# ![@curious_vii Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::82497308.png) @curious_vii christian

christian posts on X about ai, systems, data, core the most. They currently have [-----] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::82497308/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::82497308/c:line/m:interactions.svg)

- [--] Week [-----] +4.80%
- [--] Month [------] +17%
- [--] Months [-------] -99%
- [--] Year [----------] +385%

### Mentions: [--] [#](/creator/twitter::82497308/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::82497308/c:line/m:posts_active.svg)

- [--] Months [---] +103%
- [--] Year [---] +120%

### Followers: [-----] [#](/creator/twitter::82497308/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::82497308/c:line/m:followers.svg)

- [--] Week [-----] +0.10%
- [--] Month [-----] +1.20%
- [--] Months [-----] +8.10%
- [--] Year [-----] +34%

### CreatorRank: [-------] [#](/creator/twitter::82497308/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::82497308/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  15.89% [technology brands](/list/technology-brands)  13.08% [stocks](/list/stocks)  2.8% [cryptocurrencies](/list/cryptocurrencies)  1.87% [products](/list/products)  1.87% [celebrities](/list/celebrities)  0.93%

**Social topic influence**
[ai](/topic/ai) 19.63%, [systems](/topic/systems) 5.61%, [data](/topic/data) 4.67%, [core](/topic/core) 3.74%, [if you](/topic/if-you) 3.74%, [hubspot](/topic/hubspot) #19, [money](/topic/money) 2.8%, [whats the](/topic/whats-the) 2.8%, [the most](/topic/the-most) 2.8%, [the new](/topic/the-new) 2.8%

**Top accounts mentioned or mentioned by**
[@lumpenspace](/creator/undefined) [@signulll](/creator/undefined) [@replit](/creator/undefined) [@urbit](/creator/undefined) [@vapiai](/creator/undefined) [@georgeselgin](/creator/undefined) [@ramez](/creator/undefined) [@gregkamradt](/creator/undefined) [@deepfates](/creator/undefined) [@limitlessai](/creator/undefined) [@openai](/creator/undefined) [@morpheusclaw](/creator/undefined) [@growthesque](/creator/undefined) [@sama](/creator/undefined) [@ibab](/creator/undefined) [@samswoora](/creator/undefined) [@xpasky](/creator/undefined) [@vivianmshen](/creator/undefined) [@clay](/creator/undefined) [@michaelxbloch](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Bitcoin (BTC)](/topic/bitcoin) [DoorDash Inc. (DASH)](/topic/doordash)
### Top Social Posts
Top posts by engagements in the last [--] hours

"I suspect Hubspot wont go to zero. But its not clear to me why thats the case. Unlike a mainframe (which accounts even today for 200% of IBMs profits) cloud dbs are significantly easier to rip and replace. So why wont Hubspot go to zero"  
[X Link](https://x.com/curious_vii/status/2022694404730114253)  2026-02-14T15:28Z [----] followers, [---] engagements


"The super interesting thing about Claude Cowork is that while it's not moving inference on device per se it is moving compute. And that feels to me to be the right design choice"  
[X Link](https://x.com/curious_vii/status/2019558885061763560)  2026-02-05T23:48Z [----] followers, [---] engagements


"@sama By the token/continuously via eg x402"  
[X Link](https://x.com/curious_vii/status/2020247107815559531)  2026-02-07T21:23Z [----] followers, [--] engagements


"I agree that its resonant but applying the OD playbooks per se is a bridge too far: There are emergent structures norms and good practices that need to be figured out (and I think Druckers Management insights still strongly apply) but the qualitative differences between people and semi-autonomous computers invite a more radical rethink than what the data from purely human organizations would imply. E.g.: human laborers generally expect wages; computers do not. Humans can be held liable de facto (reputation) and de jure (in the courts); ephemeral bots cannot. I looked into this. Org theory"  
[X Link](https://x.com/curious_vii/status/2020493171583533395)  2026-02-08T13:41Z [----] followers, [---] engagements


"For all the talk of WWIII I suspect whatever flows from the trend described in QT will be the primary source of conflict and not between entities with physical borders or extended families but radical up- and down-wingers with a narrow path available to those who eschew narcissistic fantasies of deification-via-tech; unjust Cantillionacratic political economy (while still caring for the elderly and poor); and resentful despairing populism by making a radical commitment to charity above all else. The upshot here is that State anxiety is exacerbated by AI but this is only on-trend: increasingly"  
[X Link](https://x.com/curious_vii/status/2020505858157748725)  2026-02-08T14:31Z [----] followers, [---] engagements


"Good starting point: https://www.americamagazine.org/from-our-archives/2004/02/02/john-paul-ii-and-mystery-human-person/ https://www.americamagazine.org/from-our-archives/2004/02/02/john-paul-ii-and-mystery-human-person/"  
[X Link](https://x.com/curious_vii/status/2020508812717817994)  2026-02-08T14:43Z [----] followers, [--] engagements


"More importantly neither has real p2p Real d2c hasnt been tried Real d2c hasnt been tried"  
[X Link](https://x.com/curious_vii/status/2020509998900535762)  2026-02-08T14:48Z [----] followers, [---] engagements


"@ibab There is a deeper point here about value accruing to proprietary hardware manufacturers and there being a major opening for more innovation further down the stack closer to the OS. (Its @urbit )"  
[X Link](https://x.com/curious_vii/status/2020572083877548142)  2026-02-08T18:54Z [----] followers, [--] engagements


