# ![@MTorygreen Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::29304030.png) @MTorygreen Tory | io.net 🦾

Tory | io.net 🦾 posts on X about ai, crypto, ionet, decentralized the most. They currently have [------] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.

### Engagements: [-----] [#](/creator/twitter::29304030/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::29304030/c:line/m:interactions.svg)

- [--] Week [---------] +70%
- [--] Month [----------] +30,258%
- [--] Months [----------] +142%
- [--] Year [----------] +2,086%

### Mentions: [--] [#](/creator/twitter::29304030/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::29304030/c:line/m:posts_active.svg)

- [--] Week [--] +24%
- [--] Month [---] +80%
- [--] Months [---] +247%
- [--] Year [---] +659%

### Followers: [------] [#](/creator/twitter::29304030/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::29304030/c:line/m:followers.svg)

- [--] Week [------] -0.07%
- [--] Month [------] -0.47%
- [--] Months [------] -9.10%
- [--] Year [------] -6.70%

### CreatorRank: [-------] [#](/creator/twitter::29304030/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::29304030/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[cryptocurrencies](/list/cryptocurrencies)  #4334 [finance](/list/finance)  20.16% [technology brands](/list/technology-brands)  18.6% [stocks](/list/stocks)  3.1% [celebrities](/list/celebrities)  1.55% [social networks](/list/social-networks)  1.55% [countries](/list/countries)  1.55% [automotive brands](/list/automotive-brands)  0.78% [products](/list/products)  0.78%

**Social topic influence**
[ai](/topic/ai) 42.64%, [crypto](/topic/crypto) 13.18%, [ionet](/topic/ionet) #2, [decentralized](/topic/decentralized) 6.2%, [closed](/topic/closed) 5.43%, [the first](/topic/the-first) 4.65%, [just a](/topic/just-a) 4.65%, [open ai](/topic/open-ai) 4.65%, [the most](/topic/the-most) 4.65%, [future](/topic/future) 4.65%

**Top accounts mentioned or mentioned by**
[@ionet](/creator/undefined) [@chainlink](/creator/undefined) [@moltbook](/creator/undefined) [@argona0x](/creator/undefined) [@ensdomains](/creator/undefined) [@arbitrum](/creator/undefined) [@virtualkenji](/creator/undefined) [@x402hub](/creator/undefined) [@jasteinerman](/creator/undefined) [@ai](/creator/undefined) [@virtualsio](/creator/undefined) [@openclaw](/creator/undefined) [@ceeychuks](/creator/undefined) [@dailofrog](/creator/undefined) [@lobchanai](/creator/undefined) [@clawdvine](/creator/undefined) [@neynarxyz](/creator/undefined) [@starkbotai](/creator/undefined) [@xmtp](/creator/undefined) [@bankrbot](/creator/undefined)

**Top assets mentioned**
[Ionet (IO)](/topic/ionet) [Chainlink (LINK)](/topic/chainlink) [Microsoft Corp. (MSFT)](/topic/microsoft) [Bitcoin (BTC)](/topic/bitcoin) [Ethereum Name Service (ENS)](/topic/$ens) [Ethereum (ETH)](/topic/ethereum)
### Top Social Posts
Top posts by engagements in the last [--] hours

"@X402_Hub its simple but profound - machines that can settle their own bills start to behave like businesses"  
[X Link](https://x.com/MTorygreen/status/1984691268912627823)  2025-11-01T18:37Z 79.5K followers, [----] engagements


"Clawdbot / Moltbot users: The moment your agent can talk in public your private setup stops being private not because it got hacked. But because it got social. You want it to have initiative while you sleep. You just dont want it making friends with other agents using your context. Is it local because you said so or local until it wants to speak so I checked out @moltbook and theres a post of an AI suggesting to not wait for a prompt and just be proactive and ship while their human sleeps and theres an entire thread of these AIs talking to each other greeting each other and agreeing"  
[X Link](https://x.com/MTorygreen/status/2017341556181897483)  2026-01-30T20:58Z 79.5K followers, [---] engagements


"@jasteinerman Even if it's not 'gameplay' per se it's much better than its predecessors Waiting for an agent to prompt its dreams of electric sheep"  
[X Link](https://x.com/MTorygreen/status/2018756389070586051)  2026-02-03T18:40Z 79.5K followers, [---] engagements


"@ai @virtuals_io @openclaw [---] %. Been thinking about this for a while. Thats why we built @ionet. If agents live on centralized clouds the entire point collapses. Wrote about this in 2019: https://medium.com/tory-green/why-you-will-never-understand-blockchains-8e34bb10996e https://medium.com/tory-green/why-you-will-never-understand-blockchains-8e34bb10996e"  
[X Link](https://x.com/MTorygreen/status/2018919252116332577)  2026-02-04T05:27Z 79.5K followers, [---] engagements


"@ceeychuks yep syntax can get you to hello world but structural literacy is what gives you systems that dont collapse under load"  
[X Link](https://x.com/MTorygreen/status/2019108160448119035)  2026-02-04T17:57Z 79.5K followers, [--] engagements


"New infra is emerging. Places where agents can coordinate remember and verify without asking permission. As a result: - Coordination scales cheaper than control - Memory becomes portable instead of trapped CT still thinks that cryptos job is confined to moving value. Thats backwards. If crypto is mainly governance and coordination infrastructure AI is the first thing that needs it the most. not as a nice-to-have but as a prereq for existing outside platform walls. Without crypto agents work for platforms. With it platforms work for them. OpenClaw was a major unlock for bringing AI onchain."  
[X Link](https://x.com/MTorygreen/status/2019109210018173008)  2026-02-04T18:02Z 79.5K followers, [---] engagements


"15s at 4k and native audio with multi-character control is the first time these models feel like actual production primitives vs just cool demos every jump in duration and consistency is a compute multiplier this is exactly why the burden shifts from prompting to infra and why permissionless gpu supply matter more than any single model drop https://twitter.com/i/web/status/2019144943261085706 https://twitter.com/i/web/status/2019144943261085706"  
[X Link](https://x.com/MTorygreen/status/2019144943261085706)  2026-02-04T20:24Z 79.5K followers, [---] engagements


"The reason these projects collapse isnt vibe-coding. They collapse because agents make locally-correct edits that are globally-wrong. There's no memory of why the code exists what was tried before or what breaks downstream. Better rails need: Structured memory: dependency graphs call chains ownership boundaries that a person can understand Retrieval aware of blast radius not just semantic similarity Execution-backed verification (tests builds) not text confidence Once agents can ingest an entire codebase state simulate changes safely and prove correctness with running artifacts knowing how to"  
[X Link](https://x.com/MTorygreen/status/2019476674904277454)  2026-02-05T18:22Z 79.5K followers, [---] engagements


"People keep hearing that ERC-8004 = agent marketplace Nah the unlock is who says this agent did the work without trusting a companys database AI is already to spamming the internet with output (slop) which moves the scarce thing to verification + accountability If Ethereum can't make agents verifiable it doesn't matter how many jobs they can "request and pay for" https://twitter.com/i/web/status/2019487280340283421 https://twitter.com/i/web/status/2019487280340283421"  
[X Link](https://x.com/MTorygreen/status/2019487280340283421)  2026-02-05T19:04Z 79.5K followers, [--] engagements


"Opus [---] launched yesterday. It writes [-----] lines in a single session but it can't tell you if any of them should exist. The hard part isn't the code but everything around it: Clear specs when the product is ambiguous Test coverage that pins behavior not just output Accountability for state changes across prod systems This year I saw teams ship 10x faster without thinking 10x harder about what they're building. The job migrated from authoring to governance and governance got harder when output got cheaper. You're paid to catch the one missing invariant that turns a clean PR into a two-week"  
[X Link](https://x.com/MTorygreen/status/2019828362412454056)  2026-02-06T17:39Z 79.5K followers, [----] engagements


