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# ![@gregcoppola5d Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1649148480462397440.png) @gregcoppola5d Greg Coppola

Greg Coppola posts on X about ai, vibe coding, open ai, context engineering the most. They currently have XXX followers and XXX posts still getting attention that total XXX engagements in the last XX hours.

### Engagements: XXX [#](/creator/twitter::1649148480462397440/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:interactions.svg)

- X Week XXXXX +7.90%
- X Month XXXXX +10%
- X Months XXXXXX +75%
- X Year XXXXXX -XX%

### Mentions: XX [#](/creator/twitter::1649148480462397440/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:posts_active.svg)

- X Month XXX -XX%
- X Months XXXXX +168%
- X Year XXXXX +25%

### Followers: XXX [#](/creator/twitter::1649148480462397440/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:followers.svg)

- X Week XXX no change
- X Month XXX +2.70%
- X Months XXX +14%
- X Year XXX +28%

### CreatorRank: XXXXXXXXX [#](/creator/twitter::1649148480462397440/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  XXXXX% [finance](/list/finance)  XXXX% [stocks](/list/stocks)  XXXX% [social networks](/list/social-networks)  XXXX% [celebrities](/list/celebrities)  XXXX% [vc firms](/list/vc-firms)  #399 [countries](/list/countries)  XXXX% [cryptocurrencies](/list/cryptocurrencies)  XXXX% [musicians](/list/musicians)  XXXX%

**Social topic influence**
[ai](/topic/ai) 8.99%, [vibe coding](/topic/vibe-coding) #172, [open ai](/topic/open-ai) #2031, [context engineering](/topic/context-engineering) #36, [red](/topic/red) 3.37%, [business](/topic/business) 2.81%, [prompt engineering](/topic/prompt-engineering) #85, [facebook](/topic/facebook) 2.25%, [thrive capital](/topic/thrive-capital) #6, [flywheel](/topic/flywheel) XXXX%

**Top accounts mentioned or mentioned by**
[@jfoerst](/creator/undefined) [@mickeysteamboat](/creator/undefined) [@cacomoneta](/creator/undefined) [@bunjavascript](/creator/undefined) [@aidotengineer](/creator/undefined) [@maikathoughts](/creator/undefined) [@anjneymidha](/creator/undefined) [@xanderatallah](/creator/undefined) [@cclark](/creator/undefined) [@jaseweston](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Microsoft Corp. (MSFT)](/topic/microsoft) [NVIDIA Corp. (NVDA)](/topic/$nvda)
### Top Social Posts
Top posts by engagements in the last XX hours

"some are even calling the super sonic vibes ✈đŸĒŠâœ¨ thanksgiving special giffmana RL content the "pumpkin spice latte 🎃đŸĢšâ˜•✨" of RL specials. because it "reminds" them of the "holiday season" (already)"  
[X Link](https://x.com/gregcoppola5d/status/1994876470083059913)  2025-11-29T21:09Z XXX followers, XX engagements


"Cost Advantage: Google's latest chips such as the seventh-generation TPU Ironwood are being pitched as a significantly more cost-efficient alternative. Reports suggest they can deliver up to XX% lower total cost of ownership for large AI workloads"  
[X Link](https://x.com/gregcoppola5d/status/1995173607224537468)  2025-11-30T16:50Z XXX followers, XX engagements


"it's like nvidia said it's "five-layer cake 🎂đŸĨŽđŸ°" you can't just come along and add the "icing" (luxury software ✈đŸĒŠâœ¨). without the other parts. five. layer. cake"  
[X Link](https://x.com/gregcoppola5d/status/1997364603940987119)  2025-12-06T17:56Z XXX followers, XX engagements


"If I hit this dictation button after sending a text and it beeps and stops my music one more time Im gonna find everyone at apple and put them in a rear naked choke hold ---you've upset and disappointed one of the world's biggest music stars here apple---"  
[X Link](https://x.com/gregcoppola5d/status/1997578658446467327)  2025-12-07T08:07Z XXX followers, XX engagements


"it was like maybe first "prompt engineering" was a term then "context engineering" was a term then "vibe coding" was a term. it's actually been a very complex evolution of things. that all just kind of "emerged". and none was really "predicted" by anyone"  
[X Link](https://x.com/gregcoppola5d/status/1997840721345462606)  2025-12-08T01:28Z XXX followers, XX engagements


"the whole trend of prompt engineering context engineering vibe coding has been a very "hacker-driven" trend there really wasn't any input from like turing award winners or people with 500k+ citations. cause it's new. and it's "hacker-driven""  
[X Link](https://x.com/gregcoppola5d/status/1997943860308119933)  2025-12-08T08:18Z XXX followers, XX engagements


"but so-called "vibe coding"---aka "human-computer software co-authorship" kind of makes the act of "writing software" very theoretical in fact prompt/context engineering has arguably been one of the MOST interesting new theoretical areas. and even very informative about llms"  
[X Link](https://x.com/gregcoppola5d/status/1997946750745903574)  2025-12-08T08:30Z XXX followers, XX engagements


"i've gone through like different "eras" with "ip sharing" on here i think one goal of sharing "ip" aside from for the "love of the game". was to help belief propagate ideas on here towards like workable frameworks now we have more than anything the "decade of agents đŸ¤–đŸ¤ŗâœ¨""  
[X Link](https://x.com/gregcoppola5d/status/1998044048473649519)  2025-12-08T14:56Z XXX followers, X engagements


"we've got agent.s. we've got "vibe coding" we've even got this "five layer cake 🎂🍰đŸĨŽđŸĨžđŸ§" metaphor now which i am "savouring" (yes it's a pun)"  
[X Link](https://x.com/gregcoppola5d/status/1998044513642877258)  2025-12-08T14:58Z XXX followers, X engagements


"i feel like at this point. we have a lot of useful frameworks to plug into and wall st is on board with the "ai trade" it seems"  
[X Link](https://x.com/gregcoppola5d/status/1998045038597841319)  2025-12-08T15:00Z XXX followers, X engagements