"Pre-push hooks linting and automated tests* for every consequential decision youd like to delegate to AI feels like a general approach. You can encode what you learn into weights AND these quality gates as the scope of an agents responsibilities (and power) expands"  
[X Link](https://x.com/curious_vii/status/2020619693417955686)  2026-02-08T22:04Z [----] followers, [---] engagements


"*probably ends up looking something like a variety of simulated paths where the negative outcomes get pruned and risks noted ( la a medical device manufacturers risk matrix) before anything goes to prodanything could be an email being sent or a financial transaction"  
[X Link](https://x.com/curious_vii/status/2020619695343448163)  2026-02-08T22:04Z [----] followers, [--] engagements


"@samswoora Wasn't this the response by financial services professionals when they sneered at the Occupy Wall Street folks"  
[X Link](https://x.com/curious_vii/status/2020900647025959163)  2026-02-09T16:40Z [----] followers, [----] engagements


"@Vapi_AI please I'm begging you build and support a remote MCP server with better features a better AIX etc. You're already so far ahead of the pack and I'd like to be able to more easily plug-and-play via Claude (not just desktop) and trust that you'll be keeping it up-to-date. https://twitter.com/i/web/status/2021238429485355369 https://twitter.com/i/web/status/2021238429485355369"  
[X Link](https://x.com/curious_vii/status/2021238429485355369)  2026-02-10T15:02Z [----] followers, [---] engagements


"@GeorgeSelgin Curious: under what circumstances (if any) would it make sense (not including an administration bailing out political allies) for USG to acquire hold and/or transact in BTC"  
[X Link](https://x.com/curious_vii/status/2021578073116663843)  2026-02-11T13:32Z [----] followers, [--] engagements


"@ramez Maybe Grok isnt actually the product then but rather a side quest on the path to integrate energy with data centers with a sensor network that includes satellites"  
[X Link](https://x.com/curious_vii/status/2021589444562649275)  2026-02-11T14:17Z [----] followers, [--] engagements


"saas stocks as memecoins-that-absorb-inflation with extra steps turns out all SaaS could've been a Rust binary and a PG db on a server you control turns out all SaaS could've been a Rust binary and a PG db on a server you control"  
[X Link](https://x.com/curious_vii/status/2021666831019462805)  2026-02-11T19:25Z [----] followers, [---] engagements


"Finally got around to setting up OpenClaw on an old Mac. Very cool project but way too much friction when booting up the marginal agent (which except for your proximal orchestrator that runs on your PC I suspect will be the main primitive for what comes next equity financing into independent agents with their own identities memory limitedpermission access to your data etc.). This makes me more bullish than ever on @urbit which I think is telling as the crypto market is in the dumps and theres not the hype there was in say [----]. Hoon and Nock are basically illegible to humans and I suspect"  
[X Link](https://x.com/curious_vii/status/2021940113962340749)  2026-02-12T13:31Z [----] followers, [---] engagements


"according to Claude here's how different programming languages "taste": - C: beef jerky - Python: sourdough toast with "really good butter" - Typescript: ramen - Rust: dark chocolate with sea salt - Haskell: omakase (leaving you still "hungry but humbled""  
[X Link](https://x.com/curious_vii/status/2021957623659254187)  2026-02-12T14:40Z [----] followers, [---] engagements


"This is how invisible institutional infrastructure works. There a million little decisions made on your behalf every day that you dont know you dont know about. This technology brings more of those into your sphere of control. Your meta-decision of when and how much to delegate (or abdicate) becomes relatively more important. https://twitter.com/i/web/status/2022005131173060786 https://twitter.com/i/web/status/2022005131173060786"  
[X Link](https://x.com/curious_vii/status/2022005131173060786)  2026-02-12T17:49Z [----] followers, [---] engagements


"Whats legible to those SaaS providers is I suspect a complement to the more valuable intelligence which is tacit knowledge contained inside of the organization: whats valued nuanced judgments and so on. Data assets are I think generally overrated. In short: they lack context"  
[X Link](https://x.com/curious_vii/status/2022032081581224349)  2026-02-12T19:36Z [----] followers, [--] engagements


"@xpasky Salesforce doesnt generally capture the traces"  
[X Link](https://x.com/curious_vii/status/2022032225987092665)  2026-02-12T19:37Z [----] followers, [--] engagements


"@vivianmshen Just request a gdpr export from the vendor and then have claude code and codex rebuild the data model (and logic even)"  
[X Link](https://x.com/curious_vii/status/2022281880016429388)  2026-02-13T12:09Z [----] followers, [--] engagements


"Claude with a wallet and MCP connectors + x402 seems like a no-brainer: I'd like to enrich responses with privileged data ad hoc and providers are already starting to provide support: @clay "Vibe Prospecting" and so on. Feels like if this core experience could get super slick there'd be an explosion of activity and we'd be able to start to move beyond the SaaS subscription model. https://twitter.com/i/web/status/2022301276428439793 https://twitter.com/i/web/status/2022301276428439793"  
[X Link](https://x.com/curious_vii/status/2022301276428439793)  2026-02-13T13:26Z [----] followers, [---] engagements


"The emerging economy is one in which agents exchange tokens for tokens* in a network of networks** with the core primitive being a model on a model***. *on-chain financial assets for data or verification of real-world results **p2p exchange mediated by NNs ***weights on a private DB/SoR https://twitter.com/i/web/status/2022308325665202486 https://twitter.com/i/web/status/2022308325665202486"  
[X Link](https://x.com/curious_vii/status/2022308325665202486)  2026-02-13T13:54Z [----] followers, [---] engagements