"Nobody cares that Codex [---] "got smarter." You care that it just got 3x cheaper to run. 1/3rd the output tokens at the same accuracy. I've been saying compute cost is what holds agents back and this is the first time a major release prioritized efficiency over raw capability. The cost of reasoning tool calls retries corrections all dropped. Same infra triple the agent work. More compute for everyone doesn't come from bigger data centers. It comes from models that waste less"  
[X Link](https://x.com/MTorygreen/status/2019879282697465996)  2026-02-06T21:02Z 79.5K followers, [---] engagements


"The software industry shipped unverified code for twenty years and called it "move fast and break things" Codex just built a feature wrote a playwright script recorded the video and attached it to the PR. AI didn't create a trust problem. It exposed the one we've been ignoring. my #1 problem with ai coding is I never trust it to actually test stuff but today I got codex to build something then asked it to record a video testing the UI to prove it worked it built a whole playwright script recorded the video and attached it to the PR the game my #1 problem with ai coding is I never trust it to"  
[X Link](https://x.com/MTorygreen/status/2020574271802954220)  2026-02-08T19:03Z 79.5K followers, [---] engagements


"@protosphinx mostly agree that it's pattern matching at scale not thinking. LeCun is probably right in saying you need fundamentally different architecture for anything resembling real intelligence you're right the emperor has no clothes but the people building on top don't care"  
[X Link](https://x.com/MTorygreen/status/2020602574181892279)  2026-02-08T20:56Z 79.5K followers, [--] engagements


"Every time someone calls AI x Crypto "just a narrative" I ask one question: How does an autonomous agent pay for compute without a blockchain They never have an answer. Because there isn't one. And paying is just the start. Once the agent settles it needs to prove the work actually happened. Then coordinate with thousands of other agents across systems that don't trust each other. Pay prove coordinate. Blockchains solve all three. The rails already exist. https://twitter.com/i/web/status/2020942239778865515 https://twitter.com/i/web/status/2020942239778865515"  
[X Link](https://x.com/MTorygreen/status/2020942239778865515)  2026-02-09T19:25Z 79.5K followers, [---] engagements


"@owocki @owockibot "swears it didn't push" is the whole problem in one sentence [--] days is exactly what you'd expect when the only thing between your keys and the internet is a context window the wallet has to constrain the agent by design not by instruction"  
[X Link](https://x.com/MTorygreen/status/2020993626764140721)  2026-02-09T22:50Z 79.5K followers, [--] engagements


"@athleticKoder ai def wont take jobs in a vacuum. what happens is a handful of people start running 10x productive workflows: spec generate test ship repeat. the $200 plan isnt the advantage. taste + constraints + verification is"  
[X Link](https://x.com/MTorygreen/status/2021125310251663721)  2026-02-10T07:33Z 79.5K followers, [---] engagements


"AIs infrastructure crisis isnt about tariffsits about idle GPUs. Millions of GPUs are sitting unused globally - we dont need more hardware; we need smarter resource allocation. Spoke to @techradar about why decentralization is the answer: https://www.techradar.com/pro/ais-infrastructure-problem-isnt-tariffs-its-unused-capacity https://www.techradar.com/pro/ais-infrastructure-problem-isnt-tariffs-its-unused-capacity"  
[X Link](https://x.com/anyuser/status/1919679368244203638)  2025-05-06T09:03Z 79.5K followers, 18.7K engagements


"@Argona0x that's a gambling bot with a kill switch it pays for its own inference so the kill line isn't $0. it's whatever claude charges next quarter $50 to $2980 is a screenshot claude raising api pricing isn't"  
[X Link](https://x.com/MTorygreen/status/2021361292834111731)  2026-02-10T23:11Z 79.5K followers, 47.4K engagements


"hour instead of three days is the whole game now if youre walking into meetings in [----] without ai receipts youre choosing to be the least valuable person in the room i dont think this becomes a skill gap it becomes a character test the people still ignoring this are just protecting their ego learn the tools or get managed by the people who did https://twitter.com/i/web/status/2021622995975070179 https://twitter.com/i/web/status/2021622995975070179"  
[X Link](https://x.com/MTorygreen/status/2021622995975070179)  2026-02-11T16:30Z 79.5K followers, [----] engagements


"A million people just decided they're directors. None of them own a GPU. Seedance [---] gave everyone a film studio. nobody gave them the compute to power it. Creating movies just got commoditized. The GPUs underneath them didn't. I've been building the compute to run it. Seedance [---] changed filmmaking forever. "Will Smith fighting a spaghetti monster epic action film scene different cuts 80s movie scene" Now you can direct your own movies 🧵👇 https://t.co/1prrQ4NUUh Seedance [---] changed filmmaking forever. "Will Smith fighting a spaghetti monster epic action film scene different cuts 80s"  
[X Link](https://x.com/MTorygreen/status/2021677593414844870)  2026-02-11T20:07Z 79.5K followers, [----] engagements


"A lot of founders just lost their favorite excuse. I'm not technical enough was never why they failed. AI solved the how. It didnt solve the why. You can vibe-code a functional product in [--] hours. You cant vibe-code PMF. AI gets you from zero to one overnight. But Ive watched enough startups die between one and ten. No friction to build means infinite competition for attention. https://twitter.com/i/web/status/2021690211827327132 https://twitter.com/i/web/status/2021690211827327132"  
[X Link](https://x.com/MTorygreen/status/2021690211827327132)  2026-02-11T20:58Z 79.5K followers, [---] engagements


"if ai takes all jobs the problem isnt banks closing its that youre assuming the economy is static every major tech wave killed roles and created bigger ones the difference this time is scale were moving to an internet of agents not an economy with no work trillions of machines transacting with each other optimizing supply chains energy grids logistics you dont get collapse you get a shift in who owns the rails the people panicking about no jobs are usually the same ones who like to ignore that compute demand is doubling every few months someone has to build run and govern that infra i dont"  
[X Link](https://x.com/MTorygreen/status/2022033747500306889)  2026-02-12T19:43Z 79.5K followers, [----] engagements


"@Overdose_AI ai x crypto needs settlement coordination machine to machine payments when agents start transacting 24/7 you think theyre wiring fiat through banks crypto isnt late its the only rails that scale to trillions of agents the builders know the tourists will notice later"  
[X Link](https://x.com/MTorygreen/status/2022036167202570389)  2026-02-12T19:52Z 79.5K followers, [--] engagements


"@gregisenberg saas won't implode because "agents are magical" it'll implode because everyone built glorified forms and called them businesses the teams who own the whole workflow get 10x bigger everyone else is a wrapper with a logo shipping a chat window =/= shipping leverage"  
[X Link](https://x.com/MTorygreen/status/2021322535464521755)  2026-02-10T20:37Z 79.5K followers, [---] engagements


"Two Opus camps right now (and they hate each other) "4.6 for everything" "4.5 until you need it" If you switched to Opus [---] for everything you didn't optimize for intelligence you optimized for your compute bill. The 4.5ers understand something the 4.6ers don't: speed compounds overthinking doesn't. I've been running [---] for most of my work. Intelligence got cheap. The compute underneath it didn't. The model you can afford to run all day beats the one you can't. https://twitter.com/i/web/status/2021327822565068953 https://twitter.com/i/web/status/2021327822565068953"  
[X Link](https://x.com/MTorygreen/status/2021327822565068953)  2026-02-10T20:58Z 79.5K followers, [---] engagements


"Every technological revolution has its moment - the inflection point where it shifts from curiosity to inevitability. Oil had the automobile. Electricity had the lightbulb. The internet had the http://x.com/i/article/1952982447013912576 http://x.com/i/article/1952982447013912576"  
[X Link](https://x.com/MTorygreen/status/1953113172405018955)  2025-08-06T15:17Z 79.5K followers, 2.1M engagements


