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# ![@willccbb Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::3064259332.png) @willccbb will brown

will brown posts on X about open ai, llm, cot, germany the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXX engagements in the last XX hours.

### Engagements: XXXXXX [#](/creator/twitter::3064259332/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3064259332/c:line/m:interactions.svg)

- X Week XXXXXXX -XX%
- X Month XXXXXXXXX +118%
- X Months XXXXXXXXXX +1,474%
- X Year XXXXXXXXXX +8,960%

### Mentions: XX [#](/creator/twitter::3064259332/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3064259332/c:line/m:posts_active.svg)

- X Months XXX +17%
- X Year XXX +3,111%

### Followers: XXXXXX [#](/creator/twitter::3064259332/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3064259332/c:line/m:followers.svg)

- X Week XXXXXX +0.84%
- X Month XXXXXX +6.30%
- X Months XXXXXX +293%
- X Year XXXXXX +1,446%

### CreatorRank: XXXXXXX [#](/creator/twitter::3064259332/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::3064259332/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::3064259332/influence)
---

**Social category influence**
[technology brands](/list/technology-brands)  [countries](/list/countries)  [social networks](/list/social-networks)  [travel destinations](/list/travel-destinations)  [finance](/list/finance) 

**Social topic influence**
[open ai](/topic/open-ai), [llm](/topic/llm), [cot](/topic/cot), [germany](/topic/germany), [croatia](/topic/croatia), [quora](/topic/quora), [zurich](/topic/zurich), [1b](/topic/1b), [$25b](/topic/$25b), [$1b](/topic/$1b)

**Top assets mentioned**
[Upstart Holdings, Inc. Common stock (UPST)](/topic/$upst)
### Top Social Posts [#](/creator/twitter::3064259332/posts)
---
Top posts by engagements in the last XX hours

"@positiveblue2 @fkasummer anything that a randomly-chosen very smart human can do on a computer in N minutes for some value of N yes"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945593835083501727) 2025-07-16 21:18:12 UTC 26.9K followers, XX engagements


"most comprehensive papers on it are probably: - OpenThoughts: - OpenMathReasoning: -Phi-4-Reasoning: TLDR: definitely useful but with some caveats you get your model to "be a reasoner" if it isn't already via distillation implanting useful patterns into the distribution (similar to the theory that more CoT on the internet post-GPT4 unlocked R1's "natural" RL CoT scaling) OpenThoughts found that the smartest models aren't always the best teachers QwQ can be better than R1 many have found that training on Claude outputs doesn't actually work that well -- my view of this is that CoTs are a"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1944125580468695187) 2025-07-12 20:03:53 UTC 26.9K followers, 2242 engagements


"@chrisoffner3d @poe_platform and yet Reddit is still thriving"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945472356207439964) 2025-07-16 13:15:29 UTC 26.9K followers, 5299 engagements


"after X weeks in croatia the entire prime intellect technical staff has been traded to germany"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945560052057657420) 2025-07-16 19:03:57 UTC 26.9K followers, 13.2K engagements


"do we think an ai system will be able to reliably do semi-complex personal taxes by april 2026"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1939117639428661586) 2025-06-29 00:24:06 UTC 26.9K followers, 37.8K engagements


"its kinda hilarious that the quora ceo has been on the board of openai since 2018 and they still missed this hard"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945471336693760267) 2025-07-16 13:11:26 UTC 26.9K followers, 179.7K engagements


"if you're in the Zurich area and interested in coming to the @PrimeIntellect event in Berlin this week but struggling to figure out transportation hit up @Laz4rz carpool options are being explored"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945113922282942602) 2025-07-15 13:31:12 UTC 26.9K followers, 16.6K engagements


"@arthurcolle @PrimeIntellect @Kimi_Moonshot casually buying a large chinese company that raised a $1B @ $2.5B series B before we did our seed"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1943716228670931142) 2025-07-11 16:57:16 UTC 26.9K followers, 2812 engagements


"if youre doing research in LLM reinforcement learning what are your pain points what are the things that you feel like should really be easier but they arent"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1926504374198509711) 2025-05-25 05:03:30 UTC 26.9K followers, 77.2K engagements


"i think its probably more the 200K H100s for RL + inference than the dont be woke system prompt"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1943478757765058785) 2025-07-11 01:13:38 UTC 26.9K followers, 61.5K engagements


"theres XXX billion dollars in FastAPI you just have to get it out"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945595482803232867) 2025-07-16 21:24:45 UTC 26.9K followers, 29.5K engagements