"I posit that the minimal self-sovereign agent box is: A single server with one GPU running a Rust binary that orchestrates between a local - Urbit ship (identity + networking) - Bitcoin/Lightning wallet (money) - LLM inference server (reasoning) and a - storage stack (memory). The binary is the heartbeat and all else are resources that it manages. Different parties would be able to have different levels of permissioned legibility and control over inputs actions outputs and reputation and (perhaps most valuable) traces (or agent contrails). Combine this with a budget and a goal and youve got"  
[X Link](https://x.com/curious_vii/status/2022760087467557337)  2026-02-14T19:49Z [----] followers, [---] engagements


"In the same way "login with Google/FB" reduced a ton of onboarding friction for the last generation of web apps "share my digital memory" (e.g. plug in your meeting transcripts or Rewind data) will unlock the next generation of AI-native services. Tons of problems to be solved in re privacy security and retrieval/synthesis of relevant info but this is ultimately going to be a game-changing design pattern you immediately get a personalized service (which might even be almost entirely invisible eg a AI sales coach combs through all of your sales calls from all time and gives you an extremely"  
[X Link](https://x.com/anyuser/status/1715188843211636952)  2023-10-20T02:11Z [----] followers, 14K engagements


"What's the MVP for this Like how do I give my Claude Code agent a Bitcoin wallet and budget authority and have it transact with services Is there an X402 equivalent that you could somehow implement as an MCP server tool call I think all the primitives are there. Someone just needs to build it and muddle through the architecture challenges to find the most general solution maybe in response to a request for valuable information an MCP server response with a lightning invoice or something like that. And upon verification of transaction of funds or micropayment or whatever it returns whatever"  
[X Link](https://x.com/curious_vii/status/2022334259214627276)  2026-02-13T15:37Z [----] followers, [---] engagements


"@michaelxbloch The thing is that $100 a month will go to Claude as opposed to Hubspot. It already makes way more sense to have your own SOR and it will make more as the cost of tokens decline. Were ripping and replacing for mid-market SMBs and its getting easier. PG wrapper companies ngmi"  
[X Link](https://x.com/curious_vii/status/2022691254039876063)  2026-02-14T15:15Z [----] followers, [---] engagements


"Maybe all the SaaS memecoins-with-extra-steps should just become DATs I suspect Hubspot wont go to zero. But its not clear to me why thats the case. Unlike a mainframe (which accounts even today for 200% of IBMs profits) cloud dbs are significantly easier to rip and replace. So why wont Hubspot go to zero I suspect Hubspot wont go to zero. But its not clear to me why thats the case. Unlike a mainframe (which accounts even today for 200% of IBMs profits) cloud dbs are significantly easier to rip and replace. So why wont Hubspot go to zero"  
[X Link](https://x.com/curious_vii/status/2022710439038132512)  2026-02-14T16:32Z [----] followers, [---] engagements


"@GregKamradt Just use the chrome extension which you can drive from cc"  
[X Link](https://x.com/curious_vii/status/2022764353502507264)  2026-02-14T20:06Z [----] followers, [---] engagements


"@initjean Cope mostly But liability will be something humans can take on that machines cant at least in a traditional corporate context"  
[X Link](https://x.com/curious_vii/status/2022788057297043777)  2026-02-14T21:40Z [----] followers, [---] engagements


"That would an imply [--]. a pretty extreme widespread degree of atomization and isolation and [--]. a poor substitute (4o) for whats desired being sufficiently satisfactory that theres not enough discomfort to summon the activation energy to simply have a more satisfying conversation with a real person nearby. Im open to this being the case but it just seems extraordinary"  
[X Link](https://x.com/curious_vii/status/2022823607081070755)  2026-02-15T00:01Z [----] followers, [--] engagements


"Am I wrong in thinking that the cost curve for tokens should start also driving down the cost of prototyping and even small batch manufacturing of more generally capital intensive and complicated goods Drones etc makes sense initially but then even creation of biologics peptides things like that. Is there not a 3D printer for peptides Why shouldn't we expect this kind of thing to exist given that the cost of getting the specs right is going to come down and down and down. https://twitter.com/i/web/status/2022836645993599323 https://twitter.com/i/web/status/2022836645993599323"  
[X Link](https://x.com/curious_vii/status/2022836645993599323)  2026-02-15T00:53Z [----] followers, [--] engagements


"@HighyieldHarry 😂 Whats this from"  
[X Link](https://x.com/curious_vii/status/2015884892920312191)  2026-01-26T20:29Z [----] followers, 14.7K engagements


"I use my Apple Vision Pro for [--] to [--] hours a day as a second screen for my MacBook Pro. I have literally never used it for anything else except for making it about [--] minutes into a movie while on a plane. Apple should double down on the productivity/work use cases and get back to their roots. https://twitter.com/i/web/status/2021225789149094100 https://twitter.com/i/web/status/2021225789149094100"  
[X Link](https://x.com/curious_vii/status/2021225789149094100)  2026-02-10T14:12Z [----] followers, [---] engagements


"a step toward. Hoonbench sounds like a case for getting Nock/Hoon expertise into FM weights stat Rustbench: flawless one-prompt porting of existing codebases to rust. This kinda sorta (speaking as a naive layperson here) feels like where software projects in general should head Rustbench: flawless one-prompt porting of existing codebases to rust. This kinda sorta (speaking as a naive layperson here) feels like where software projects in general should head"  
[X Link](https://x.com/curious_vii/status/2021635641675759657)  2026-02-11T17:21Z [----] followers, [---] engagements


