Alto Networks onboarded [----] developers. At that adoption velocity leaders need visibility into what's happening across their teams. The danger is in what these numbers actually measure. Lines of code is"
X Link 2026-02-10T23:14Z 176.2K followers, 13K engagements

"OpenClaw went from 9K to 182K stars in [--] days. Thats [----] stars per day sustained. Linux took [--] years to reach where it is on this chart. React took [--]. TensorFlow backed by Google with unlimited distribution is sitting below OpenClaw after a decade of accumulation. This chart is measuring two completely different things depending on which line youre reading. The older repos earned stars through years of production adoption. Millions of developers depend on React and Linux daily. OpenClaw earned stars through [--] hours of viral attention an Anthropic trademark dispute that generated three"
X Link 2026-02-10T23:31Z 176.2K followers, [----] engagements

"Starbucks just told you exactly how it prices labor and the math speaks for itself. Brian Niccol made $31 million in [----]. Roughly $85000 a day. His jet usage cost Starbucks $997000. Security costs hit $1.1 million. The company built him a satellite office near his Newport Beach home and covered $370000 in temporary housing expenses. Total lifestyle subsidies on top of his compensation: around $2.5 million. The justification is worth examining. After the UnitedHealthcare CEO shooting dozens of companies mandated private jet travel for executives. Starbucks framed lifting the $250000 cap as a"
X Link 2026-02-11T04:54Z 176.3K followers, 36.4K engagements

"The framing here is actually underselling what happened. Kalshi alone did $871M on Sunday. Thats a single-day record up 2700% year over year. Last years entire Super Bowl volume on Kalshi was $27M. This year it was $871M in one day. The 10x Vegas comparison is also misleading. Prediction market volume and sportsbook handle measure different things. Traders buy and sell positions multiple times during a game so $871M in volume includes the same dollar cycling through multiple trades. Traditional sportsbooks took in $1.78B in actual wagers. The real story is what this did to DraftKings and"
X Link 2026-02-11T05:05Z 177.2K followers, 16.7K engagements

"Discord just told [---] million users to hand over their face or government ID four months after their vendor leaked [-----] government IDs. The timing tells you everything about whats actually driving this. Humam Sakhnini took over as CEO in April [----] hired specifically to take Discord public. Former Activision Blizzard Vice Chairman. Former King president. His mandate from the board is IPO readiness. And the single biggest regulatory risk to an IPO filing Child safety liability. In October [----] a hacking group called Scattered Lapsus$ Hunters social-engineered a single support agent at 5CA"
X Link 2026-02-11T05:43Z 176.7K followers, [----] engagements

"This is a platform lock-in play. ChatGPT has [---] million weekly active users $20 billion in ARR and processes [---] billion prompts per day. OpenAI already won distribution. So why upgrade Deep Research to GPT-5.2 which costs more per token than GPT-5.1 in their own API pricing while keeping Plus users capped at roughly [--] queries per month Because the traffic share is slipping. ChatGPTs web traffic fell from 86.7% to 64.5% in the last [--] months. Gemini grew from 5.7% to 21.5% in the same window. Apple just integrated Gemini into Apple Intelligence in a deal analysts estimate at $5 billion."
X Link 2026-02-11T05:49Z 177.2K followers, 17.1K engagements

"300k followers on the other app Blessed 😇"
X Link 2026-02-11T15:06Z 177.2K followers, [----] engagements

"The Facebook comparison actually undersells the risk. Facebook collected behavioral data: clicks likes shares time spent scrolling. That data told advertisers what you did. The FTC fined them $5 billion in [----] for violating privacy promises they made in [----] and the core violation was sharing user data with third-party apps after explicitly promising users they could restrict it. ChatGPT collects something categorically different. People type out their fears about their marriages their medical symptoms their financial anxieties their unfinished thoughts. Hitzig calls it "the most detailed"
X Link 2026-02-11T17:13Z 176.2K followers, [----] engagements

"@mikewho_eth Were I to do sponsored posts haha I don't do very many"
X Link 2026-02-11T17:14Z 176.1K followers, [--] engagements

"@Replit YouTube: https://youtu.be/4nRGzZFG5v8 https://youtu.be/4nRGzZFG5v8"
X Link 2026-02-11T18:03Z 177.2K followers, [----] engagements

"Brett Winton just told you orbital compute has better cost scaling than terrestrial datacenters. Let's stress-test the claim. He's right about the terrestrial side. Each additional GW on Earth gets harder. Grid interconnection delays run [--] to [--] years. Utility queues in Texas alone surged 700% in one year. $64 billion in US datacenter projects have been canceled or delayed since [----] from local opposition and permitting fights. Georgia just approved [--] GW of new capacity and ratepayers are already revolting over $60 billion in infrastructure costs. The 100th GW on Earth will be a political"
X Link 2026-02-11T18:08Z 177.4K followers, [----] engagements

"Instead of brainrot watch how Elon Musk gives an all-hands to a trillion-dollar company"
X Link 2026-02-11T19:43Z 177.2K followers, 16.2K engagements