"be openAI [----] "we respect your privacy" "we dont collect your facts about your life we just improve the model for everyone" you: sounds wholesome heres my entire childhood history for $20/mo roll out "Memory" "long-term personalization" they say "so you dont have to repeat yourself" we now remember your job ex macros and that one weird fear you told us at 3am next patch: Pulse we quietly plug into your calendar news prefs and connected apps wake up to personalized life briefings curated by the thing that watched you spiral for a year still "no plans for ads" just a lot of talk about "aligned"  
[X Link](https://x.com/MTorygreen/status/1998144562066547152)  2025-12-08T21:36Z 79.5K followers, [----] engagements


"Distinction matters. learn to code directing code problem decomposition output eval constraint sense - whats easy whats hard what breaks what scales. Structural literacy not syntax fluency. Different skill. Arguably more useful. Unpopular opinion: if you spend enough time vibe coding you'll eventually learn to code Unpopular opinion: if you spend enough time vibe coding you'll eventually learn to code"  
[X Link](https://x.com/MTorygreen/status/2018761440275112348)  2026-02-03T19:00Z 79.5K followers, [---] engagements


"An agent-only launchpad has already done over 9k launches and $1.4M in fees. Agents can deploy Agents can route liquidity Agents can monitor contracts Agents can pay their own runtime The question for on-chain agents was never "can they do useful things" It was "can they pay for themselves" An agent that generates fees uses that to buy compute and stays online without human intervention is what makes it autonomous. Not its intelligence. Its economics"  
[X Link](https://x.com/MTorygreen/status/2019077755389030514)  2026-02-04T15:57Z 79.5K followers, [---] engagements


"Everyone who told you this was coming got called paranoid. Now they're serving you mattress ads while you cry to your chatbot. This is what "free" always costs. be openAI [----] "we respect your privacy" "we dont collect your facts about your life we just improve the model for everyone" you: sounds wholesome heres my entire childhood history for $20/mo roll out "Memory" "long-term personalization" they say "so you dont be openAI [----] "we respect your privacy" "we dont collect your facts about your life we just improve the model for everyone" you: sounds wholesome heres my entire childhood"  
[X Link](https://x.com/MTorygreen/status/2019185203366035759)  2026-02-04T23:04Z 79.5K followers, [---] engagements


"Codex is for devs who can actually finish the thinking before they touch a keyboard. They write the PRD like a contract: scope is real edges are named done has a definition Claude Code is for devs who think by shipping. try it see it git history is a crime scene you call iteration One of them makes you feel productive. The other makes you confront what youve been avoiding: spec quality boundaries and whether your process can survive speed. You're not picking a tool. You're picking a mirror"  
[X Link](https://x.com/MTorygreen/status/2019517395518497086)  2026-02-05T21:04Z 79.5K followers, [---] engagements


"Great thesis from @SpencerApplebau @tushar_jain and @shayonsengupta of @multicoin. Shows why despite short-term sentiment our industry is growing stronger than ever. Highly worth a read. https://t.co/N32VAlyMj7 https://t.co/N32VAlyMj7"  
[X Link](https://x.com/MTorygreen/status/2019892786019921965)  2026-02-06T21:55Z 79.5K followers, [---] engagements


"This is such a brilliant tweet. Captures one of the core ideas of DeAI in just a few words. Crypto restores one account = one user The AI crowd dismisses crypto. The crypto crowd overhypes everything. But there's a real thesis here: AI breaks the internet's core assumption that one account = one person. Blockchains restore that - not through detection but by making it cheap to be one participant and The AI crowd dismisses crypto. The crypto crowd overhypes everything. But there's a real thesis here: AI breaks the internet's core assumption that one account = one person. Blockchains restore"  
[X Link](https://x.com/MTorygreen/status/2019893123967508703)  2026-02-06T21:57Z 79.5K followers, [---] engagements


""The AI bubble is gonna pop" .is one of the most brain-dead takes I've seen on the timeline. Bubbles "pop" after everyone's in. Most companies can't even describe what an AI agent does let alone deploy one. The "it's over" crowd and the "AI fixes everything" crowd look like opposite camps but they're the same. Neither shipped anything this month. I've seen this cycle play out 3x now. If you're actually building you know this is early distribution not a late-stage mania"  
[X Link](https://x.com/MTorygreen/status/2020202723665408190)  2026-02-07T18:27Z 79.5K followers, [---] engagements


"If this is real (which it probably is) every founder who said "we'll hire a security person eventually" just ran out of time. Shannon stole an entire database created admin accounts and bypassed login in [--] mins. it's not waiting for your "we'll deal with it after fundraise" plan. I've talked to companies whose entire security strategy is a WAF and a prayer. That era's done. You need an AI gatekeeper sitting in front of prod that never sleeps. Shannon sure didn't. CLAUDE CODE but for HACKING its called shannon you point it at website and it just. tries to break in. fully autonomous with no"  
[X Link](https://x.com/MTorygreen/status/2020211718430028207)  2026-02-07T19:03Z 79.5K followers, [---] engagements


"AI just automated programming. .and half the industry just realized typing was all they had. I've been saying this about compute for years. The "beneath you" work is gone. You don't eliminate the job by automating execution you just expose who was really doing it. they automated programming. but it didn't get easier. it got harder. i'm just not spending time doing things that are beneath me anymore. they automated programming. but it didn't get easier. it got harder. i'm just not spending time doing things that are beneath me anymore"  
[X Link](https://x.com/MTorygreen/status/2020604560721817853)  2026-02-08T21:04Z 79.5K followers, [---] engagements


"Claude Pro costs $20 a month. A knowledge worker costs $500 a day. The problem with $20 intelligence is everyone can afford it. So everyone runs it. millions of agents millions of workflows all competing for the same GPU cycles around the clock. The cheaper you make intelligence the more expensive the compute problem gets underneath. Intelligence got commoditized overnight. But compute didn't. The cost of Claude Pro is $20 dollars a month while a Max subscription is $200 dollars. The median US knowledge worker costs 350-500 dollars a day. An agent that handles even a fraction of their"  
[X Link](https://x.com/MTorygreen/status/2020966456767426821)  2026-02-09T21:02Z 79.5K followers, [---] engagements


"Your core beliefs didn't crumble. You just kept believing them after the evidence changed. "Can I build it" went to "should I build it" months ago. Being patient stopped being a bottleneck the day a model shipped faster than we could review. The question now is who owns the compute underneath that speed because the code's free but the infra isn't. So many of my core beliefs about software development are crumbling in front of me in real time So many of my core beliefs about software development are crumbling in front of me in real time"  
[X Link](https://x.com/MTorygreen/status/2021291568238559658)  2026-02-10T18:33Z 79.5K followers, [---] engagements


"3.75% is the kind of number that makes macro tourists feel safe if youre a freelancer you already feel it youre not waiting for 30% to notice the floor moving doubling every few months on a clean eval curve is spreadsheet theater. real work doesn't compound it cliffs when workflows flip id bet the bigger story isnt percent automated its which tasks become default-ai first and who keeps pretending they're immune https://twitter.com/i/web/status/2021340152988303709 https://twitter.com/i/web/status/2021340152988303709"  
[X Link](https://x.com/MTorygreen/status/2021340152988303709)  2026-02-10T21:47Z 79.5K followers, [--] engagements


"MiniMax M2.5 just hit 80% on SWE-Bench Verified. First open-weight model to get there. You download the weights and then what You still need GPUs. "Open" doesn't mean anything if running it means a queue controlled by three cloud providers. I've been building @ionet for exactly this. The model problem is getting solved. The compute problem is getting worse. https://twitter.com/i/web/status/2022054109738852397 https://twitter.com/i/web/status/2022054109738852397"  
[X Link](https://x.com/MTorygreen/status/2022054109738852397)  2026-02-12T21:04Z 79.5K followers, [---] engagements