"@mnolangray They are though: the one from the article is like $40"  
[X Link](https://x.com/curious_vii/status/2022029350040903959)  2026-02-12T19:25Z [----] followers, [--] engagements


"MCP is the new acquisition and distribution channel. People havent figured this out yet. AI SEO aint it. You want to build a direct relationship with customers via MCP that enhance their composable workflows and provide greater returns to scope. Find a niche that complements every other connected and own it. Then expand the relationship from there and vertically integrate. Im telling you. https://twitter.com/i/web/status/2022325058807410689 https://twitter.com/i/web/status/2022325058807410689"  
[X Link](https://x.com/curious_vii/status/2022325058807410689)  2026-02-13T15:00Z [----] followers, [---] engagements


"@DefenderOfBasic Airdrops are considered taxable income btw"  
[X Link](https://x.com/curious_vii/status/2022487159538601985)  2026-02-14T01:44Z [----] followers, [--] engagements


"@lumpenspace Then uh whats going on exactly"  
[X Link](https://x.com/curious_vii/status/2022820035043967235)  2026-02-14T23:47Z [----] followers, [--] engagements


"@pzakin Why do you need a key if theres robust micropayment-per-call support (What youre saying makes btw Im just trying to think through what agent-native auth etc might look like and under what circumstances that makes sense vs. the eg x402 approach.)"  
[X Link](https://x.com/curious_vii/status/2022847185629450673)  2026-02-15T01:35Z [----] followers, [--] engagements


"Woah Today at Inflection we are announcing some important updates. A new phase for the company begins now. Read more here: https://t.co/GarApfvSwr Today at Inflection we are announcing some important updates. A new phase for the company begins now. Read more here: https://t.co/GarApfvSwr"  
[X Link](https://x.com/curious_vii/status/1770120845760827884)  2024-03-19T16:11Z [----] followers, 234.6K engagements


"@woloski If 80% of tasks in a job can be delegated you would actually expect the scope of the role to expand since that same person can take on more responsibility with their surplus time and attention"  
[X Link](https://x.com/curious_vii/status/1779692077774704843)  2024-04-15T02:03Z [----] followers, [----] engagements


"Once you realize that the utopians and dystopians are similarly wrong about how the AI thing is going to play out it really frees you up to think clearly about the future in such a way that you can take action right now"  
[X Link](https://x.com/anyuser/status/1788569727985500499)  2024-05-09T14:00Z [----] followers, [----] engagements


"Can someone explain why the small models are such a big deal Are there really that many arbitrage opportunities whereby massively horizontally scaling some search/compression process over text yields net margin I reach for Opus 99% of the time. Examples appreciated"  
[X Link](https://x.com/anyuser/status/1813993453115892161)  2024-07-18T17:45Z [----] followers, [----] engagements


"There's another way to interpret the Upwork data: (I've been working with clients in orgs across an extremely wide range of sizes and industries on this for over a year.) 1-3% of employees with access become EXTREMELY productive as they learn how to cobble together general purpose tools on the fly. Maybe something like an additional 10-30% follow suit and reconfigure their workflows to integrate new SOPs on top of this tooling. Up to 50% cannot be bothered to touch any of this stuff and more importantly are now getting absolutely overwhelmed by managers' (mostly justified) higher expectations"  
[X Link](https://x.com/curious_vii/status/1819708736602026294)  2024-08-03T12:15Z [----] followers, [----] engagements


"@iansilber More powerful model. Switched basically 100% to Claude when [--] Opus dropped and haven't looked back. Besides that . the ability to put a custom GPT behind a phone no. and get access to all the raw data"  
[X Link](https://x.com/curious_vii/status/1822039923144151349)  2024-08-09T22:39Z [----] followers, [----] engagements


"@firefliesai for meeting transcripts and recording post (pop them into Claude etc.) @otter_ai for live transcripts (copy and paste into AI during meetings) @figma figjam boards to whiteboard (boards and meeting recordings have become my system-of-record) @loom for rich async comms (easy to pop transcript into Claude and compress) @superwhisperapp for talking instead of typing"  
[X Link](https://x.com/anyuser/status/1837965991013142748)  2024-09-22T21:23Z [----] followers, 13.6K engagements


"@deepfates No breakfast ever"  
[X Link](https://x.com/curious_vii/status/1855415285769015357)  2024-11-10T01:00Z [----] followers, 44.6K engagements


"@deepfates Also was considering back surgery bc pain was so bad due to a slipped disc in '19; stopped wearing shoes during the pandemic and it was totally healed in [--] weeks"  
[X Link](https://x.com/curious_vii/status/1855415603189694832)  2024-11-10T01:02Z [----] followers, 99.6K engagements


"Debt. And not just consumer credit per se or home loans. What a lot of folks don't realize is their wages from tracked corporate jobs are actually financed at least partially by cheap corporate debt. Many jobs exist for the purpose of empire building (charitably "social cohesion" within a larger organization) not productive output necessarily. If/when those checks stop being cut there will be a white collar reckoning w/ strange knock-on effects (you can catch a glimpse of this w/ director/vp levels who got laid off during the COVID over-hiring hangover and have not been able to fully reenter"  
[X Link](https://x.com/anyuser/status/1858683056691048691)  2024-11-19T01:25Z [----] followers, 17.6K engagements