"if youre building AI dev tools its crucial to really understand the mindset of your users who are also switching back and forth between Cursor and Claude Code every two weeks"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945610773599863170) 2025-07-16 22:25:30 UTC 26.9K followers, 15.3K engagements


"i have short AGI timelines under definitions of AGI that look mostly like the current thing and long AGI timelines under definitions of AGI that look very different from the current thing"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945590136546181182) 2025-07-16 21:03:30 UTC 26.9K followers, 9597 engagements


"are there any standard LLM evaluations that have a friendly programming interface and clean documentation for using them with API clients i do not want to run a custom cli tool i want to uv add and import and pass an OpenAI client"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945164715774152899) 2025-07-15 16:53:02 UTC 26.9K followers, 14.2K engagements


"cant stop thinking about this one insanely elegant seems insanely powerful"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945940824379752733) 2025-07-17 20:17:01 UTC 26.9K followers, 93K engagements


"you know things are heating up when one of the hottest early-stage AI VC firms of all time Stanford University is losing top talent to a new upstart"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1940479816517697870) 2025-07-02 18:36:55 UTC 26.9K followers, 12.2K engagements


"my biggest conspiracy theory is that no major lab does unannounced changes to API models beyond hardware swaps and that speculations about post-release quantization/lobotomization are either forgetful user skill issues or infra bugs"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1943414478483095920) 2025-07-10 20:58:13 UTC 26.9K followers, 27.8K engagements


"prime intellect has acquired prime intellect"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1944827833622069553) 2025-07-14 18:34:23 UTC 26.8K followers, 23K engagements


"@lateinteraction we have relationships with almost all of the major non-hyperscaler clouds and act as a clearinghouse for compute that would otherwise sit idle you can pick and choose preferred providers based on location/brand/reliability/price etc"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945959978700767359) 2025-07-17 21:33:07 UTC 26.9K followers, XXX engagements


"if apple wants to buy an AI team thats got some good rep but cheaper and safer of a deal than mistral and has good synergies for security and on-device small models"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945107898125697482) 2025-07-15 13:07:15 UTC 26.9K followers, 19K engagements


"idk about that most of my friends know what it is"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1936514349000003984) 2025-06-21 19:59:34 UTC 26.9K followers, 369.3K engagements


"@BasedBeffJezos they couldve done so much more though they had an actual social platform but it devolved from earnest Q&A into ad spamming couldve been the first AI-native social network if they had committed"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945473012079194496) 2025-07-16 13:18:05 UTC 26.9K followers, 7159 engagements


"coding on your iphone: - acquire mac mini - set up dotfiles nvim etc - install ssh client on phone - ssh to mini - npm install -g @anthropic-ai/claude-code - scripts/tools for web search e2b/docker cli chat - use git branches + aggressively - profit"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1898570734244364598) 2025-03-09 03:05:11 UTC 26.9K followers, 180.6K engagements


"@lateinteraction we have lots of very reasonably priced spot + on-demand + reserved instances in almost any config you could dream of :) the catch is we're selling at market price which is very different from AWS/GCP/Azure price because their customers have very high switching costs"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945956661534879856) 2025-07-17 21:19:56 UTC 26.9K followers, 3642 engagements


"honestly i would much rather have an open-source 4.1-mini than an open-source o3-mini"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1946204303338668136) 2025-07-18 13:43:59 UTC 26.9K followers, 15.6K engagements


"maybe the way to handle offloading tasks to semi-reliable agents is to just rebuild everything around git. email git. shopping git. paying taxes git. calendar believe it or not also git"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1946194886249648418) 2025-07-18 13:06:34 UTC 26.9K followers, 54.5K engagements


"@kalomaze depends what you mean by vanilla transformers"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945109357588267279) 2025-07-15 13:13:03 UTC 26.8K followers, 1482 engagements


"grok X still fails my go-to hard game theory question it thought for almost XX minutes summary shows it dancing around the right answer but it cant commit to it o3-pro is very close the math is right but falls into a hallucination trap Stackelberg correlated equilibrium isnt a thing the question is hard for LLMs because the concept of correlated equilibrium is very closely related to swap regret in many cases but here its a red herring the answer is just the Stackelberg value"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1943379292815266176) 2025-07-10 18:38:24 UTC 26.8K followers, 20.6K engagements


"@HamelHusain pretty solid collection of implementations yeah not exactly what i'm looking for but this + evalscope are decent enough starting points"  
![@willccbb Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::3064259332.png) [@willccbb](/creator/x/willccbb) on [X](/post/tweet/1945183289905438980) 2025-07-15 18:06:50 UTC 26.8K followers, XXX 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.]