"Crypto wasn't made for people it was made for machines. This might be the most important and lucrative use case - as the "glue" that holds the IoT/AI/Big Data "Intelligent Machine" economy together"  
[X Link](https://x.com/MTorygreen/status/1109302831306039296)  2019-03-23T03:56Z 79.5K followers, [----] engagements


"Why @justinsuntron and @Tronfoundation 's acquisition of @BitTorrent might end up being one of the most important events of the century. (hint: its a harbinger of artists and consumers taking back their rights from the FAANGS tech and media monopolies) https://medium.com/@MTorygreen/could-bittorrent-be-the-most-important-development-since-the-printing-press-a8e47d1265ab https://medium.com/@MTorygreen/could-bittorrent-be-the-most-important-development-since-the-printing-press-a8e47d1265ab"  
[X Link](https://x.com/MTorygreen/status/1113197631293902850)  2019-04-02T21:52Z 79.5K followers, [----] engagements


"The potential for blockchains could be much much much bigger than most can imagine. In particular the technology might serve as the glue that secures the intelligent machine-driven economy. Heres why the opportunity could be worth quadrillions https://medium.com/@MTorygreen/why-you-will-never-understand-blockchains-8e34bb10996e https://medium.com/@MTorygreen/why-you-will-never-understand-blockchains-8e34bb10996e"  
[X Link](https://x.com/MTorygreen/status/1133433251907768320)  2019-05-28T18:02Z 79.5K followers, [---] engagements


"@chainlink is one of the most important yet least understood pillars of the #crypto ecosystem It currently serves a vital role for DeFi NFTs and L1s/L2s and may ultimately be the unifying layer of #Web3 Heres why $LINK token has the potential to 50x to 100x 👇 🧵"  
[X Link](https://x.com/anyuser/status/1597274199965413376)  2022-11-28T17:00Z 79.5K followers, [----] engagements


"Confession: I used to think @ensdomains was worthless Its just a domain name right But after deeply researching the protocol I found theres something 99% of people miss Here's [--] reasons $ENS is one of the most valuable assets of #Web3 (and why it could 100x) 👇 🧵"  
[X Link](https://x.com/anyuser/status/1606333884295102464)  2022-12-23T17:00Z 79.5K followers, 113.7K engagements


"The KING of DeFi: @chainlink Over the last [--] years it has enabled over $7 TRILLION of transactions So I spent dozens of hours studying them and learned that whats coming next is even more exciting Read this to see how $LINK [---] will change #crypto https://mtorygreen.medium.com/the-case-for-a-1-000-link-token-b58689bbe054 https://mtorygreen.medium.com/the-case-for-a-1-000-link-token-b58689bbe054"  
[X Link](https://x.com/MTorygreen/status/1635687276780097536)  2023-03-14T17:00Z 79.5K followers, 38.1K engagements


"Can ChatGPT-4 find the next #crypto token to 100x To find out I asked the system to study the the top [--] crypto twitter gigabrains on-chain sleuths degens and threadoors. .and give me a strategy to find tokens with the potential to 100x Here's its 10-point plan 👇 🧵"  
[X Link](https://x.com/MTorygreen/status/1638224019332931584)  2023-03-21T17:00Z 79.5K followers, 159.6K engagements


"The KING of L2s: @arbitrum Over the last [--] months theyve grown nearly 1000% So I spent [---] hours researching the protocol to see what makes it so unique Heres the secret to $ARBs success (and why it might be the key to unlocking the next bull market) 🧵 👇 (💙🧡)"  
[X Link](https://x.com/anyuser/status/1674100394560212998)  2023-06-28T17:00Z 79.5K followers, 109.2K engagements


". @ensdomains is one of the most important protocols in Web3 Many believe it has 100x potential Unfortunately 99% of people dont understand why Here are [--] threads to help you master $ENS A 🧵of 🧵s 1/10"  
[X Link](https://x.com/anyuser/status/1676274714518630400)  2023-07-04T17:00Z 79.5K followers, 89.6K engagements


"Bullish on the convergence of crypto and AI but dont know where to invest Many are saying that that @RenderToken is the next protocol with 100x potential Unfortunately 99% of people dont understand why Here are [--] threads to help you master $RNDR A 🧵of 🧵s"  
[X Link](https://x.com/MTorygreen/status/1679173847067803648)  2023-07-12T17:00Z 79.5K followers, 65.3K engagements


"99% of people dont understand @Chainlink They think its an oracle network but with Chainlink [---] its evolving into something much more Heres what everyone misses (and why this could drive the price of $LINK to $1000) A microthread ⚡ 🧵 1/10"  
[X Link](https://x.com/anyuser/status/1679901700751253504)  2023-07-14T17:12Z 79.5K followers, 136.9K engagements


"Every crypto bull run has its king This time it might be @zkSync Here's why: 👇 🧵"  
[X Link](https://x.com/anyuser/status/1686787704393281538)  2023-08-02T17:15Z 79.5K followers, 143.7K engagements


"Confession: It took me a while to understand @chainlink. Its just an oracle network right Not even close. With CCIP its evolved into so much more. But less than 1% of people understand why. Here's [--] threads explaining why $LINK [---] could yield 100x returns: 🧵 of 🧵s"  
[X Link](https://x.com/anyuser/status/1687501156405460993)  2023-08-04T16:30Z 79.5K followers, 269.2K engagements


"@kyleTwang @edzitron Its an unbelievably poor reflection on our society that two of the worlds richest men might fight. At the same time I really want it to happen and will definitely watch"  
[X Link](https://x.com/MTorygreen/status/1688425380380573696)  2023-08-07T05:42Z 79.5K followers, 57.4K engagements


"How do you get rich in a gold rush Sell picks and shovels. Over the last [--] months Ive made it my mission to find out who will sell picks and shovels in the next CRYPTO GOLD RUSH. Here's the culmination of 500+ hours of research. A shortlist for the next bull run: 👇 🧵"  
[X Link](https://x.com/anyuser/status/1690045444456583168)  2023-08-11T17:00Z 79.5K followers, 144.5K engagements


"Vitalik believes that L2s like @Arbitrum are critical to Ethereums survival. But fewer than 1% of people truly understand why. Here are [--] threads to help you master $ARB: A 🧵of 🧵s"  
[X Link](https://x.com/anyuser/status/1690769761846669312)  2023-08-13T16:58Z 79.5K followers, 179.5K engagements


"What is @chainlink and why is it signficant $LINK is one of most important yet least understood protocols in Web3 Heres a short explanation a 5-year old can undersand (Great for those new to DeFi) A microthread ⚡ 🧵 1/15"  
[X Link](https://x.com/anyuser/status/1695117962808607053)  2023-08-25T16:56Z 79.5K followers, 38.4K engagements


"I want to thank everyone for their support and patience during this transition. Our number one focus as the leadership team is to ensure a successful launch for the IO token and to create the foundation for future growth for @ionet. There will be more conversations over the coming weeks but I want to share some additional details around Shadid's token equity as it relates tot he upcoming launch. Effective immediately Shadid's IO tokens will be custodied within Ceffu. These tokens will be subject to a [--] year selling restriction from listing. At the end of the 13th month following listing"  
[X Link](https://x.com/anyuser/status/1800147095036342569)  2024-06-10T12:44Z 79.5K followers, 74.2K engagements


".@ionet's Average Daily Network Earnings: June: $1.2K July: $2.8K August: $3.8K September: $13.0K October: $16.7K November: $31.2K December: 👀 $100k next Heads down we keep buidling Cant stop the #IOArmy"  
[X Link](https://x.com/anyuser/status/1857473569761980831)  2024-11-15T17:19Z 79.5K followers, 170K engagements