"@aidan_mclau Man I have to hard disagree on this one it can find all kinds of stuff in unstructured data other models can't. Throw in a transcript and ask "what's the most important thing that no one's talking about""  
[X Link](https://x.com/anyuser/status/1869070212223668283)  2024-12-17T17:20Z [----] followers, [----] engagements


"This is absurd the frontier is infinite and becomes accessible with AI assistance you can accumulate capital by taking risks on some fertile pocket of the frontier and so social mobility (up and down) will continue to be a thing; your actions have eternal consequences and maybe AI somehow magnifies them but the idea that socioeconomic status would somehow be frozen through the proliferation of the tech makes literally zero sense to me"  
[X Link](https://x.com/curious_vii/status/1873397678920323139)  2024-12-29T15:56Z [----] followers, [----] engagements


"@natfriedman "what's the most important thing no one's paying attention to" pipe your meeting transcripts into that one and be amazed"  
[X Link](https://x.com/anyuser/status/1876351519001612687)  2025-01-06T19:33Z [----] followers, 13.6K engagements


"@singareddynm Sentiment on r/fednews is pretty wild too"  
[X Link](https://x.com/curious_vii/status/1882431959798022511)  2025-01-23T14:15Z [----] followers, 116.9K engagements


"@buccocapital if you think that's crazy wait 'til you find out the entire entire "consumer economy" has been underwritten by unsecured sovereign bonds for decades"  
[X Link](https://x.com/curious_vii/status/1883320699223470523)  2025-01-26T01:06Z [----] followers, 23.6K engagements


"@signulll it is suddenly and paradoxically both the age of the 'idea guy' and the age of the 'doing things' guy old ideas by themselves just ain't worth as much"  
[X Link](https://x.com/curious_vii/status/1886898570542096470)  2025-02-04T22:04Z [----] followers, [----] engagements


"If you want to take this to the next level record a conversation with a colleague where you're trying to initially think through whatever decision you're going to make (eg invest in DoorDash survey competitor landscape adjust fund thesis whatever; you can also go for a walk and record a monologue). Use that as an input to the initial Deep Research prompt w some minimal specification in re where the biggest gaps are that need additional investigation (these can also be derived initially via o1 Pro). There's a lot of information latent in just the initial process of thinking through a problem"  
[X Link](https://x.com/anyuser/status/1890775015458505008)  2025-02-15T14:47Z [----] followers, [----] engagements


"So many shaky assumptions in this (though I do agree rates should rise and savings should increase): - if someone finds an outsized productive "local" application of frontier AI why wouldn't they invest some of their savings in that - it's not clear at all that this technology would ever be a total substitute for human labor especially as new latent problems needs frontiers etc. become tractable; the SV prophecy that those who control the machines control the future and everyone else is part of a permanent underclass has always been sci-fi speculation (and probably a lot of"  
[X Link](https://x.com/curious_vii/status/1893370687860969901)  2025-02-22T18:42Z [----] followers, [----] engagements


"I am having more wtf moments per hour w the new @Replit v2 agent (via mobile) since I think gpt [--] launched"  
[X Link](https://x.com/curious_vii/status/1895856858814169536)  2025-03-01T15:21Z [----] followers, 17.4K engagements


"@pashmerepat How do you actually monetize today Paywalled IDE plugin Seems like core functionality is still missing between remote support auth and sampling (to say nothing of native payment support)"  
[X Link](https://x.com/curious_vii/status/1896715463457178101)  2025-03-04T00:13Z [----] followers, 42.1K engagements


"@Dorialexander "Claude [--] / 03""  
[X Link](https://x.com/curious_vii/status/1898759843302797535)  2025-03-09T15:36Z [----] followers, 12.1K engagements


"Solve one problem for one customer extremely well. Don't be satisfied 'til you do. First step is talking to them and asking questions until you really understand what they're trying to do. Keep doing this until you're confident you can solve said problem to a degree that they're begging you to take their money to do so. Use your technical knowledge to become more efficient but don't worry about scale etc until you're 100% sure you've made this one particular person incontrovertibly better off than when you first connected. Ask for more money as you get more reps in. Maybe you build a product."  
[X Link](https://x.com/curious_vii/status/1905618622795428265)  2025-03-28T13:50Z [----] followers, [----] engagements


"Was a very early (and quite happy) user of Rewind; excited to finally give @LimitlessAI a try @GregKamradt My device literally just arrived so I'm going to try it @GregKamradt My device literally just arrived so I'm going to try it"  
[X Link](https://x.com/curious_vii/status/1909318998053077379)  2025-04-07T18:54Z [----] followers, 15.4K engagements


"ok already having a few wtf moments w/ this + Gemini [---] Pro and Chat o1 Pro: I've been analyzing meeting transcripts for a while as a core tactic in any AI system I've built client engagement etc. but it turns out there are levels to this. there is a meaningful difference between: - 1x transcript + powerful AI - all transcripts from a given client engagement or day + powerful AI and - all transcripts from every thing that went into my ears and came out of my mouth over a 24-hour period and powerful AI the copy/paste functionality from the mobile app is quite nice and unlike other"  
[X Link](https://x.com/anyuser/status/1910078409465536984)  2025-04-09T21:12Z [----] followers, 14.7K engagements