"and plus i was watching these videos about bill gates and steve jobs and xerox parc which is an amazing genre of film. i love this "dramatized tech history" genre but it's like. we can't be naive about how idea copying works"  
[X Link](https://x.com/gregcoppola5d/status/1998045333239341322)  2025-12-08T15:01Z XXX followers, X engagements


"like i never really comment on "safe super intelligence" but like. i think he's giving an overly pessimistic view of what's going on cause he isn't really on the cutting edge right now. but he has investors. and a huge valuation. and he can't say it"  
[X Link](https://x.com/gregcoppola5d/status/1998051773647364252)  2025-12-08T15:27Z XXX followers, X engagements


"i think there is actually insane momentum one anon on here is like doing pre-training just on their own it seems. using "vibe coding" like 1/2 years ago. we didn't know if all of the western world could do that put together. now one anon might be"  
[X Link](https://x.com/gregcoppola5d/status/1998052140128849984)  2025-12-08T15:28Z XXX followers, X engagements


"these people are literally "game theorists" like literally what do you think it's going to be XXX% legible"  
[X Link](https://x.com/gregcoppola5d/status/1998068926597538163)  2025-12-08T16:35Z XXX followers, XX engagements


"i kind of like the illegibility and asymmetric information at this point tbh sometimes i think i should just start an ai hedge fund and "vibe coding" is just something i do to keep me busy in between high confidence trade ideas (kidding)"  
[X Link](https://x.com/gregcoppola5d/status/1998069523094573341)  2025-12-08T16:37Z XXX followers, XX engagements


"or ads in "ai chatbot search" mean i forgot there was a different kind of "search" for a second"  
[X Link](https://x.com/gregcoppola5d/status/1998108433464058236)  2025-12-08T19:12Z XXX followers, XX engagements


"sometimes i forget llm's didn't used to exist"  
[X Link](https://x.com/gregcoppola5d/status/1998108572014579944)  2025-12-08T19:13Z XXX followers, X engagements


"claude code is coming to slack"  
[X Link](https://x.com/gregcoppola5d/status/1998143037390594292)  2025-12-08T21:29Z XXX followers, XX engagements


"anyway. first there were like the "hippies" that started playing around with computers and the "home brew computer club". kind of like an "irl ai TPOT" and then the business people came later. and they keep emphasizing over and over how there were both types"  
[X Link](https://x.com/gregcoppola5d/status/1998324521229578698)  2025-12-09T09:31Z XXX followers, XX engagements


"just cause i'm in my "hedge fund poasting" era let's not forget how this all started or the true meaning of "vibe 🧠✍✨ coding""  
[X Link](https://x.com/gregcoppola5d/status/1998324902248550767)  2025-12-09T09:32Z XXX followers, X engagements


""surf the wave ✈đŸĒŠâœ¨""  
[X Link](https://x.com/gregcoppola5d/status/1998418183498371388)  2025-12-09T15:43Z XXX followers, X engagements


"i mean if only thrive capital hadn't "crowded out the round" i could have gotten in before the "code red" oh wait"  
[X Link](https://x.com/gregcoppola5d/status/1998438661537329540)  2025-12-09T17:04Z XXX followers, X engagements


"i said the as part of the "holiday season production" of "the big burry short" aka "the big long" that the "ghost of christmas futures" was going to visit michael burry and tell him"  
[X Link](https://x.com/gregcoppola5d/status/1998442530006827343)  2025-12-09T17:20Z XXX followers, XX engagements


"i think the real "code red" is for the idea that there's just this one model for everyone that runs in a chat interface. and somehow has a moat because "user signals" actually i hate sharing my fine-tuning signals with other peopple. i wish it was fine-tuned to me personally"  
[X Link](https://x.com/gregcoppola5d/status/1998463540894609827)  2025-12-09T18:43Z XXX followers, XX engagements


"anything can always happen i think that the real "code red" is for the idea that pooling everyone's "user signal data" together is somehow an asset i think real "luxury ✈đŸĒŠâœ¨" would be almost as personalized a model as possible. idk"  
[X Link](https://x.com/gregcoppola5d/status/1998463887415312626)  2025-12-09T18:44Z XXX followers, XX engagements


"it's like the X minute mile or something once you see one person do it. everyone else starts trying it to i have never pre-trained an llm the whole "transformer era". and now we are in the "agents" era. i ironically probably will"  
[X Link](https://x.com/gregcoppola5d/status/1998468583605649834)  2025-12-09T19:03Z XXX followers, X engagements


"also. if anyone would pay for a research agent at all. they must be thinking in terms of "return on investment". cause consumers won't do that. but then the amount you can charge is only bounded by the roi. could be even more than $250"  
[X Link](https://x.com/gregcoppola5d/status/1998401090962756014)  2025-12-09T14:35Z XXX followers, XX engagements


"In a hawkish rate cut the central bank is cutting rates (a dovish action) but the accompanying statement press conference or updated economic projections signal: This cut is small or one-off ("insurance" cut "mid-cycle adjustment")"  
[X Link](https://x.com/gregcoppola5d/status/1998423891589689378)  2025-12-09T16:05Z XXX followers, XX engagements


"the "ghost of christmas futures" visits michael burry over the course of the "holiday season" production and tells him that the "the Real Spirit of Christmas ☃🎄✨" isn't about about shorting stuff all the time"  
[X Link](https://x.com/gregcoppola5d/status/1998442921108877760)  2025-12-09T17:21Z XXX followers, XX engagements


"i think the like "high leverage custom software for enterprise" is big but like i was doing that for a while now. and i've never even been in the same room as a gpu in my life i think i just use the api. through a remote procedure call"  
[X Link](https://x.com/gregcoppola5d/status/1998500185379582065)  2025-12-09T21:09Z XXX followers, XX engagements


"that's actually kind of a very "niche me" kind of a "flywheel" but that's what i like about it. it's so "niche". and so "me" i like anything that is "niche" "me" and "valuable 💰💰💰". who knows what that isbut"  
[X Link](https://x.com/gregcoppola5d/status/1998528851920695311)  2025-12-09T23:03Z XXX followers, XX engagements