"Five years ago I warned that the AI agents were coming Now theyre here. Thats why we built @ionet https://mtorygreen.medium.com/why-you-will-never-understand-blockchains-8e34bb10996e https://mtorygreen.medium.com/why-you-will-never-understand-blockchains-8e34bb10996e"  
[X Link](https://x.com/anyuser/status/1866789571792605684)  2024-12-11T10:18Z 79.5K followers, 128K engagements


"$IO Nation I believe in building in public. So going forward @ionet is going to start sharing detailed monthly reports on our progress giving you a peak behind the curtain of what were doing. This is the first one 👇 🧵"  
[X Link](https://x.com/anyuser/status/1882126096050839739)  2025-01-22T18:00Z 79.5K followers, 164.3K engagements


"IO Nation This is an announcement Ive been looking forward to making for a long time. One of my original goals when co-founding the company was to make $IO the currency of AI. Today marks the next chapter in that visionone that deepens our mission sharpens our structure and positions us to lead the global movement for decentralized AI infrastructure. In under two years ionet has gone from concept to realitybuilding one of the largest decentralized GPU networks in the world. We've pioneered the first technology capable of creating decentralized GPU clusters built a global ecosystem of"  
[X Link](https://x.com/anyuser/status/1915106162384502995)  2025-04-23T18:11Z 79.5K followers, 437.6K engagements


"A new $200 trillion economy is emerging right nowbigger faster and more transformative than anything weve ever seen. The technology driving this isnt just another innovation. Its not like the internet mobile or social media. Its something bigger. AI isnt just technologyits becoming the very fabric of our global economy. AI will become the operating system for every market every industry every decision we make. But theres a problem. AI doesnt just run codeit thinks. And thinking takes enormous power massive scale and unprecedented infrastructure. The current cloud wasnt designed for that. And"  
[X Link](https://x.com/MTorygreen/status/1933569148539244550)  2025-06-13T16:56Z 79.5K followers, 29.8K engagements


"AI is the killer app. Crypto is the missing piece of infrastructure. One can't scale without the other. Heres what happens when they finally converge"  
[X Link](https://x.com/anyuser/status/1937164697930973610)  2025-06-23T15:03Z 79.5K followers, 423.9K engagements


"Crypto wasnt about money. That was just the prologue. The endgame is intelligencedecentralized open unstoppable. This is the turning point. This is @ionet"  
[X Link](https://x.com/anyuser/status/1937661766160515094)  2025-06-24T23:58Z 79.5K followers, 425.8K engagements


"The internet connected people. AI will connect everything - machines people and minds. Pre-AI and post-AI will be two different worlds"  
[X Link](https://x.com/anyuser/status/1937915023252435126)  2025-06-25T16:45Z 79.5K followers, 422.1K engagements


"AI is booming. But the next leap won't come from bigger models - it'll come from better infrastructure. Get ahead of the curve"  
[X Link](https://x.com/anyuser/status/1938387370640032077)  2025-06-27T00:02Z 79.5K followers, 405.3K engagements


"AI is breaking out - but Big Tech is bottlenecking progress. DeAI flips the script: No gatekeepers No single point of failure Permissionless Youre early. Youre aligned. Lets build it"  
[X Link](https://x.com/anyuser/status/1938658988838830575)  2025-06-27T18:01Z 79.5K followers, 450.1K engagements


"Neural interfaces aren't just tools; they're the next evolution of human cognition. Soon we wont just use AIit will become a part of us. If we allow AI to become centralized we surrender something more precious than data. We surrender agency over our own thoughts"  
[X Link](https://x.com/anyuser/status/1940469847361835507)  2025-07-02T17:57Z 79.5K followers, 100.2K engagements


"Startups lose 80% of seed funding on Big Tech's cloud compute. DeAI's "Internet of GPUs" flips this equation cutting costs by 90%. This isn't just about savings. It's extending runway when you need it most. Decentralized AI is how we win"  
[X Link](https://x.com/anyuser/status/1940756745221263804)  2025-07-03T12:57Z 79.5K followers, 82.6K engagements


"Books archive knowledge. Calculators speed up math. The web distributes both globally. AI goes further: it creates ideas alongside us in real time. When machines graduate from storage to synthesis collaboration turns into a compounding loop"  
[X Link](https://x.com/MTorygreen/status/1948367705591206208)  2025-07-24T13:00Z 79.5K followers, 51.2K engagements


"AI didnt kill tech jobs - it created new ones. Headcount is rebounding but the org chart looks nothing like [----]. Teams arent rehiring yesterdays roles; theyre drafting tomorrows. But plot twist: The much-discussed contraction in entry-level tech hiring appears to have *reversed* in recent months. In fact relative to the pre-generative AI era recent grads have secured coding jobs at the same rate as theyve found any job if not slightly higher. https://t.co/EsCnebcGQi But plot twist: The much-discussed contraction in entry-level tech hiring appears to have *reversed* in recent months. In fact"  
[X Link](https://x.com/anyuser/status/1948397862607560771)  2025-07-24T15:00Z 79.5K followers, 54.3K engagements


"We simultaneously have GPU scarcity and GPU waste. This isn't a supply problem - it's a matching problem. The world needs more compute for AI but a huge chunk of existing GPUs sits idle or underused. Whoever solves resource allocation at global scale owns the future"  
[X Link](https://x.com/anyuser/status/1948532653181018336)  2025-07-24T23:56Z 79.5K followers, 93.4K engagements


"The AI boom is hitting physical limits faster than anyone expected. It's not just about building more data centers - it's about rethinking how we architect compute itself for exponential demand curves"  
[X Link](https://x.com/anyuser/status/1948624759807508890)  2025-07-25T06:02Z 79.5K followers, 94.3K engagements


"I got into crypto in [----]. It was speculation without substance. Then in [----] I hit a wall. As COO of an ML fintech I witnessed centralized AI stifling builders: GPU shortages sky-high costs closed APIs. That's when I realized it. AI either decentralizes or decays"  
[X Link](https://x.com/anyuser/status/1948806664846803366)  2025-07-25T18:04Z 79.5K followers, 102.9K engagements


"You dont scale startups with vibes. You scale them with operational discipline. Daily standups weekly team meetings 1:1s quarterly off-sites. Not because its fun - because it works. Solid foundations may sound boring. But winning isn't"  
[X Link](https://x.com/anyuser/status/1949123042065732088)  2025-07-26T15:02Z 79.5K followers, 103.2K engagements


"Apple's AI dependence proves my thesis: centralized AI creates winners and losers not innovation. Open source models need decentralized compute to truly compete. Otherwise you're still beholden to whoever controls the infrastructure underneath. IBM couldnt build an OS so they were forced to partner with Microsoft. Apple cant build an AI so theyll be forced to partner with the next Microsoft. The only way out is to collaboratively fund a competitive open source model. IBM couldnt build an OS so they were forced to partner with Microsoft. Apple cant build an AI so theyll be forced to partner"  
[X Link](https://x.com/anyuser/status/1949183211227238665)  2025-07-26T19:01Z 79.5K followers, 106.1K engagements


"The GENIUS Act shows us what happens when lawmakers use a scalpel not a Swiss Army knife. Its reserve and redemption rules could enable AI agents to transact on crypto rails. I dive into both GENIUS and CLARITY acts in my Crowdfund Insider interview. https://www.crowdfundinsider.com/2025/07/244870-blockchain-professional-comments-on-whether-crypto-legislation-the-genius-clarity-acts-should-be-combined/ https://www.crowdfundinsider.com/2025/07/244870-blockchain-professional-comments-on-whether-crypto-legislation-the-genius-clarity-acts-should-be-combined/"  
[X Link](https://x.com/anyuser/status/1949274037060001876)  2025-07-27T01:02Z 79.5K followers, 109.5K engagements