"@menhguin Many such cases. A subsaharan autodidactic teenager w an android phone chat and Replit has more IT power in his hands than someone in the belly of an American f500 beast. Unprecedented diseconomies of scale afaik"  
[X Link](https://x.com/curious_vii/status/1914372988884902126)  2025-04-21T17:37Z [----] followers, [----] engagements


"HOLY SMOKES GUYS GOOGLE HAS NAILED TURN DETECTION WITH VOICE DROP EVERYTHING AND TRY THE NEW GEMINI APP VOICE FEATURE IT DOESN'T INTERRUPT YOU WHEN YOU'RE THINKING"  
[X Link](https://x.com/curious_vii/status/1922740138372739439)  2025-05-14T19:45Z [----] followers, [----] engagements


"the billion dollar one person company is the wrong way to think about what's coming there will be more billionaires but I think it'll be a function of more frequent capital formation: trustworthy creators coming together in liquid fractional superteams pooling data (know-that know-how know-who) to charge toward some local hill in latent space via RL because they really care about some common good (know-why) the keys are: - trust which is only durable so long as you are trustworthy see: (C+R+I)/S - curiosity (discernment and studiosity to be more precise) - 13x AI orchestration skills"  
[X Link](https://x.com/anyuser/status/1926448240871830005)  2025-05-25T01:20Z [----] followers, [----] engagements


"@CatholicClod Technically this is incomplete. You also need to account for the "knowledge intent and gravity" vector which is ultimately what determines whether a sin was venial or mortal and thus necessitates explicit confession"  
[X Link](https://x.com/curious_vii/status/1951653888810987745)  2025-08-02T14:38Z [----] followers, [----] engagements


"@tszzl A lot of it has to do with liability (speaking in re healthcare / medicine but also more generally): a record of the facts may put you at greater risk of downside if you make an error You see this with the instinctive Boomer aversion to the AI notetakers as well"  
[X Link](https://x.com/curious_vii/status/1958695116857627008)  2025-08-22T00:58Z [----] followers, 11.1K engagements


"ChatGPT is making me love programming again"  
[X Link](https://x.com/curious_vii/status/1604931204033253376)  2022-12-19T20:06Z [----] followers, 24.6K engagements


"wait so is ChatGPT hallucinating @OpenAI API endpoints now "# Use the OpenAI API to transcribe the audio""  
[X Link](https://x.com/curious_vii/status/1605337095970906112)  2022-12-20T22:59Z [----] followers, [----] engagements


"1. Associative Reasoning (seeing): The ability to identify patterns correlations and statistical relationships in data which can be useful for making predictions but does not provide insights into causal relationships"  
[X Link](https://x.com/curious_vii/status/1644144703418376199)  2023-04-07T01:06Z [----] followers, 11.5K engagements


"3. Counterfactual Reasoning (imagining): The ability to reason about hypothetical or alternative scenarios allowing AI systems to analyze potential consequences of different actions or decisions and understand what could have happened under different circumstances"  
[X Link](https://x.com/curious_vii/status/1644144706987651077)  2023-04-07T01:06Z [----] followers, 10.9K engagements


"7. Evolutionary Causal Reasoning (adapting): The ability to understand and predict the causal mechanisms underlying the evolution & adaptation of systems over time enabling AI systems to anticipate long-term changes emerging trends & strategically intervene in complex systems"  
[X Link](https://x.com/curious_vii/status/1644144715044978690)  2023-04-07T01:07Z [----] followers, [----] engagements


"@dsiroker The stop sign"  
[X Link](https://x.com/curious_vii/status/1761172239448174885)  2024-02-23T23:32Z [----] followers, 26.7K engagements


"@Noahpinion AI is primarily a means of production not consumption. There has to be enough reason to invest your attention in making something or pursuing a goal to overcome the inertia of passive consumption. The selection pressures that lead to an overall shift are already in motion IMO"  
[X Link](https://x.com/curious_vii/status/1823045673526181974)  2024-08-12T17:15Z [----] followers, [----] engagements


"I think mcp is still a distribution mechanism - the value is in full integration in the backend (always has been) that abstracts most of the job to be done from the user and does it reliably. An interface to a specialized swarm of agents with access to proprietary data basically - and I think that necessitates a more mature mcp spec first (remote auth etc). Micro-txs where your client application has a budget is where things get really interesting - de facto this happens with metered services like Claude Code but if you simply give your client a budget and success criteria then it should be"  
[X Link](https://x.com/curious_vii/status/1896906764018155721)  2025-03-04T12:53Z [----] followers, [----] engagements


"I'm not kidding when I say OpenAI is about to automate massive chunks of the sales and marketing functions with Deep Research + Connectors. Just ran a deep research report saying "hey based on all of my interactions transcripts emails et cetera with this particular client that I'm working with can you identify the one single person I should do cold outreach to at another company and come up with a five-email personalized sequence" And it did"  
[X Link](https://x.com/anyuser/status/1935740086307766742)  2025-06-19T16:42Z [----] followers, [----] engagements


"@CassSunstein @tylercowen @politico @jacklgoldsmith @mitpress Underrated plot point"  
[X Link](https://x.com/curious_vii/status/1961812703703450026)  2025-08-30T15:26Z [----] followers, 13.2K engagements


"Great energy at #odh1 kickoff To build a better healthcare system we need to work together. Thanks @jowenwillis @AnnaDrabovskaya and @eriktorenberg for convening a powerful & diverse cohort of @beondeck fellows. Proud to have join the community. http://virgils.io http://virgils.io"  
[X Link](https://x.com/curious_vii/status/1380943566139232261)  2021-04-10T17:59Z [----] followers, [--] engagements