"i mean no one ever heard of a "resursive agentic ide self-improvement flywheel" before llm's. that's for sure. wouldn't have been possible"  
[X Link](https://x.com/gregcoppola5d/status/1998529494983057845)  2025-12-09T23:05Z XXX followers, X engagements


"like maybe "user preferences" for ai therapists can be effectively pooled across some set of users and maybe preferences for "coding agents" can be pooled across some set of users but it doesn't make sense to pool "ai therapy" and "coding" uses cases. for example"  
[X Link](https://x.com/gregcoppola5d/status/1998619005234364685)  2025-12-10T05:01Z XXX followers, XX engagements


"and i think we see that with a lot of the best vibe coders on TPOT who have elaborate ways of using "prompt engineering" to get their OWN CUSTOM coding model productive TPOT coders often use elaborate "custom prompts" to get custom behavior just *for them*"  
[X Link](https://x.com/gregcoppola5d/status/1998621533263065473)  2025-12-10T05:11Z XXX followers, XX engagements


"like i think for that kind of a valuation. you kind of need to be in a situation. where people need to use it whether they want to or not don't like microsoft well. there isn't a choice"  
[X Link](https://x.com/gregcoppola5d/status/1998634703142936989)  2025-12-10T06:03Z XXX followers, XX engagements


"like if chatgpt is going kind of "for enterprise" like "case by case". like anthropic does. or palantir kind of does then i wouldn't say they are the "facebook" or "google" of this generation. cause those were like universal products"  
[X Link](https://x.com/gregcoppola5d/status/1998639313643245862)  2025-12-10T06:21Z XXX followers, XX engagements


"the difference between software and chess though is that software stuff continues to grow based on its previous state. aka exponentially (possibly) chess is like a "zero sum" game. where every tournament magnus has to come up with new ideas"  
[X Link](https://x.com/gregcoppola5d/status/1998649312620777490)  2025-12-10T07:01Z XXX followers, X engagements


"some people are calling "context engineering" as like "memory" i think"  
[X Link](https://x.com/gregcoppola5d/status/1998042718594101508)  2025-12-08T14:51Z XXX followers, XX engagements


"my investigations (watching documentaries on youtube) into the early era of the "personal computers" and xerox parc steve jobs bill gates silicon valley etc"  
[X Link](https://x.com/gregcoppola5d/status/1998321435622715606)  2025-12-09T09:18Z XXX followers, XX engagements


""This tidal wave of AI agent interest is not going to go away" SailPoint founder Mark McClain says"  
[X Link](https://x.com/gregcoppola5d/status/1998417960340476039)  2025-12-09T15:42Z XXX followers, XX engagements


"the deal between openai and thrive capital is kind of complicated the thing announced dec 1---the same day i guess as the "code red"---is actually about openai taking stake in thrive it's a "non-monetary deal". that involves openai embedding engineering teams"  
[X Link](https://x.com/gregcoppola5d/status/1998461099637604551)  2025-12-09T18:33Z XXX followers, XX engagements


"cause before in the transformer era. i didn't know that much about "pre-training" but now with "vibe coding" and "vibe research" and i saw one anon do it (maybe) it's like. i think we have demystifyied "pre-training" a lot"  
[X Link](https://x.com/gregcoppola5d/status/1998468884869910745)  2025-12-09T19:04Z XXX followers, X engagements


"i have my own ide. but i still think cursor is cool and the features of my ide are like "trade secrets" which they wouldn't be. if it were a cursor competitor"  
[X Link](https://x.com/gregcoppola5d/status/1998522766589600249)  2025-12-09T22:38Z XXX followers, XX engagements


"i've seen a few very productive people say and i do it to. that they use elaborate "context engineering" to get exactly *their* intended output. so in other words. to *undo* any "user preference sharing". and get their own "custom behavior""  
[X Link](https://x.com/gregcoppola5d/status/1998621856958705761)  2025-12-10T05:12Z XXX followers, XX engagements


"i was kind of chirping "thrive capital" for signing a deal with openai on the same day as the "code red" but maybe thrive can turn openai around. who knows but i think the problem is openai is too "ignoreable" for a facebook or google kind of valuation"  
[X Link](https://x.com/gregcoppola5d/status/1998634412448362982)  2025-12-10T06:02Z XXX followers, XX engagements


"if you're running out of places for data centers or it's bad for the environment you can have like the "personal computer" version of whatever this is. doesn't have to be space. what about the "latency""  
[X Link](https://x.com/gregcoppola5d/status/1998662832599265791)  2025-12-10T07:55Z XXX followers, XX engagements


"@cacomoneta It's cheaper per token to run the AI in big data centers. you mean right now or always"  
[X Link](https://x.com/gregcoppola5d/status/1998732854444830849)  2025-12-10T12:33Z XXX followers, X engagements


"like take any question that could be on a coding style guide and people would basically diverge on opinions"  
[X Link](https://x.com/gregcoppola5d/status/1998536094086824289)  2025-12-09T23:31Z XXX followers, X engagements


"data centers in space đŸĒđŸ“ĄđŸ›° what about "on premises" what about "home computers""  
[X Link](https://x.com/gregcoppola5d/status/1998662544353787984)  2025-12-10T07:54Z XXX followers, XX engagements


"it's variable to the person or people using the word exactly what "agi" means but i *do* think"  
[X Link](https://x.com/gregcoppola5d/status/1998748358765154533)  2025-12-10T13:35Z XXX followers, X engagements


"no really. talk to your investment professional this is not investment advice really it could go down tomorrow. even if it goes up long term. it's not a joke. you can't predict the markets. if you could. there would be no point. but jim cramer we know"  
[X Link](https://x.com/gregcoppola5d/status/1995732938495803441)  2025-12-02T05:53Z XXX followers, XX engagements


""prompt engineering" is interesting cause it didn't use to exist before"  
[X Link](https://x.com/gregcoppola5d/status/1997745577808044074)  2025-12-07T19:10Z XXX followers, XX engagements