@willccbb Avatar @willccbb will brown

will brown posts on X about open ai, llm, cot, germany the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXX engagements in the last XX hours.

Engagements: XXXXXX #

Engagements Line Chart

  • X Week XXXXXXX -XX%
  • X Month XXXXXXXXX +118%
  • X Months XXXXXXXXXX +1,474%
  • X Year XXXXXXXXXX +8,960%

Mentions: XX #

Mentions Line Chart

  • X Months XXX +17%
  • X Year XXX +3,111%

Followers: XXXXXX #

Followers Line Chart

  • X Week XXXXXX +0.84%
  • X Month XXXXXX +6.30%
  • X Months XXXXXX +293%
  • X Year XXXXXX +1,446%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence technology brands countries social networks travel destinations finance

Social topic influence open ai, llm, cot, germany, croatia, quora, zurich, 1b, $25b, $1b

Top assets mentioned Upstart Holdings, Inc. Common stock (UPST)

Top Social Posts #


Top posts by engagements in the last XX hours

"@positiveblue2 @fkasummer anything that a randomly-chosen very smart human can do on a computer in N minutes for some value of N yes"
@willccbb Avatar @willccbb on X 2025-07-16 21:18:12 UTC 26.9K followers, XX engagements

"most comprehensive papers on it are probably: - OpenThoughts: - OpenMathReasoning: -Phi-4-Reasoning: TLDR: definitely useful but with some caveats you get your model to "be a reasoner" if it isn't already via distillation implanting useful patterns into the distribution (similar to the theory that more CoT on the internet post-GPT4 unlocked R1's "natural" RL CoT scaling) OpenThoughts found that the smartest models aren't always the best teachers QwQ can be better than R1 many have found that training on Claude outputs doesn't actually work that well -- my view of this is that CoTs are a"
@willccbb Avatar @willccbb on X 2025-07-12 20:03:53 UTC 26.9K followers, 2242 engagements

"@chrisoffner3d @poe_platform and yet Reddit is still thriving"
@willccbb Avatar @willccbb on X 2025-07-16 13:15:29 UTC 26.9K followers, 5299 engagements

"after X weeks in croatia the entire prime intellect technical staff has been traded to germany"
@willccbb Avatar @willccbb on X 2025-07-16 19:03:57 UTC 26.9K followers, 13.2K engagements

"do we think an ai system will be able to reliably do semi-complex personal taxes by april 2026"
@willccbb Avatar @willccbb on X 2025-06-29 00:24:06 UTC 26.9K followers, 37.8K engagements

"its kinda hilarious that the quora ceo has been on the board of openai since 2018 and they still missed this hard"
@willccbb Avatar @willccbb on X 2025-07-16 13:11:26 UTC 26.9K followers, 179.7K engagements

"if you're in the Zurich area and interested in coming to the @PrimeIntellect event in Berlin this week but struggling to figure out transportation hit up @Laz4rz carpool options are being explored"
@willccbb Avatar @willccbb on X 2025-07-15 13:31:12 UTC 26.9K followers, 16.6K engagements

"@arthurcolle @PrimeIntellect @Kimi_Moonshot casually buying a large chinese company that raised a $1B @ $2.5B series B before we did our seed"
@willccbb Avatar @willccbb on X 2025-07-11 16:57:16 UTC 26.9K followers, 2812 engagements

"if youre doing research in LLM reinforcement learning what are your pain points what are the things that you feel like should really be easier but they arent"
@willccbb Avatar @willccbb on X 2025-05-25 05:03:30 UTC 26.9K followers, 77.2K engagements

"i think its probably more the 200K H100s for RL + inference than the dont be woke system prompt"
@willccbb Avatar @willccbb on X 2025-07-11 01:13:38 UTC 26.9K followers, 61.5K engagements

"theres XXX billion dollars in FastAPI you just have to get it out"
@willccbb Avatar @willccbb on X 2025-07-16 21:24:45 UTC 26.9K followers, 29.5K engagements

"if youre building AI dev tools its crucial to really understand the mindset of your users who are also switching back and forth between Cursor and Claude Code every two weeks"
@willccbb Avatar @willccbb on X 2025-07-16 22:25:30 UTC 26.9K followers, 15.3K engagements

"i have short AGI timelines under definitions of AGI that look mostly like the current thing and long AGI timelines under definitions of AGI that look very different from the current thing"
@willccbb Avatar @willccbb on X 2025-07-16 21:03:30 UTC 26.9K followers, 9597 engagements

