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# ![Logits Graphic](https://lunarcrush.com/gi/w:26/t:logits.png) Logits

AI and Bitcoin discussions are trending with significant increases in engagements and mentions. Moonshot AI's MuonClip is solving exploding attention logits, leading to a surge in social engagement.

### About Logits
Logits refers to social media activity related to AI, Bitcoin, and related topics.  

### Insights [#](/topic/logits/insights)
- Logits creators is up XXX% from the previous month.
- Logits mentions is up XXXXXX% from the previous month.

### Engagements: XXX [#](/topic/logits/interactions)
---
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/t:logits/c:line/m:interactions.svg)  
[Engagements 24-Hour Chart Data](/topic/logits/time-series/interactions.tsv)  
**Current Value**: XXX  
**Daily Average**: XXX  
**1 Week**: XXXXX -XX%  
**1 Month**: XXXXXX -XX%  
**6 Months**: XXXXXX +92%  
**1 Year**: XXXXXX -XX%  
**1-Year High**: XXXXXX on 2025-06-25  
**1-Year Low**: X on 2024-08-25  

| Social Network | X   | TikTok | YouTube |
| -------------- | -   | ------ | ------- |
| Engagements    | XXX | XX     | X       |
  

  
  
### Mentions: XX [#](/topic/logits/posts_active)
---
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/t:logits/c:line/m:posts_active.svg)  
[Mentions 24-Hour Chart Data](/topic/logits/time-series/posts_active.tsv)  
**Current Value**: XX  
**Daily Average**: X  
**1 Week**: XX +11%  
**1 Month**: XX +124%  
**6 Months**: XX +44%  
**1 Year**: XXX +140%  
**1-Year High**: XX on 2024-11-01  
**1-Year Low**: X on 2024-07-27  

| Social Network | X  | TikTok | YouTube |
| -------------- | -  | ------ | ------- |
| Mentions       | XX | X      | X       |
  

  
  
### Creators: XX [#](/topic/logits/contributors_active)
---
![Creators Line Chart](https://lunarcrush.com/gi/w:600/t:logits/c:line/m:contributors_active.svg)  
[Creators 24-Hour Chart Data](/topic/logits/time-series/contributors_active.tsv)  
XX unique social accounts have posts mentioning Logits in the last XX hours which is down XXXX% from XX in the previous XX hours
**Daily Average**: X  
**1 Week**: XX +12%  
**1 Month**: XX +100%  
**6 Months**: XX +73%  
**1 Year**: XXX +181%  
**1-Year High**: XX on 2024-11-01  
**1-Year Low**: X on 2024-07-27  
  
  
### Sentiment: XX% [#](/topic/logits/sentiment)
---
![Sentiment Line Chart](https://lunarcrush.com/gi/w:600/t:logits/c:line/m:sentiment.svg)  
[Sentiment 24-Hour Chart Data](/topic/logits/time-series/sentiment.tsv)  
**Current Value**: XX%  
**Daily Average**: XX%  
**1 Week**: XX% -XX%  
**1 Month**: XX% -XX%  
**6 Months**: XX% +25%  
**1 Year**: XX% -XX%  
**1-Year High**: XXX% on 2024-08-04  
**1-Year Low**: XX% on 2024-09-27  

**Most Supportive Themes**
- **MuonClip Innovation:** (70%) Moonshot AI's MuonClip solves exploding attention logits, leading to stable training and improved token efficiency.
- **AI and Bitcoin Discussions:** (20%) Discussions around AI, Bitcoin, and related topics are driving social engagement.
  
**Most Critical Themes**
- **Exploding Attention Logits:** (10%)  Traditional optimizers like AdamW hit "exploding attention logits" at massive scale causing training instability and failures.
  
Network engagement breakdown:  
| Network | Positive | %   | Neutral | %   | Negative | %   |
| ------- | -------- | -   | ------- | -   | -------- | -   |
| X       | XX       | XX% | XX      | X%  | XXX      | XX% |
| TikTok  | XX       | XX% | X       | X%  | X        | X%  |
| YouTube | X        | X%  | X       | X%  | X        | X%  |
|         |          |     |         |     |          |     |
| Total   | XXX      | XX% | XX      | XX% | XXX      | XX% |
  


**Top topics mentioned**
In the posts about Logits in the last XX hours

[coins ai](/topic/coins-ai), [inference](/topic/inference), [coins ai agents](/topic/coins-ai-agents), [context engineering](/topic/context-engineering), [realworld](/topic/realworld), [#ai](/topic/#ai), [token](/topic/token), [llm](/topic/llm), [moonshot](/topic/moonshot), [gpt](/topic/gpt), [blockchain](/topic/blockchain), [currency](/topic/currency), [investment](/topic/investment), [house of](/topic/house-of), [mining](/topic/mining), [bitcoin mining](/topic/bitcoin-mining), [open ai](/topic/open-ai), [onchain](/topic/onchain), [gradient](/topic/gradient), [jordan](/topic/jordan), [the worlds](/topic/the-worlds), [networks](/topic/networks), [zk](/topic/zk), [inf](/topic/inf), [hackernoon](/topic/hackernoon), [breakthrough](/topic/breakthrough), [loop](/topic/loop), [digits](/topic/digits), [neural](/topic/neural)

### Top Social Posts [#](/topic/logits/posts)
---
Top posts by engagements in the last XX hours

*Showing only X posts for non-authenticated requests. Use your API key in requests for full results.*

"@tteasol @Infinit_Labs Infinit Labs AI with ZK proofs is like GPT with a sworn affidavit math-backed truth to squash hallucinations leaving raw logits in 2012. 😎"  
[@He_isJustin](/creator/x/He_isJustin) on [X](/post/tweet/1949080320331981295) 2025-07-26 12:12:15 UTC 17.3K followers, XX engagements


"me this weekend: no im not tweaking bro the ai literally swore on-chain it wasnt lying 😭😭 .@Infinit_Labs got AI models going: your honor heres my zk proof i didnt hallucinate that answer 😔✋ like imagine a GPT having to defend its output in court with math lawyers and zk receipts 💀 meanwhile youre out here trusting raw logits like its 2012 infinit said: 🔹no vibes 🔹no blackboxes 🔹just proofs and privacy 🔹and maybe a lil gasless flex while others are making AI say trust me bro infinit making it say: verify me on-chain or shut up zkML isnt a feature its AI with trauma it needs to prove"  
[@tteasol](/creator/x/tteasol) on [X](/post/tweet/1949032886973149316) 2025-07-26 09:03:46 UTC 3488 followers, XXX engagements


"Update: Someone pointed out penalties should catch this loop. But oops Ollama/Qwen forces repeat_penalty to XXX Why Speed Doubt itwindows only XX tokens negligible vs model time. Logits incoming #AI #LLM #Debugging #72HourDays Still I had same issue with Grok3"  
[@zexigh](/creator/x/zexigh) on [X](/post/tweet/1947923491828994189) 2025-07-23 07:35:25 UTC XXX followers, XX engagements


"the Einstein comparison lmao the next step in AI will depend on how continuous learning is executed. LLM's are pretrained on large datasets. continuous learning allows them to learn beyond that. grok continuously learns. maybe it picked up subliminal attitudes - mechahitler"  
[@izzyz](/creator/x/izzyz) on [X](/post/tweet/1947803044508569790) 2025-07-22 23:36:48 UTC 3404 followers, XXX engagements