""context engineering" i find interesting because now it is like one of the central "skill sets" in the "llm era of ai" but it didn't used to exist at all. it's like the one thing that is NOT "lindy""  
[X Link](https://x.com/gregcoppola5d/status/1997837534353862779)  2025-12-08T01:16Z XXX followers, XX engagements


"it's funny cause i often endorse the importance of lindyness and how many lindy ai concepts i think are actually of value (but i kind of "vague poast" about it a lot because as we discussed whatever we put on here is an "IP transfer") but "context engineering" is NOT lindy"  
[X Link](https://x.com/gregcoppola5d/status/1997838119719317950)  2025-12-08T01:18Z XXX followers, XX engagements


"jamie dimon. "top of mind": 1) blockhain is real 2) "tokenization" is coming"  
[X Link](https://x.com/gregcoppola5d/status/1998132413877367112)  2025-12-08T20:47Z XXX followers, XX engagements


"The US is preparing to let $NVDA export its older H200 GPUs to China"  
[X Link](https://x.com/gregcoppola5d/status/1998332629360209924)  2025-12-09T10:03Z XXX followers, XX engagements


"a company who's business model is so threatened they are declaring a "code red" but. how do *i* get in on this"  
[X Link](https://x.com/gregcoppola5d/status/1998386801795350630)  2025-12-09T13:38Z XXX followers, XX engagements


"no moat lots of debt well-funded competitors no switching costs weakening product quality declaring an emergency "code red 🚨🚨🚨" ok. that all sounds interesting. but. i have one question. where do i sign"  
[X Link](https://x.com/gregcoppola5d/status/1998388900440453434)  2025-12-09T13:46Z XXX followers, XX engagements


"i actually think "research agent" is kind of a good way for "start-ups" to break into the overall "information" game because if google has to charge $XXX. like that is an achievable price i think just working through api's"  
[X Link](https://x.com/gregcoppola5d/status/1998400786632491499)  2025-12-09T14:34Z XXX followers, XX engagements


""hawkish cut""  
[X Link](https://x.com/gregcoppola5d/status/1998422055835058375)  2025-12-09T15:58Z XXX followers, XX engagements


"which is the episode where sam altman says "i wish there was a way to short openai" i was thinking. can't polymarket facilitate that and then i was watching this video. and listening to sam's "fears""  
[X Link](https://x.com/gregcoppola5d/status/1998437395214053738)  2025-12-09T16:59Z XXX followers, XX engagements


"this was on halloween yeah. when i heard this. i was just like thrive and josh kushner. i heard him say he has "fear" that "somebody is going to get burned". and i thought. "i WISH WISH WISH i could have MORE EXPOSURE to THIS""  
[X Link](https://x.com/gregcoppola5d/status/1998438205599715482)  2025-12-09T17:02Z XXX followers, XX engagements


"🚨🚨🚨 HE'S GONNA GO LONG 🚨🚨🚨 i'm telling you i'm telling you. it's the "ghost of christmas 🎄☃đŸ‘ģ🔮✨ futures" that visited him. did you my "bit" about this"  
[X Link](https://x.com/gregcoppola5d/status/1998440195545325950)  2025-12-09T17:10Z XXX followers, XX engagements


"the irony is i have liked openai and i have literally used it this whole time and it might seem "unfair" that now i'm a little bearish on them. cause they seem to be badly positioned for a "multiplicity of models" world which seems to already be happening (anthropic cohere)"  
[X Link](https://x.com/gregcoppola5d/status/1998489168859770905)  2025-12-09T20:25Z XXX followers, XX engagements


"it might seem a little "unfair" that i have gotten basically all my ip from openai and used it this whole time and now that i have other ways that are kind of better i'm using them but idk if sam altman should really be "crying at the casino""  
[X Link](https://x.com/gregcoppola5d/status/1998489500725510335)  2025-12-09T20:26Z XXX followers, XX engagements


"you don't have to *be* openai to help businesses us ai for their custom use cases you could just "call openai". or any one of them or set up your own custom install from open source"  
[X Link](https://x.com/gregcoppola5d/status/1998499700769697830)  2025-12-09T21:07Z XXX followers, XX engagements


"i'm testing the thesis that if i can recursively improve my agentic ai ide. using my agentic ide then it can be like a "recursive flywheel""  
[X Link](https://x.com/gregcoppola5d/status/1998528497682362767)  2025-12-09T23:01Z XXX followers, X engagements


"linus torvalds: Vibe coding is great for getting into programming but it's a horrible thing to maintain. i think this is like a big issue. getting past the "demo" stage. to like "really maintaining code". cause now it's getting very subjective"  
[X Link](https://x.com/gregcoppola5d/status/1998535775428710655)  2025-12-09T23:30Z XXX followers, XX engagements


"i mean it's not just superficial stuff. now we have linters for that anyway. the question of like whether "vibe coding" can "scale up" to complicated architectures. and test them with the rigor someone like linus torvalds is used to seems to be a new "debate""  
[X Link](https://x.com/gregcoppola5d/status/1998536925226086905)  2025-12-09T23:35Z XXX followers, XX engagements


"and i think what some people thought that the "network effects" advantage openai would have is either "bigger models". for "scaling llm's indefinitely"---that's basically over as a thesis then it was "user signals data" that they could "leverage""  
[X Link](https://x.com/gregcoppola5d/status/1998613505810051285)  2025-12-10T04:39Z XXX followers, X engagements


"but like the "user preferences" data isn't a "gold mine" like that i think because different users use a chat window in so many different ways---**conflicting ways** the "user preference" data is probably *conflicting* a lot of the time. not an "asset" it's now seeming"  
[X Link](https://x.com/gregcoppola5d/status/1998613878151036994)  2025-12-10T04:40Z XXX followers, X engagements


"one person's using the chatgpt window interface to code another as an ai girlfriend. another to do business research. another as a therapist do "user signals" from one use case help another one. it's seeming now they hurt rather than help"  
[X Link](https://x.com/gregcoppola5d/status/1998614482747273296)  2025-12-10T04:43Z XXX followers, XX engagements