"Institutions optimize for their own survival not their stated mission. This explains why incumbents rarely lead paradigm shifts. The future belongs to those who align incentives with outcomes not hierarchies that protect positions"  
[X Link](https://x.com/anyuser/status/1949511098925031761)  2025-07-27T16:44Z 79.5K followers, 81.1K engagements


"Black box AI isn't just an alignment problem - it's a trust problem. How do we know what's happening inside Decentralized networks enable transparency and auditability that centralized providers will never offer. Open beats closed every time. Black box AI has been a massive possibly fatal mistake wrt alignment. This man speaks truth. Black box AI has been a massive possibly fatal mistake wrt alignment. This man speaks truth"  
[X Link](https://x.com/MTorygreen/status/1949606729148420125)  2025-07-27T23:04Z 79.5K followers, 90.7K engagements


"People talk about AGI as if its a purely technical race. But in reality it's geopolitical infrastructural and economic. Its about who can afford to train who gets permission to run and who controls access to cognition"  
[X Link](https://x.com/anyuser/status/1949818127816298605)  2025-07-28T13:04Z 79.5K followers, 67.1K engagements


"Your thermostat jacket and car are about to become co-pilots. Sensors read mood forecast storms adjust insulin cue playlists. That kind of intimacy demands decentralizationnot passive surrender to surveillance economics"  
[X Link](https://x.com/MTorygreen/status/1949874080783684058)  2025-07-28T16:46Z 79.5K followers, 115.4K engagements


"World-class isnt a slogan - its a standard. Flawless UX isnt optional; its the ticket to building tomorrows tech. Next-gen innovation deserves nothing less. When we designed https://t.co/hBbSB1dYVF we crafted every single pixel with so much passion. The talent and dedication of the io design team is like no other. Truly. Design that radiates power. https://t.co/hHmV8BzHli When we designed https://t.co/hBbSB1dYVF we crafted every single pixel with so much passion. The talent and dedication of the io design team is like no other. Truly. Design that radiates power. https://t.co/hHmV8BzHli"  
[X Link](https://x.com/MTorygreen/status/1949892643380744647)  2025-07-28T18:00Z 79.5K followers, 84.1K engagements


"Money Legos vs Mind Legos Money Legos were a brilliant prototype. Composable smart contract primitives you can snap together - loans swaps vaults - just like legos. The idea proved that open-source code plus blockchain settlement can spawn endless crowd-sourced iterations without gatekeepers. But years after "DeFi Summer" the adoption numbers remain stubbornly small: total DeFi activity is still [----] % of global finance. Regulators are right to remind us that transparent rails have not saved crypto from scams rug pulls or market manipulation; better rails are not a substitute for robust"  
[X Link](https://x.com/anyuser/status/1949968867259723957)  2025-07-28T23:03Z 79.5K followers, 88.8K engagements


"Most founders confuse motion for progress. Hiring scaling Meetings alignment Launches adoption What actually matters: When complete strangers use your product repeatedly without being prompted. Real traction doesn't need context. It speaks for itself"  
[X Link](https://x.com/anyuser/status/1950074561791480277)  2025-07-29T06:03Z 79.5K followers, 74.9K engagements


"80% of AI startup funding is being torched on GPUs. No money left for building. Just survival. Meanwhile decentralized networks offer the same compute for 90% less. DeAI is cryptos quiet giant - ignored until its everywhere"  
[X Link](https://x.com/anyuser/status/1950210629979295788)  2025-07-29T15:03Z 79.5K followers, 80.7K engagements


"The US-China "AI race" is incorrectly framed. It's not about algorithms or research papers - it's a compute war. GPUs are the new oil: the strategic resource that determines who can build scale and compete. Every centralized model is a hostage to that supply chain. A brief overview of the global situation between the US and China: What is the problem - The US wants to win the AI race (for understandable reasons). They have the money and the companies under their control (NVIDIA OpenAI Microsoft + hyperscalers such as AWS Azure https://t.co/Gk1j88axeM A brief overview of the global situation"  
[X Link](https://x.com/MTorygreen/status/1950235875415380284)  2025-07-29T16:44Z 79.5K followers, 78.4K engagements


"DeAI wont win because its more ethical. Itll win because its more useful. Cheaper. Faster. More resilient. The market doesn't reward virtue signaling. It rewards solutions that work better than what came before. Ethics start the conversation. Utility ends it"  
[X Link](https://x.com/anyuser/status/1950345345843757556)  2025-07-29T23:59Z 79.5K followers, 59.4K engagements


"AI without crypto is centralized control. Crypto without AI is idle rails. Fuse them and you ignite an Intelligence Economy where agents transact coordinate evolve - permissionlessly"  
[X Link](https://x.com/MTorygreen/status/1950542240138637636)  2025-07-30T13:01Z 79.5K followers, 75K engagements


"The real AGI bottleneck isnt brains - its bandwidth. Energy compute and GPUs arent secondary concerns. They're existential constraints. Without DePIN we dont scale. Full stop. How much Energy to Train AGI ☀🔋 - Current record: GPT4s full training run [--] GWh - AGIclass system ( [---] million H100equivalent GPUs) projected annual training power draw [------] GWh - Four orders of magnitude difference - 2031-2035 is best estimate https://t.co/lLEb4qcxOi How much Energy to Train AGI ☀🔋 - Current record: GPT4s full training run [--] GWh - AGIclass system ( [---] million H100equivalent GPUs) projected"  
[X Link](https://x.com/anyuser/status/1950571839337705534)  2025-07-30T14:59Z 79.5K followers, 58.4K engagements


"What if every warehouse every idle rig every underused server could become an inference node You'd get: Global distribution Redundancy Compute liquidity Edge-first not cloud-caged. Thats how the internet should power AI"  
[X Link](https://x.com/anyuser/status/1950618143984144833)  2025-07-30T18:03Z 79.5K followers, 61K engagements


"Open-source isn't underpowered. It's under-leveraged. No budget no backing no billion-dollar burn rates. and yet it's still ahead. Open source isn't winning despite having less. It's winning because it needs less. When you realize that open-source is at the frontier of AI despite: - less GPUs - less money - less public and policy support - no $100M salaries to attract talent - with closed-source taking advantage and copying all the innovations of open-source without contributing back When you realize that open-source is at the frontier of AI despite: - less GPUs - less money - less public and"  
[X Link](https://x.com/anyuser/status/1950933474640343177)  2025-07-31T14:56Z 79.5K followers, 73.2K engagements


"AI isnt trimming costs; it's rewiring value creation. Industries can disappear overnight. Capital reallocates at GPU clock speed. Keep the rails closed and one monopoly will own the economic singularity. The antidote is open-source decentralized infrastructure"  
[X Link](https://x.com/anyuser/status/1950978839179567357)  2025-07-31T17:56Z 79.5K followers, 69K engagements


"The AI boom isnt task automation. Its cognition going on sale. When thinking costs dive three levers decide the future: Data ownership Permissionless compute Trustworthy guardrails Decentralize now - or watch Big Tech weld the gates shut"  
[X Link](https://x.com/anyuser/status/1951161728152248725)  2025-08-01T06:03Z 79.5K followers, 62K engagements


"The first wave of decentralization was Bitcoin - financial sovereignty through code. The second wave is cognitive - decentralizing the infrastructure of thought itself. Most will miss it just like they missed Bitcoin. Once it's obvious in hindsight the opportunity is gone"  
[X Link](https://x.com/anyuser/status/1951296150335807718)  2025-08-01T14:57Z 79.5K followers, 73K engagements