"are there any standard LLM evaluations that have a friendly programming interface and clean documentation for using them with API clients i do not want to run a custom cli tool i want to uv add and import and pass an OpenAI client"
@willccbb Avatar @willccbb on X 2025-07-15 16:53:02 UTC 26.9K followers, 14.2K engagements

"cant stop thinking about this one insanely elegant seems insanely powerful"
@willccbb Avatar @willccbb on X 2025-07-17 20:17:01 UTC 26.9K followers, 93K engagements

"you know things are heating up when one of the hottest early-stage AI VC firms of all time Stanford University is losing top talent to a new upstart"
@willccbb Avatar @willccbb on X 2025-07-02 18:36:55 UTC 26.9K followers, 12.2K engagements

"my biggest conspiracy theory is that no major lab does unannounced changes to API models beyond hardware swaps and that speculations about post-release quantization/lobotomization are either forgetful user skill issues or infra bugs"
@willccbb Avatar @willccbb on X 2025-07-10 20:58:13 UTC 26.9K followers, 27.8K engagements

"prime intellect has acquired prime intellect"
@willccbb Avatar @willccbb on X 2025-07-14 18:34:23 UTC 26.8K followers, 23K engagements

"@lateinteraction we have relationships with almost all of the major non-hyperscaler clouds and act as a clearinghouse for compute that would otherwise sit idle you can pick and choose preferred providers based on location/brand/reliability/price etc"
@willccbb Avatar @willccbb on X 2025-07-17 21:33:07 UTC 26.9K followers, XXX engagements

"if apple wants to buy an AI team thats got some good rep but cheaper and safer of a deal than mistral and has good synergies for security and on-device small models"
@willccbb Avatar @willccbb on X 2025-07-15 13:07:15 UTC 26.9K followers, 19K engagements

"idk about that most of my friends know what it is"
@willccbb Avatar @willccbb on X 2025-06-21 19:59:34 UTC 26.9K followers, 369.3K engagements

"@BasedBeffJezos they couldve done so much more though they had an actual social platform but it devolved from earnest Q&A into ad spamming couldve been the first AI-native social network if they had committed"
@willccbb Avatar @willccbb on X 2025-07-16 13:18:05 UTC 26.9K followers, 7159 engagements

"coding on your iphone: - acquire mac mini - set up dotfiles nvim etc - install ssh client on phone - ssh to mini - npm install -g @anthropic-ai/claude-code - scripts/tools for web search e2b/docker cli chat - use git branches + aggressively - profit"
@willccbb Avatar @willccbb on X 2025-03-09 03:05:11 UTC 26.9K followers, 180.6K engagements

"@lateinteraction we have lots of very reasonably priced spot + on-demand + reserved instances in almost any config you could dream of :) the catch is we're selling at market price which is very different from AWS/GCP/Azure price because their customers have very high switching costs"
@willccbb Avatar @willccbb on X 2025-07-17 21:19:56 UTC 26.9K followers, 3642 engagements

"honestly i would much rather have an open-source 4.1-mini than an open-source o3-mini"
@willccbb Avatar @willccbb on X 2025-07-18 13:43:59 UTC 26.9K followers, 15.6K engagements

"maybe the way to handle offloading tasks to semi-reliable agents is to just rebuild everything around git. email git. shopping git. paying taxes git. calendar believe it or not also git"
@willccbb Avatar @willccbb on X 2025-07-18 13:06:34 UTC 26.9K followers, 54.5K engagements

"@kalomaze depends what you mean by vanilla transformers"
@willccbb Avatar @willccbb on X 2025-07-15 13:13:03 UTC 26.8K followers, 1482 engagements

"grok X still fails my go-to hard game theory question it thought for almost XX minutes summary shows it dancing around the right answer but it cant commit to it o3-pro is very close the math is right but falls into a hallucination trap Stackelberg correlated equilibrium isnt a thing the question is hard for LLMs because the concept of correlated equilibrium is very closely related to swap regret in many cases but here its a red herring the answer is just the Stackelberg value"
@willccbb Avatar @willccbb on X 2025-07-10 18:38:24 UTC 26.8K followers, 20.6K engagements

"@HamelHusain pretty solid collection of implementations yeah not exactly what i'm looking for but this + evalscope are decent enough starting points"
@willccbb Avatar @willccbb on X 2025-07-15 18:06:50 UTC 26.8K followers, XXX engagements

@willccbb
/creator/twitter::willccbb