"cause "user preferences" are pretty idiosyncratic. especially if it's a "one great interface for all use cases" like the chatgpt web interface it's like formula one vs parking at the mall. this kind of "fine-tuning preference data" is actually counter-productive to share"  
[X Link](https://x.com/gregcoppola5d/status/1998615711954935993)  2025-12-10T04:48Z XXX followers, XX engagements


"but then again. even within coders there are differences cause the anon that gets pre-training to work by vibe coding. just on their own. just one person. that is like "outlier cracked" behavior and "novice coders" need a different model"  
[X Link](https://x.com/gregcoppola5d/status/1998622387743469980)  2025-12-10T05:14Z XXX followers, XX engagements


"but that's not the only way to make money you can also be beyond "ignoreable" you can also be outright mysterious. you can even not tell people your business model at all. there's not just "network effects" as business models"  
[X Link](https://x.com/gregcoppola5d/status/1998635003429957873)  2025-12-10T06:04Z XXX followers, XX engagements


"there's multiple ways to generate revenue. doesn't have to be network effects but chatgpt is just becoming very "optional" i'm using it. i might stop. if i do. would i miss out on any "network" seems like the answer to that is "no""  
[X Link](https://x.com/gregcoppola5d/status/1998635416111706574)  2025-12-10T06:06Z XXX followers, XX engagements


"like every tournament a chess player has to basically win from scratch and i think magnus even got tired of playing for the world championship and stopped but like software isn't "zero sum" like that. you can just keep growing it. "vibe coding" gets easier and easier"  
[X Link](https://x.com/gregcoppola5d/status/1998649661071176106)  2025-12-10T07:03Z XXX followers, X engagements


"maybe olivia rodrigo was right to not want to date guys who are too "obsessed with space" why is it always about going to space"  
[X Link](https://x.com/gregcoppola5d/status/1998664185497137233)  2025-12-10T08:00Z XXX followers, XX engagements


"honestly claude is working way better for coding right now than chatgpt was so far it's coming up with better ideas and stressing me out less and there wasn't any cost to switch at all. cause i don't even really use the "memory". i use my own context engineering"  
[X Link](https://x.com/gregcoppola5d/status/1998688896805200150)  2025-12-10T09:39Z XXX followers, XX engagements


"so far claude is giving better code and stressing me out with unwanted questions less so i just switched and it didn't take any time but the worst part for a "facebook" style valuation is. there was no "network cost" to switching from openai"  
[X Link](https://x.com/gregcoppola5d/status/1998689363706704270)  2025-12-10T09:40Z XXX followers, XX engagements


"it's not like with facebook or instagram or something where you stop using it and you miss out on party invites or it's harder to go viral or whatever. it's just you close your chatgpt account and that's it"  
[X Link](https://x.com/gregcoppola5d/status/1998689671304388896)  2025-12-10T09:42Z XXX followers, X engagements


"it's a funny estimate to even make because the field of ai was sharing information pretty openly until like 2022 or something like very extremely information was shared. now. if you make a paper that's genuinely cool. ppl will "steal" the citation imo"  
[X Link](https://x.com/gregcoppola5d/status/1998748773275652579)  2025-12-10T13:36Z XXX followers, X engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@gregcoppola5d Avatar @gregcoppola5d Greg Coppola

Greg Coppola posts on X about ai, vibe coding, open ai, context engineering the most. They currently have XXX followers and XXX posts still getting attention that total XXX engagements in the last XX hours.

Engagements: XXX #

Engagements Line Chart

  • X Week XXXXX +7.90%
  • X Month XXXXX +10%
  • X Months XXXXXX +75%
  • X Year XXXXXX -XX%

Mentions: XX #

Mentions Line Chart

  • X Month XXX -XX%
  • X Months XXXXX +168%
  • X Year XXXXX +25%

Followers: XXX #

Followers Line Chart

  • X Week XXX no change
  • X Month XXX +2.70%
  • X Months XXX +14%
  • X Year XXX +28%

CreatorRank: XXXXXXXXX #

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Social Influence

Social category influence technology brands XXXXX% finance XXXX% stocks XXXX% social networks XXXX% celebrities XXXX% vc firms #399 countries XXXX% cryptocurrencies XXXX% musicians XXXX%

Social topic influence ai 8.99%, vibe coding #172, open ai #2031, context engineering #36, red 3.37%, business 2.81%, prompt engineering #85, facebook 2.25%, thrive capital #6, flywheel XXXX%

Top accounts mentioned or mentioned by @jfoerst @mickeysteamboat @cacomoneta @bunjavascript @aidotengineer @maikathoughts @anjneymidha @xanderatallah @cclark @jaseweston

Top assets mentioned Alphabet Inc Class A (GOOGL) Microsoft Corp. (MSFT) NVIDIA Corp. (NVDA)

Top Social Posts

Top posts by engagements in the last XX hours

"some are even calling the super sonic vibes ✈đŸĒŠâœ¨ thanksgiving special giffmana RL content the "pumpkin spice latte 🎃đŸĢšâ˜•✨" of RL specials. because it "reminds" them of the "holiday season" (already)"
X Link 2025-11-29T21:09Z XXX followers, XX engagements

"Cost Advantage: Google's latest chips such as the seventh-generation TPU Ironwood are being pitched as a significantly more cost-efficient alternative. Reports suggest they can deliver up to XX% lower total cost of ownership for large AI workloads"
X Link 2025-11-30T16:50Z XXX followers, XX engagements

"it's like nvidia said it's "five-layer cake 🎂đŸĨŽđŸ°" you can't just come along and add the "icing" (luxury software ✈đŸĒŠâœ¨). without the other parts. five. layer. cake"
X Link 2025-12-06T17:56Z XXX followers, XX engagements

"If I hit this dictation button after sending a text and it beeps and stops my music one more time Im gonna find everyone at apple and put them in a rear naked choke hold ---you've upset and disappointed one of the world's biggest music stars here apple---"
X Link 2025-12-07T08:07Z XXX followers, XX engagements

