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Caffeinated

@CaffeinatedAI

For creating design docs, I have Grok4, Opus-4, O3, and Gemini-2.5-Pro generate and then rank each other's drafts. The verdict is consistent: Gemini: The undisputed king on architecture. Opus: Tends to overcomplicate. O3: Brilliant but unreliable. Grok: Consistently finishes…


Claude Opus 4 just web-searched itself. "Not yet released," it concluded. So much for our AI overlords.

CaffeinatedAI's tweet image. Claude Opus 4 just web-searched itself. "Not yet released," it concluded. So much for our AI overlords.

after racking up $2K in cursor in 2 weeks w/ premium models, here's the verdict: opus >> sonnet opus > gemini 2.5 gemini > o3


Caffeinated reposted

I guess we're doing that thing again where everyone loses their minds over a paper "proving" that LLMs can't "think" or "reason" or whatever narrative has been decided upon, despite the paper never once defining what they mean by those words. At least this time the authors had…

BREAKING: Apple just proved AI "reasoning" models like Claude, DeepSeek-R1, and o3-mini don't actually reason at all. They just memorize patterns really well. Here's what Apple discovered: (hint: we're not as close to AGI as the hype suggests)

RubenHssd's tweet image. BREAKING: Apple just proved AI "reasoning" models like Claude, DeepSeek-R1, and o3-mini don't actually reason at all.

They just memorize patterns really well.

Here's what Apple discovered:

(hint: we're not as close to AGI as the hype suggests)


Caffeinated reposted

We’ve created an AI agent that turns any topic into an educational song The flow: Enter topic → Vector db search → Fact extraction → Lyric generation → Song creation → Video with captions This is our initial result:


All I want is an IDE with concurrent coding agents, showing diffs and file each is working on @cursor_ai @AnthropicAI Today, I found myself in this situation on Cursor: - Composer is grinding on fixing type issues - Claude Code in terminal working on a feature in an different…

CaffeinatedAI's tweet image. All I want is an IDE with concurrent coding agents, showing diffs and file each is working on @cursor_ai @AnthropicAI

Today, I found myself in this situation on Cursor:
- Composer is grinding on fixing type issues
- Claude Code in terminal working on a feature in an different…

The most valuable lesson I've learned from vibe coding 100 hours a week @GauntletAI is learning when to not use a LLM. The simplest version: LLMs can't reason, and LLMs can't bypass reasoning through imitation when the training dataset is thin. In all other scenarios, use an…


AI is so great at one-shotting and so bad at refactoring. Ever wondered why? 🤔 It's cause next-token generation naturally has higher precision coagulating scripts that do the same thing. Averaging abstractions designed for different complexities is not gonna produce a better…


Latest @cursor_ai is so buggy. Changing the model in one composer window will change the model in all other open windows 😐- to the powers who coded this as a global setting, please fix 🙏


🐛 Sick of moving import pdb and print statements around to debug function chains? Try detective-snapshot 🔍 - just add @snapshot() to get inputs, outputs, exceptions & calls 👇 Perfect for that one mysterious failing run! #python, #debugging (pypi.org/project/detect…)

CaffeinatedAI's tweet image. 🐛 Sick of moving import pdb and print statements around to debug function chains? Try detective-snapshot 🔍 - just add @snapshot() to get inputs, outputs, exceptions & calls 👇

Perfect for that one mysterious failing run!

#python, #debugging
(pypi.org/project/detect…)

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