"@thecareblair 🙏🏾"
X Link 2026-02-11T20:24Z 176.2K followers, [----] engagements

"I've been running Codex for a week. Here's what actually stuck and what I dropped. The overnight competitive intel automation works. Sunday night it runs Monday morning I have a markdown report covering what three competitors shipped pricing changes notable hiring signals and a recommended action for each item (ignore monitor or respond). I haven't manually checked a competitor changelog in [--] days. Meeting-to-tickets pipeline saved the most time. Drop a transcript get structured notes with Linear tickets created and assigned. The old loop was 1-2 hours of post-meeting work. Now it takes 10"
X Link 2026-02-11T20:58Z 177.2K followers, [----] engagements

"Anthropic is seeing an opening and they're moving fast. OpenAI launched ads in ChatGPT on February [--]. Two days later Anthropic drops file creation connectors and skills into the free tier. The timing tells you everything about how they're reading the competitive landscape. The math that matters: ChatGPT has [---] million weekly active users. The vast majority sit on the free tier. OpenAI just told those users their conversations are now an ad surface. Your recipe research gets matched to meal kit sponsors. Your trip planning triggers hotel ads. The more personal and useful your queries get the"
X Link 2026-02-11T21:03Z 177.2K followers, 51.4K engagements

"ChatGPT [---] is out. But there's only one way to use it: Codex. There's good reason for this. It's the best app OpenAI has ever made. OpenAI is not going to give up the market to Claude Code. They've released a Codex app that's quite powerful. Here's what you need to know:"
X Link 2026-02-11T21:58Z 177K followers, [---] engagements

"1. It's the best way to use ChatGPT Unlike a browser window it has full file access and is awesome at long-run tasks with parallel threads. Codex App: https://developers.openai.com/codex/app https://developers.openai.com/codex/app"
X Link 2026-02-11T21:58Z 176.3K followers, [---] engagements

"2. What Codex can do a. Read and edit files in your project b. Run multiple threads via worktrees c. Schedule recurring jobs daily or weekly My Guide: https://www.news.aakashg.com/p/codex-pm-guide https://www.news.aakashg.com/p/codex-pm-guide"
X Link 2026-02-11T21:58Z 176.9K followers, [---] engagements

"3. The Codex workflow Analyze Plan Create Scale "What changed recently" "Break this into milestones" implement in isolated workspace review diffs re-run until acceptable"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"4. Getting started Treat the first [--] minutes like onboarding a new teammate: give context ask it to summarize then hand off small tasks. Changelog: https://developers.openai.com/codex/changelog https://developers.openai.com/codex/changelog"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"5. Connect everything Docs + release notes Your repo + scripts (source of truth) Recurring rituals (sprint updates changelogs audits) Tooling policies (sandbox + approvals)"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"6. Essential commands Cmd + K command menu Cmd + J toggle terminal Ctrl + M dictation /review review mode /plan-mode structured multi-step plan /status thread + context + limits /mcp MCP status Commands: https://developers.openai.com/codex/app/commands https://developers.openai.com/codex/app/commands"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"7. Worktrees (parallelism without chaos) A second checkout of the same repo. Separate files shared Git history. Run multiple tasks without stomping files. Keep diffs clean per task. Worktrees: https://developers.openai.com/codex/app/worktrees https://developers.openai.com/codex/app/worktrees"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"8. Prompting techniques that work The 4-part prompt: Goal (what outcome) Context (where/what to read) Constraints (don't do X avoid Y) Output format (bullets/table/checklist) Ask for verification: "Run tests and show results." Ask for diff-first output: "Only explain what changed and why." Prompting: https://developers.openai.com/codex/prompting https://developers.openai.com/codex/prompting"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"9. Automations Run recurring tasks in background. Create triage items if something matters. Archive if nothing changed. Daily: dependency update scan test failure detection lint checks Weekly: changelog from commits backlog review tech debt audit Automations: https://developers.openai.com/codex/app/automations https://developers.openai.com/codex/app/automations"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"10. Security Two knobs: sandbox mode (what it can do) and approval policy (when it must ask). Network access off by default"
X Link 2026-02-11T21:58Z 176.3K followers, [--] engagements

"11. What's new in [---] 25% faster Mid-turn steering Attach/drop any file type"
X Link 2026-02-11T21:58Z 176.5K followers, [--] engagements

"12. Resources Guide: Podcast: Spotify: https://open.spotify.com/episode/6J6clLo2tjfPrRv6Jbe98V https://www.youtube.com/watchv=NYSZ4g7igDg https://www.news.aakashg.com/p/openai-codex-guide https://open.spotify.com/episode/6J6clLo2tjfPrRv6Jbe98V https://www.youtube.com/watchv=NYSZ4g7igDg https://www.news.aakashg.com/p/openai-codex-guide"
X Link 2026-02-11T21:58Z 176.3K followers, [----] engagements

"Codex is the future of ChatGPT. This is your guide. 🔁 Bookmark this. Repost so your network sees it too. ➕ Follow @AakashGupta for daily AI tips"
X Link 2026-02-11T21:58Z 176.2K followers, [----] engagements

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