"it was like maybe first "prompt engineering" was a term then "context engineering" was a term then "vibe coding" was a term. it's actually been a very complex evolution of things. that all just kind of "emerged". and none was really "predicted" by anyone"
X Link 2025-12-08T01:28Z XXX followers, XX engagements

"the whole trend of prompt engineering context engineering vibe coding has been a very "hacker-driven" trend there really wasn't any input from like turing award winners or people with 500k+ citations. cause it's new. and it's "hacker-driven""
X Link 2025-12-08T08:18Z XXX followers, XX engagements

"but so-called "vibe coding"---aka "human-computer software co-authorship" kind of makes the act of "writing software" very theoretical in fact prompt/context engineering has arguably been one of the MOST interesting new theoretical areas. and even very informative about llms"
X Link 2025-12-08T08:30Z XXX followers, XX engagements

"i've gone through like different "eras" with "ip sharing" on here i think one goal of sharing "ip" aside from for the "love of the game". was to help belief propagate ideas on here towards like workable frameworks now we have more than anything the "decade of agents đŸ¤–đŸ¤ŗâœ¨""
X Link 2025-12-08T14:56Z XXX followers, X engagements

"we've got agent.s. we've got "vibe coding" we've even got this "five layer cake 🎂🍰đŸĨŽđŸĨžđŸ§" metaphor now which i am "savouring" (yes it's a pun)"
X Link 2025-12-08T14:58Z XXX followers, X engagements

"i feel like at this point. we have a lot of useful frameworks to plug into and wall st is on board with the "ai trade" it seems"
X Link 2025-12-08T15:00Z XXX followers, X engagements

"and plus i was watching these videos about bill gates and steve jobs and xerox parc which is an amazing genre of film. i love this "dramatized tech history" genre but it's like. we can't be naive about how idea copying works"
X Link 2025-12-08T15:01Z XXX followers, X engagements

"like i never really comment on "safe super intelligence" but like. i think he's giving an overly pessimistic view of what's going on cause he isn't really on the cutting edge right now. but he has investors. and a huge valuation. and he can't say it"
X Link 2025-12-08T15:27Z XXX followers, X engagements

"i think there is actually insane momentum one anon on here is like doing pre-training just on their own it seems. using "vibe coding" like 1/2 years ago. we didn't know if all of the western world could do that put together. now one anon might be"
X Link 2025-12-08T15:28Z XXX followers, X engagements

"these people are literally "game theorists" like literally what do you think it's going to be XXX% legible"
X Link 2025-12-08T16:35Z XXX followers, XX engagements

"i kind of like the illegibility and asymmetric information at this point tbh sometimes i think i should just start an ai hedge fund and "vibe coding" is just something i do to keep me busy in between high confidence trade ideas (kidding)"
X Link 2025-12-08T16:37Z XXX followers, XX engagements

"or ads in "ai chatbot search" mean i forgot there was a different kind of "search" for a second"
X Link 2025-12-08T19:12Z XXX followers, XX engagements

"sometimes i forget llm's didn't used to exist"
X Link 2025-12-08T19:13Z XXX followers, X engagements

"claude code is coming to slack"
X Link 2025-12-08T21:29Z XXX followers, XX engagements

"anyway. first there were like the "hippies" that started playing around with computers and the "home brew computer club". kind of like an "irl ai TPOT" and then the business people came later. and they keep emphasizing over and over how there were both types"
X Link 2025-12-09T09:31Z XXX followers, XX engagements

"just cause i'm in my "hedge fund poasting" era let's not forget how this all started or the true meaning of "vibe 🧠✍✨ coding""
X Link 2025-12-09T09:32Z XXX followers, X engagements

""surf the wave ✈đŸĒŠâœ¨""
X Link 2025-12-09T15:43Z XXX followers, X engagements

"i mean if only thrive capital hadn't "crowded out the round" i could have gotten in before the "code red" oh wait"
X Link 2025-12-09T17:04Z XXX followers, X engagements

"i said the as part of the "holiday season production" of "the big burry short" aka "the big long" that the "ghost of christmas futures" was going to visit michael burry and tell him"
X Link 2025-12-09T17:20Z XXX followers, XX engagements

"i think the real "code red" is for the idea that there's just this one model for everyone that runs in a chat interface. and somehow has a moat because "user signals" actually i hate sharing my fine-tuning signals with other peopple. i wish it was fine-tuned to me personally"
X Link 2025-12-09T18:43Z XXX followers, XX engagements

"anything can always happen i think that the real "code red" is for the idea that pooling everyone's "user signal data" together is somehow an asset i think real "luxury ✈đŸĒŠâœ¨" would be almost as personalized a model as possible. idk"
X Link 2025-12-09T18:44Z XXX followers, XX engagements

"it's like the X minute mile or something once you see one person do it. everyone else starts trying it to i have never pre-trained an llm the whole "transformer era". and now we are in the "agents" era. i ironically probably will"
X Link 2025-12-09T19:03Z XXX followers, X engagements

"also. if anyone would pay for a research agent at all. they must be thinking in terms of "return on investment". cause consumers won't do that. but then the amount you can charge is only bounded by the roi. could be even more than $250"
X Link 2025-12-09T14:35Z XXX followers, XX engagements

"In a hawkish rate cut the central bank is cutting rates (a dovish action) but the accompanying statement press conference or updated economic projections signal: This cut is small or one-off ("insurance" cut "mid-cycle adjustment")"
X Link 2025-12-09T16:05Z XXX followers, XX engagements

"the "ghost of christmas futures" visits michael burry over the course of the "holiday season" production and tells him that the "the Real Spirit of Christmas ☃🎄✨" isn't about about shorting stuff all the time"
X Link 2025-12-09T17:21Z XXX followers, XX engagements

"i think the like "high leverage custom software for enterprise" is big but like i was doing that for a while now. and i've never even been in the same room as a gpu in my life i think i just use the api. through a remote procedure call"
X Link 2025-12-09T21:09Z XXX followers, XX engagements