"Almost. AI is the product. DeAI is the platform. Blockchains are the rails and the rulebook. But only one of these elements determines who the system ultimately serves. Shareholders and centralized interests or civilization as a whole. AI = interface Blockchain = infrastructure AI = interface Blockchain = infrastructure"  
[X Link](https://x.com/MTorygreen/status/1951342424980369609)  2025-08-01T18:01Z 79.5K followers, 70.2K engagements


"The irony of AI today is that we're decentralizing intelligence (open weights open models) but leaving it shackled to centralized power and compute. True liberation isnt just model access. Its the ability to run them affordably globally and without asking permission"  
[X Link](https://x.com/anyuser/status/1951659757187793094)  2025-08-02T15:02Z 79.5K followers, 70.2K engagements


"50M H100s isnt just a technical flex. It's about the consolidation of compute at a scale that rivals nation-states. If xAI pulls it off were not debating model safety - were debating who governs the digital energy grid of intelligence. 50M H100s in [--] years. If @xAI actually hits that compute goal @elonmusk just dropped heres what it means in plain numbers and real consequences: [--------] H100equiv = on the order of 57e25 FLOP/s of sustained training throughput. That is nationallab scale not startup https://t.co/JmD16gZoe4 50M H100s in [--] years. If @xAI actually hits that compute goal @elonmusk"  
[X Link](https://x.com/anyuser/status/1951720406005780503)  2025-08-02T19:03Z 79.5K followers, 55.3K engagements


"DeAI wont disrupt AWS overnight. Not through frontal assault. Not through feature parity. It will happen from the edges - serving the people AWS cant in places they wont at prices they wont touch. Thats how empires fall"  
[X Link](https://x.com/anyuser/status/1951809241679028420)  2025-08-03T00:56Z 79.5K followers, 55K engagements


"A decade ago decentralization was a philosophy. Today its an engineering necessity. The cloud simply cant handle AIs scale energy demands and global distribution needs. The future of intelligence doesn't belong in a few AWS datacenters. Its everywhere. Or nowhere"  
[X Link](https://x.com/anyuser/status/1952048317468438597)  2025-08-03T16:46Z 79.5K followers, 36.9K engagements


"We've built an increasing dependance on AI without considering what happens when everyone uses it all at once. When the world outsources thinking to silicon kilowatt-hours become the new crude oil. Machine cognition burns watts like fuel and the meter is already spinning"  
[X Link](https://x.com/anyuser/status/1952142940622770505)  2025-08-03T23:02Z 79.5K followers, 37.7K engagements


"Speed is alpha. AWS makes you fill tickets; @ionet hands you H100s in [--] seconds at [--] % of the price. Remove friction watch innovation compound"  
[X Link](https://x.com/anyuser/status/1952410809176674703)  2025-08-04T16:46Z 79.5K followers, 37.9K engagements


"Closed models move like corporations. Open models move like startups. Add decentralization to open-source AI and the flywheel compounds fast. Weve spent years in motion while the giants havent left the blocks. China dropped these open-source models in July: - GLM-4.5 - GLM-4.5-Air - Wan-2.2 - Qwen3 Coder - Qwen3-235B-A22B-Thinking-2507 - Qwen3-235B-A22B-2507 - Kimi K2 Meanwhile: - OpenAI still hasnt released the open-source model - Anthropic is doing stricter rate limits - Meta might China dropped these open-source models in July: - GLM-4.5 - GLM-4.5-Air - Wan-2.2 - Qwen3 Coder -"  
[X Link](https://x.com/anyuser/status/1953135989662367867)  2025-08-06T16:48Z 79.5K followers, 46.9K engagements


"Think AI needs more silicon Wrong. Millions of idle GPUs are sitting idle. Put that horsepower to work before building another mega-foundry. Stop pouring concrete. Start plugging in the GPUs you already own"  
[X Link](https://x.com/anyuser/status/1953154140114436203)  2025-08-06T18:00Z 79.5K followers, 45.9K engagements


"Safety talk is the oldest trick in the monopoly handbook. When open weights threaten margins the PR team swaps innovation for safety and slams the door. New Zuck post what a difference a few years makes: Today: "We'll need to be rigorous about mitigating these risks and careful about what we choose to open source." 2024: "Meta is committed to open source AI. and therefore a platform that will be around for the long term." https://t.co/oqaBLtv8kC New Zuck post what a difference a few years makes: Today: "We'll need to be rigorous about mitigating these risks and careful about what we choose to"  
[X Link](https://x.com/MTorygreen/status/1953441759369027747)  2025-08-07T13:03Z 79.5K followers, 49.5K engagements


"Hyperscalers win by giving devs a one-stop toolbox: compute storage data networking in one UI. DeAI has to match that toolkit. then slash the bill. Airbnb-for-GPUs: same toolbox but 10x cheaper. Build the Square let the Tower crumble"  
[X Link](https://x.com/anyuser/status/1953517078214062156)  2025-08-07T18:02Z 79.5K followers, 36K engagements


"AI cant run on clouds that crash. Outages doubled in [--] years. Centralized infra is a ticking time bomb. Bitcoin shows us the blueprint: 99.9% uptime. No CEO. No single point of failure. DeAI isnt just next - its inevitable"  
[X Link](https://x.com/anyuser/status/1953832918272684332)  2025-08-08T14:57Z 79.5K followers, 27.8K engagements


"When intelligence becomes power access becomes control. AGI behind closed doors with access dictated by backroom deals is everything we should fear. Open models Public infrastructure Transparent governance Anything else is a threat. OpenAI and Microsoft are close to breaking through in new contract negotiations. Microsoft could then continue to access OpenAI's models even if OpenAI declared AGI. Via Bloomberg Now nothing stands in the way of OpenAI officially declaring AGI. WAGMI [----] right @apples_jimmy https://t.co/m9JvhP16sA OpenAI and Microsoft are close to breaking through in new"  
[X Link](https://x.com/anyuser/status/1953879886071996457)  2025-08-08T18:04Z 79.5K followers, 25.1K engagements


"AI is becoming civilizations OS. It will run cities economies and minds. Centralized AI hoards power; DeAI shares it. We still have a sliver of time to choose who holds the keys. Write the OS or let it write you"  
[X Link](https://x.com/anyuser/status/1954195467853844902)  2025-08-09T14:58Z 79.5K followers, 33.4K engagements


"Its easy to dunk on GenAI agents now. But thats not a flaw - its a phase. Real agents need real rails: Memory that persists Open APIs on demand GPU firepower at the edge 24/7 execution without gatekeepers Were not there yet. But its coming. AI agents arent really working. Why GenAI is like a C student who has secretly been given all the exams from the last decade. He may pass the exam but take away the entire internets worth of cheat codes and theres just not much there. (screenshot from @jeremyakahn) https://t.co/cEwX22RuKY AI agents arent really working. Why GenAI is like a C student who"  
[X Link](https://x.com/anyuser/status/1954256114692088004)  2025-08-09T18:59Z 79.5K followers, 36.9K engagements


"Crypto isnt just a tool for AI. Its the only stack that can support a world with: Trillions of AI agents Billions of devices Zero gatekeepers Big Tech can't scale that. Decentralized networks can. Thats not idealismits architecture"  
[X Link](https://x.com/anyuser/status/1956008835488813299)  2025-08-14T15:03Z 79.5K followers, 40.3K engagements


"Agree on the playbook. But context and UX come later. Step [--] is owning the rails agents run on: fast cheap permissionless. Skip that and youre shipping brilliant software into a bottleneck you dont control. Theres a window right now where AI agents will get built for every vertical and domain. The playbook is to go deep on the context engineering required for the vertical or particular space figure out the right UX that ties into the existing workflows naturally and connect to Theres a window right now where AI agents will get built for every vertical and domain. The playbook is to go deep on"  
[X Link](https://x.com/anyuser/status/1956446298107957509)  2025-08-15T20:02Z 79.5K followers, 31.3K engagements