"First-ever MBA case study (1919) was about managing disgruntled workers when #inflation was eating up wages. Interesting to read a century later"  
[X Link](https://x.com/curious_vii/status/1414942473651163153)  2021-07-13T13:39Z [----] followers, [---] engagements


"Want your son to spend more time IRL away from the screen Enroll him in the 6-week Virgils Fellowship program. We teach 1113-y.o. boys how to get back to realitythrough virtual reality. Help him #returntoreality today: https://bit.ly/3JY67yJ https://bit.ly/3JY67yJ"  
[X Link](https://x.com/curious_vii/status/1517872539057508353)  2022-04-23T14:26Z [----] followers, [--] engagements


"Technology is good so long as it allows you to go deeper into reality not flee from it"  
[X Link](https://x.com/curious_vii/status/1534166930990542850)  2022-06-07T13:34Z [----] followers, [---] engagements


"Tried @Replit bounties never going back if you want to go [--] to [--] w new ideas but youre short on time (and a cs degree) theres no better way to get started 👇 @curious_vii As the founder and CEO of his own consulting firm Christian has a lot on his plate. He decided to use Zapier + OpenAI to convert meetings into content ideas. However Zapier became too expensive and brittle so he decided to see if a developer on Replit Bounties could help. @curious_vii As the founder and CEO of his own consulting firm Christian has a lot on his plate. He decided to use Zapier + OpenAI to convert meetings into"  
[X Link](https://x.com/curious_vii/status/1643342894831394819)  2023-04-04T20:00Z [----] followers, 18.3K engagements


"5. Social and Collective Causal Reasoning (collaborating): The ability to comprehend predict & influence the causal relationships emerging from multi-agent interactions allowing AI systems to participate in group decision-making & navigate complex multi-agent environments"  
[X Link](https://x.com/curious_vii/status/1644144710376718337)  2023-04-07T01:07Z [----] followers, 11.8K engagements


"6. Cross-Domain Causal Reasoning (generalizing): The ability to transfer and apply causal knowledge across different domains allowing AI systems to adapt rapidly to new situations and generalize their understanding of cause and effect across various contexts"  
[X Link](https://x.com/curious_vii/status/1644144712520024065)  2023-04-07T01:07Z [----] followers, [----] engagements


"8. Cross-modal Causal Reasoning (synthesizing): The capacity to integrate and reason with causal information from multiple sources and modalities allowing AI systems to synthesize information across different data types and create more comprehensive and robust causal models"  
[X Link](https://x.com/curious_vii/status/1644144716814901250)  2023-04-07T01:07Z [----] followers, [----] engagements


"Tbh I did not expect GPT-4 to produce something this coherent Not bad for curve-fitting"  
[X Link](https://x.com/curious_vii/status/1644144722074652672)  2023-04-07T01:07Z [----] followers, [----] engagements


"It just hit me that what the iPhone did to hardware AI will do to software. We used to have a million different physical products and devices to meet our needs for communication getting news listening to music taking photos etc. Then BOOM it all collapses into the consumer hardware singularity of the iPhone. And software becomes the complement that it makes sense for entrepreneurs to build their businesses around. Every time @OpenAI releases new capabilities there's a meme about "1000 startups just died" and I think that's just going to accelerate in the years ahead. So if foundation models"  
[X Link](https://x.com/anyuser/status/1721163530722763063)  2023-11-05T13:52Z [----] followers, 53.1K engagements


"The billion dollar question is "How do I create a machine that continuously acquires high-quality data on the frontier gaining depth in a particular direction that exceeds the rate of expansion of what's 'in sample' for foundation models" We can assume that all information and knowledge is eventually commoditized AND that profit can be found in the space between data-generating contact with a new pocket of reality and that data entering the GPT-X pre-training set. There are and will continue to be short-lived arbitrage opportunities to index and pre-package information that's already been"  
[X Link](https://x.com/curious_vii/status/1721651815920357415)  2023-11-06T22:12Z [----] followers, 10.9K engagements


"@0xgaut Wish I could see the slide with the capital outlay breakdown"  
[X Link](https://x.com/curious_vii/status/1755955943127343606)  2024-02-09T14:04Z [----] followers, 20.9K engagements


"How to "hire" AI to keep you on track w/ daily morning + evening prep/reflection calls and follow-up emails: - @Vapi_AI (voice assistant platform) - Anthropic's Claude (+ tools) - @Replit (for scheduling) - Make (for email integration) - @descript and @elevenlabsio (for voice cloning) Check out this 30-minute tutorial to learn how to create your own AI coach (a la M's Moneypenny) to help you stay on track and focused on what matters most. https://www.loom.com/share/3e05fa7aee604a41b73e841f105bcc25sid=0da6d6f9-546a-41ba-809c-345cf982b5c1"  
[X Link](https://x.com/curious_vii/status/1802355595019739226)  2024-06-16T15:00Z [----] followers, 11.8K engagements


"By that same logic wouldn't the best companies be co-located with their customers I'm not following the reasoning here. The exact right people to contribute to your mission are likely globally distributed. Increasingly powerful IT / AI systems allow for coordination across space and time; tacit knowledge can be unstuck by eg meeting recorders Loom and communicated faster and more clearly if done via AI mediation not in an office environment (where btw the right way to interface w/ computers going forward is challenging because it'd be generally distracting to be surround by people dictating"  
[X Link](https://x.com/curious_vii/status/1851606955166421263)  2024-10-30T12:47Z [----] followers, 21.3K engagements