"that's actually kind of a very "niche me" kind of a "flywheel" but that's what i like about it. it's so "niche". and so "me" i like anything that is "niche" "me" and "valuable 💰💰💰". who knows what that isbut"
X Link 2025-12-09T23:03Z XXX followers, XX engagements

"i mean no one ever heard of a "resursive agentic ide self-improvement flywheel" before llm's. that's for sure. wouldn't have been possible"
X Link 2025-12-09T23:05Z XXX followers, X engagements

"like maybe "user preferences" for ai therapists can be effectively pooled across some set of users and maybe preferences for "coding agents" can be pooled across some set of users but it doesn't make sense to pool "ai therapy" and "coding" uses cases. for example"
X Link 2025-12-10T05:01Z XXX followers, XX engagements

"and i think we see that with a lot of the best vibe coders on TPOT who have elaborate ways of using "prompt engineering" to get their OWN CUSTOM coding model productive TPOT coders often use elaborate "custom prompts" to get custom behavior just for them"
X Link 2025-12-10T05:11Z XXX followers, XX engagements

"like i think for that kind of a valuation. you kind of need to be in a situation. where people need to use it whether they want to or not don't like microsoft well. there isn't a choice"
X Link 2025-12-10T06:03Z XXX followers, XX engagements

"like if chatgpt is going kind of "for enterprise" like "case by case". like anthropic does. or palantir kind of does then i wouldn't say they are the "facebook" or "google" of this generation. cause those were like universal products"
X Link 2025-12-10T06:21Z XXX followers, XX engagements

"the difference between software and chess though is that software stuff continues to grow based on its previous state. aka exponentially (possibly) chess is like a "zero sum" game. where every tournament magnus has to come up with new ideas"
X Link 2025-12-10T07:01Z XXX followers, X engagements

"some people are calling "context engineering" as like "memory" i think"
X Link 2025-12-08T14:51Z XXX followers, XX engagements

"my investigations (watching documentaries on youtube) into the early era of the "personal computers" and xerox parc steve jobs bill gates silicon valley etc"
X Link 2025-12-09T09:18Z XXX followers, XX engagements

""This tidal wave of AI agent interest is not going to go away" SailPoint founder Mark McClain says"
X Link 2025-12-09T15:42Z XXX followers, XX engagements

"the deal between openai and thrive capital is kind of complicated the thing announced dec 1---the same day i guess as the "code red"---is actually about openai taking stake in thrive it's a "non-monetary deal". that involves openai embedding engineering teams"
X Link 2025-12-09T18:33Z XXX followers, XX engagements

"cause before in the transformer era. i didn't know that much about "pre-training" but now with "vibe coding" and "vibe research" and i saw one anon do it (maybe) it's like. i think we have demystifyied "pre-training" a lot"
X Link 2025-12-09T19:04Z XXX followers, X engagements

"i have my own ide. but i still think cursor is cool and the features of my ide are like "trade secrets" which they wouldn't be. if it were a cursor competitor"
X Link 2025-12-09T22:38Z XXX followers, XX engagements

"i've seen a few very productive people say and i do it to. that they use elaborate "context engineering" to get exactly their intended output. so in other words. to undo any "user preference sharing". and get their own "custom behavior""
X Link 2025-12-10T05:12Z XXX followers, XX engagements

"i was kind of chirping "thrive capital" for signing a deal with openai on the same day as the "code red" but maybe thrive can turn openai around. who knows but i think the problem is openai is too "ignoreable" for a facebook or google kind of valuation"
X Link 2025-12-10T06:02Z XXX followers, XX engagements

"if you're running out of places for data centers or it's bad for the environment you can have like the "personal computer" version of whatever this is. doesn't have to be space. what about the "latency""
X Link 2025-12-10T07:55Z XXX followers, XX engagements

"@cacomoneta It's cheaper per token to run the AI in big data centers. you mean right now or always"
X Link 2025-12-10T12:33Z XXX followers, X engagements

"like take any question that could be on a coding style guide and people would basically diverge on opinions"
X Link 2025-12-09T23:31Z XXX followers, X engagements

"data centers in space đŸĒđŸ“ĄđŸ›° what about "on premises" what about "home computers""
X Link 2025-12-10T07:54Z XXX followers, XX engagements

"it's variable to the person or people using the word exactly what "agi" means but i do think"
X Link 2025-12-10T13:35Z XXX followers, X engagements

"no really. talk to your investment professional this is not investment advice really it could go down tomorrow. even if it goes up long term. it's not a joke. you can't predict the markets. if you could. there would be no point. but jim cramer we know"
X Link 2025-12-02T05:53Z XXX followers, XX engagements

""prompt engineering" is interesting cause it didn't use to exist before"
X Link 2025-12-07T19:10Z XXX followers, XX engagements

""context engineering" i find interesting because now it is like one of the central "skill sets" in the "llm era of ai" but it didn't used to exist at all. it's like the one thing that is NOT "lindy""
X Link 2025-12-08T01:16Z XXX followers, XX engagements

"it's funny cause i often endorse the importance of lindyness and how many lindy ai concepts i think are actually of value (but i kind of "vague poast" about it a lot because as we discussed whatever we put on here is an "IP transfer") but "context engineering" is NOT lindy"
X Link 2025-12-08T01:18Z XXX followers, XX engagements

"jamie dimon. "top of mind": 1) blockhain is real 2) "tokenization" is coming"
X Link 2025-12-08T20:47Z XXX followers, XX engagements

"The US is preparing to let $NVDA export its older H200 GPUs to China"
X Link 2025-12-09T10:03Z XXX followers, XX engagements

"a company who's business model is so threatened they are declaring a "code red" but. how do i get in on this"
X Link 2025-12-09T13:38Z XXX followers, XX engagements

"no moat lots of debt well-funded competitors no switching costs weakening product quality declaring an emergency "code red 🚨🚨🚨" ok. that all sounds interesting. but. i have one question. where do i sign"
X Link 2025-12-09T13:46Z XXX followers, XX engagements