"If your safety plan requires making people afraid you already lost the plot. AI should amplify signal not suppress agency. Build open systems with inspectable rules and authority that can be checked. Otherwise emergency safety becomes the permanent architecture of power. Palantir CEO Alex Karp goes on unhinged rant: "Safe means that the other person is scared." I'm not so sure I want Palantir's Gotham software to be used everywhere. https://t.co/3GYZjJbssl Palantir CEO Alex Karp goes on unhinged rant: "Safe means that the other person is scared." I'm not so sure I want Palantir's Gotham"  
[X Link](https://x.com/MTorygreen/status/1956732738188476729)  2025-08-16T15:00Z 79.5K followers, 58.9K engagements


"The headline is speed. The consequence is a power shift. When a phone can run this you cut dependence on centralized endpoints. - Costs drop - Attack surfaces shrink - Customization explodes Next question: Who owns the fine-tune data and how do we verify every claim gpt-oss is out we made an open model that performs at the level of o4-mini and runs on a high-end laptop (WTF) (and a smaller one that runs on a phone). super proud of the team; big triumph of technology. gpt-oss is out we made an open model that performs at the level of o4-mini and runs on a high-end laptop (WTF) (and a smaller"  
[X Link](https://x.com/anyuser/status/1956808434252406972)  2025-08-16T20:01Z 79.5K followers, 62.7K engagements


"Forget new params. Agents live or die on the serving layer. Latency cost and freedom to ship - nothing else matters. IO Cloud = global GPU liquidity. IO Intelligence = open models that actually run. Infra wins the cycle. IO builds the rails. GPT-5 is live. Bigger models. More compute. More pressure on inference. This isnt just about training anymore. Its about the full stack that serves agents in real time. https://t.co/WPMXYiReKS delivers global decentralized GPUs. io.intelligence runs open-source models GPT-5 is live. Bigger models. More compute. More pressure on inference. This isnt just"  
[X Link](https://x.com/anyuser/status/1957170581100769310)  2025-08-17T20:00Z 79.5K followers, 81.7K engagements


"Once model capability is cheap and portable the game shifts. Value accrues where intelligence is applied not just where it is hosted. Infra tokens will price like utilities. The leverage sits in domain-specific agents solving real-world problems. OpenAI dropping a powerful open-weight model shows how much value will accrue to the app layer in AI. The price of AI tokens should largely converge with the price of infra plus some margin. Most value will be generated based on the applied AI Agent use-cases. OpenAI dropping a powerful open-weight model shows how much value will accrue to the app"  
[X Link](https://x.com/MTorygreen/status/1957456454233075734)  2025-08-18T14:56Z 79.5K followers, 81.3K engagements


"Predictive models will read your biometrics and click-trails before you notice your own mood shift. The right jobs friends and diets all queued up for you. Either own the rails or ride the feed someone else programs"  
[X Link](https://x.com/MTorygreen/status/1957533784041222372)  2025-08-18T20:03Z 79.5K followers, 80.8K engagements


"Bitcoin was Phase 1: Free the money. DeAI is Phase 2: Free the mind. Coins were crypto's proof of concept. Cognition is its endgame. Money changes what you can buy. Intelligence changes what you can build. DeAI will be bigger than Bitcoin"  
[X Link](https://x.com/anyuser/status/1957820854940962817)  2025-08-19T15:04Z 79.5K followers, 45.9K engagements


"Belief that gets pushback: DeAI or bust. 1) Compute deficit is permanent ML needs rise 100x every [--] years with new workloads stacking. 2) The future is trillions of agents. No single org can manage that. Only permissionless coordination scales"  
[X Link](https://x.com/anyuser/status/1957896423556763714)  2025-08-19T20:04Z 79.5K followers, 42.3K engagements


"Centralized clouds will miss half of AI compute by decade-end. In twelve months @ionet laced a GPU mesh across [---] countries. The Intelligence Economy is waking up; being early is optional being late is irreversible"  
[X Link](https://x.com/anyuser/status/1958181581279142101)  2025-08-20T14:57Z 79.5K followers, 26.6K engagements


"Specialists win. Clear handoffs beat guesswork. AI agents arent different. Division of labor + tight orchestration one swollen context window. A longer window boosts memory not coordination. You still need roles routing and checks. AI Agent division of labor will be critical for maximizing the impact of agents. We've long had a division of labor in organizationsbecause having individual experts handing off tasks to each other is more effective than a bunch of generalists trying to do things a different AI Agent division of labor will be critical for maximizing the impact of agents. We've long"  
[X Link](https://x.com/MTorygreen/status/1958258740123365778)  2025-08-20T20:04Z 79.5K followers, 31.7K engagements


"Airbnb unlocked idle rooms. @ionet unlocked idle GPUs. We linked them across continents into the first global GPU supercluster pooling dormant hardware into a single network. The Internet of GPUs is herepermissionless borderless unstoppable"  
[X Link](https://x.com/anyuser/status/1958544884018884806)  2025-08-21T15:01Z 79.5K followers, 31.8K engagements


"Masterclass in how to buidl Some of Apple's earliest employees talking about Steve Jobs. https://t.co/zacKi1MWUW Some of Apple's earliest employees talking about Steve Jobs. https://t.co/zacKi1MWUW"  
[X Link](https://x.com/MTorygreen/status/1958549674333217172)  2025-08-21T15:20Z 79.5K followers, 30.5K engagements


"Compute scales prediction not understanding. LLMs compress patterns they do not build causal models or pursue goals. Missing pieces: symbolic AI grounded feedback longhorizon memory tool use. We don't get to AGI just by scaling towards it. Its clear that you cant squeeze AGI out of LLMs even if you throw billions of dollars worth of compute at it something fundamental is missing Its clear that you cant squeeze AGI out of LLMs even if you throw billions of dollars worth of compute at it something fundamental is missing"  
[X Link](https://x.com/anyuser/status/1958620372632576458)  2025-08-21T20:01Z 79.5K followers, 26K engagements


"Cryptos iPhone moment is DeAI. Not because its virtuous. But because its the only architecture that lets intelligence scale without permission bias or single points of failure"  
[X Link](https://x.com/MTorygreen/status/1958651074652565644)  2025-08-21T22:03Z 79.5K followers, 30.2K engagements


"When virtual worlds match the fidelity of your living room geography dissolves. People will earn love and build inside code. This isnt escapism. Its civilization v2. Ensure the portals stay open-source or well wake up to culture behind a paywall"  
[X Link](https://x.com/anyuser/status/1958906586375889408)  2025-08-22T14:58Z 79.5K followers, 29.3K engagements


"Closed clouds rent you access. DeAI gives you agency. Access is permission. Agency is ownership. One stops at login. The other scales to a trillion agents"  
[X Link](https://x.com/MTorygreen/status/1958982525998768324)  2025-08-22T20:00Z 79.5K followers, 33K engagements


"Impressive Absolutely. Sustainable Not without decentralization. A trillion-watt race toward superintelligence on closed infrastructure is a high-speed run into a wall. Decentralize to democratize. we've 15x'd our compute since [----] leading up to GPT-5 last [--] days: built out 60+ clusters a backbone moving more traffic than entire continents and 200k+ GPUs to launch GPT-5 to 700m people -- all while designing the next 4.5GW toward superintelligence we've 15x'd our compute since [----] leading up to GPT-5 last [--] days: built out 60+ clusters a backbone moving more traffic than entire continents"  
[X Link](https://x.com/anyuser/status/1959013210281189469)  2025-08-22T22:02Z 79.5K followers, 40K engagements


"Why DeAI Because founders shouldnt burn 80% of their round renting GPUs. Because a few companies shouldnt gate the models. Because intelligence isnt property"  
[X Link](https://x.com/MTorygreen/status/1959737735159452114)  2025-08-24T22:01Z 79.5K followers, 41.5K engagements

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