"Why has Elon been successful w/ his innovation portfolio while Zuck and Larry/Sergei have not (relatively) I wonder if a lot of it simply comes down to clean corporate separation"  
[X Link](https://x.com/anyuser/status/1860406008012558734)  2024-11-23T19:32Z [----] followers, [----] engagements


"I think this comes w a sort of weird caveat that "real" work can still be done w/ computer mediation but the nature of the work (the "how" esp. team structure) will change tremendously including the obliteration of vestigial bureaucratic roles* that existed for good reason in the 20th c to support the ongoing ops of institutions at unprecedented levels of scale and scope *not just those that are doing rote info transmission via reading/writing/reasoning but some that serve certain social cohesion purposes as well . I think the realization that we can without a lot of the latter will be most"  
[X Link](https://x.com/curious_vii/status/1868699519300297186)  2024-12-16T16:47Z [----] followers, 12.4K engagements


"@adonis_singh"  
[X Link](https://x.com/curious_vii/status/1872096202894029019)  2024-12-26T01:44Z [----] followers, [----] engagements


"The debt situation is insane. Basically there's a lot of 20th c status quo stuff that's been highly subsidized due to a low cost of capital bc of American hegemony post-wwii + profligate spending via cheap: - corporate debt (which strangely converts indirectly to consumer debt as a sort of inequitably distributed UBI) - home loans (houses are consumption good not investment goods - the boomer myth of the "house as nest egg" is an insane psyop that is starting to cause problems; this is like saying you should take out a loan to buy a $500 salad for lunch because if everyone else is getting"  
[X Link](https://x.com/anyuser/status/1872642904549671327)  2024-12-27T13:57Z [----] followers, [----] engagements


"this is not even wrong (reposting related msg from wa group.) it's not ai (yet) silly it the cost of capital 41% of companies worldwide plan to reduce workforces by [----] due to AI per CNN. 41% of companies worldwide plan to reduce workforces by [----] due to AI per CNN"  
[X Link](https://x.com/curious_vii/status/1880317560685752357)  2025-01-17T18:13Z [----] followers, 11.7K engagements


"If you're close to the technology and applying it in real business settings it's blatantly obvious that you could decompose existing roles and delegate probably 50% of the tasks to computers; however for that to actually happen there needs to be a case for change which is going to be attenuated as long as corporate debt is relatively cheap that MBA hiring is on the decline (and may be a secular trend) I think says more about the price sensitivity of corporations and almost nothing (yet) about the technology's impact on the labor market The average voter/consumer (who are probably almost"  
[X Link](https://x.com/curious_vii/status/1880601120159969376)  2025-01-18T13:00Z [----] followers, 11.4K engagements


"@teknium Interesting maybe there's a reason other than customer-centricity that they'd like to make it as easy as possible to input high-velocity and high-volume streams of proprietary data"  
[X Link](https://x.com/curious_vii/status/1883537842410033593)  2025-01-26T15:29Z [----] followers, 42K engagements


"@signulll Crypto reveals just how potent gambling addiction is"  
[X Link](https://x.com/anyuser/status/1898485066596258239)  2025-03-08T21:24Z [----] followers, [----] engagements


"I was a Google hater for a long time but tbh Gemini is awesome and they've done a great job integrating and simplifying things for Workspace users Had an incredibly compelling "client magic moment" yesterday where the ceo created a Gem that compacted contract review from [--] hours to a few mins ready to hand off to someone else so he could get a ton of time back each week; had a similar experience later in the day helping a team do rapid analysis of huge volumes of qualitative data via the AI studio Kudos @OfficialLoganK and team"  
[X Link](https://x.com/curious_vii/status/1915025577217528004)  2025-04-23T12:50Z [----] followers, 16K engagements


"@signulll It's so fun and that's where the business opportunities are Way better use of your time to go deep into a part of the economy you don't know about than say fool around w some new typescript framework lol"  
[X Link](https://x.com/anyuser/status/1923351830035038652)  2025-05-16T12:16Z [----] followers, [----] engagements


"I'm a little confused - what's an example of this working The handful of vertical plays I've seen just end up with those upstarts getting their scaffolding obliterated by the next consumer model release eg in-house counsel just using a custom GPT with o3 vs. shelling out high 5-figures for one of the "legal AI" products"  
[X Link](https://x.com/curious_vii/status/1952134684928036900)  2025-08-03T22:29Z [----] followers, [----] engagements


"@shakoistsLog This is actually a really good point. As compute becomes less expensive in general it should become easier for market participants with power to do more price discrimination"  
[X Link](https://x.com/curious_vii/status/1954221343706087697)  2025-08-09T16:40Z [----] followers, [---] engagements


"@_opencv_ @GVQ_xx Its because the money supply is messed up. Until theres something closer to a frozen base + free / local merchant banking system the lure of proximity to the printer (debt-financed acquisition SPAC index) disguised as returns will crowd out long-term growth drivers"  
[X Link](https://x.com/curious_vii/status/1985522747473301986)  2025-11-04T01:41Z [----] followers, [---] engagements


"@somewheresy Karpathy bypassing the Lutron app and going straight to the sensor/actuator to derive the best interface feels like a canary"  
[X Link](https://x.com/curious_vii/status/2007916036922982541)  2026-01-04T20:44Z [----] followers, [----] engagements

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