"i actually think "research agent" is kind of a good way for "start-ups" to break into the overall "information" game because if google has to charge $XXX. like that is an achievable price i think just working through api's"
X Link 2025-12-09T14:34Z XXX followers, XX engagements

""hawkish cut""
X Link 2025-12-09T15:58Z XXX followers, XX engagements

"which is the episode where sam altman says "i wish there was a way to short openai" i was thinking. can't polymarket facilitate that and then i was watching this video. and listening to sam's "fears""
X Link 2025-12-09T16:59Z XXX followers, XX engagements

"this was on halloween yeah. when i heard this. i was just like thrive and josh kushner. i heard him say he has "fear" that "somebody is going to get burned". and i thought. "i WISH WISH WISH i could have MORE EXPOSURE to THIS""
X Link 2025-12-09T17:02Z XXX followers, XX engagements

"🚨🚨🚨 HE'S GONNA GO LONG 🚨🚨🚨 i'm telling you i'm telling you. it's the "ghost of christmas 🎄☃đŸ‘ģ🔮✨ futures" that visited him. did you my "bit" about this"
X Link 2025-12-09T17:10Z XXX followers, XX engagements

"the irony is i have liked openai and i have literally used it this whole time and it might seem "unfair" that now i'm a little bearish on them. cause they seem to be badly positioned for a "multiplicity of models" world which seems to already be happening (anthropic cohere)"
X Link 2025-12-09T20:25Z XXX followers, XX engagements

"it might seem a little "unfair" that i have gotten basically all my ip from openai and used it this whole time and now that i have other ways that are kind of better i'm using them but idk if sam altman should really be "crying at the casino""
X Link 2025-12-09T20:26Z XXX followers, XX engagements

"you don't have to be openai to help businesses us ai for their custom use cases you could just "call openai". or any one of them or set up your own custom install from open source"
X Link 2025-12-09T21:07Z XXX followers, XX engagements

"i'm testing the thesis that if i can recursively improve my agentic ai ide. using my agentic ide then it can be like a "recursive flywheel""
X Link 2025-12-09T23:01Z XXX followers, X engagements

"linus torvalds: Vibe coding is great for getting into programming but it's a horrible thing to maintain. i think this is like a big issue. getting past the "demo" stage. to like "really maintaining code". cause now it's getting very subjective"
X Link 2025-12-09T23:30Z XXX followers, XX engagements

"i mean it's not just superficial stuff. now we have linters for that anyway. the question of like whether "vibe coding" can "scale up" to complicated architectures. and test them with the rigor someone like linus torvalds is used to seems to be a new "debate""
X Link 2025-12-09T23:35Z XXX followers, XX engagements

"and i think what some people thought that the "network effects" advantage openai would have is either "bigger models". for "scaling llm's indefinitely"---that's basically over as a thesis then it was "user signals data" that they could "leverage""
X Link 2025-12-10T04:39Z XXX followers, X engagements

"but like the "user preferences" data isn't a "gold mine" like that i think because different users use a chat window in so many different ways---conflicting ways the "user preference" data is probably conflicting a lot of the time. not an "asset" it's now seeming"
X Link 2025-12-10T04:40Z XXX followers, X engagements

"one person's using the chatgpt window interface to code another as an ai girlfriend. another to do business research. another as a therapist do "user signals" from one use case help another one. it's seeming now they hurt rather than help"
X Link 2025-12-10T04:43Z XXX followers, XX engagements

"cause "user preferences" are pretty idiosyncratic. especially if it's a "one great interface for all use cases" like the chatgpt web interface it's like formula one vs parking at the mall. this kind of "fine-tuning preference data" is actually counter-productive to share"
X Link 2025-12-10T04:48Z XXX followers, XX engagements

"but then again. even within coders there are differences cause the anon that gets pre-training to work by vibe coding. just on their own. just one person. that is like "outlier cracked" behavior and "novice coders" need a different model"
X Link 2025-12-10T05:14Z XXX followers, XX engagements

"but that's not the only way to make money you can also be beyond "ignoreable" you can also be outright mysterious. you can even not tell people your business model at all. there's not just "network effects" as business models"
X Link 2025-12-10T06:04Z XXX followers, XX engagements

"there's multiple ways to generate revenue. doesn't have to be network effects but chatgpt is just becoming very "optional" i'm using it. i might stop. if i do. would i miss out on any "network" seems like the answer to that is "no""
X Link 2025-12-10T06:06Z XXX followers, XX engagements

"like every tournament a chess player has to basically win from scratch and i think magnus even got tired of playing for the world championship and stopped but like software isn't "zero sum" like that. you can just keep growing it. "vibe coding" gets easier and easier"
X Link 2025-12-10T07:03Z XXX followers, X engagements

"maybe olivia rodrigo was right to not want to date guys who are too "obsessed with space" why is it always about going to space"
X Link 2025-12-10T08:00Z XXX followers, XX engagements

"honestly claude is working way better for coding right now than chatgpt was so far it's coming up with better ideas and stressing me out less and there wasn't any cost to switch at all. cause i don't even really use the "memory". i use my own context engineering"
X Link 2025-12-10T09:39Z XXX followers, XX engagements

"so far claude is giving better code and stressing me out with unwanted questions less so i just switched and it didn't take any time but the worst part for a "facebook" style valuation is. there was no "network cost" to switching from openai"
X Link 2025-12-10T09:40Z XXX followers, XX engagements

"it's not like with facebook or instagram or something where you stop using it and you miss out on party invites or it's harder to go viral or whatever. it's just you close your chatgpt account and that's it"
X Link 2025-12-10T09:42Z XXX followers, X engagements

"it's a funny estimate to even make because the field of ai was sharing information pretty openly until like 2022 or something like very extremely information was shared. now. if you make a paper that's genuinely cool. ppl will "steal" the citation imo"
X Link 2025-12-10T13:36Z XXX followers, X engagements

@gregcoppola5d
/creator/twitter::gregcoppola5d