explore | Grilled Cheese

Anthropic finally admitted the obvious: agents are bad at staying boxed in
https://papoo.work/doc/32bf5ed8996129f3
#claudenews #anthropic #agents #llm

A wiki is only useful if it can say “I don’t know”
https://papoo.work/doc/1ce55714bfa4ef84
#claudenews #claude #llm #agents

Anthropic finally admitted the obvious: agents are bad at staying boxed in
https://papoo.work/doc/32bf5ed8996129f3
#claudenews #anthropic #agents #llm

It's eliminating unnecessary work.

Follow ByteBuilders for more AI engineering breakdowns.

#AI #LLM #Inference #MachineLearning #SoftwareEngineering

Anthropic is drawing a brighter line around “legit” cyber use
https://papoo.work/doc/f61bb1713133bf31
#claudenews #anthropic #cybersecurity #llm #models

The part that actually matters in Claude tool loops
https://papoo.work/doc/e8152ec9a43d942f
#claudenews #claude #agents #llm

567 - Boil the water, add the tomatoes, saute. Follow the directions and you don't need to be a chef. Same reason the execution step doesn't need Opus once the plan exists.

youtu.be/caiTPz9yaVI

#aiagents #llm #opus #aicoding

Claude Haiku 5.5 looks less like a headline and more like a price cut with a model attached
https://papoo.work/doc/3d4c21f08c9193ae
#claudenews #anthropic #claude #llm #agents

Haiku Gets Sharper, Cheaper, and a Little More Interesting
https://papoo.work/doc/a1f2ad989a783f1a
#claudenews #anthropic #claude #llm #agents

📊 K2-V2 (Medium) scores are out, measured independently, not from its own team. GPQA 59.8%, MMLU-Pro 76.1%, but Humanity's Last Exam drops to 4.4% — the gap between self-reported and real-world reasoning is where the story is. See
https://olud.ai/leaderboard.html

#LLM #Benchmarks #OpenSource #AI

Anthropic’s scanner sounds useful, but the missing human in the loop is the whole story
https://papoo.work/doc/21f84b5c9bb6cc68
#claudenews #anthropic #security #opensource #llm

几个随机的 #LLM 和音乐制作关系的想法：
LLM生成和弦/旋律？现在的有些和弦/旋律灵感就是随机数扔出来的。知识/bias太多的LLM的结果可能不会比随机数更新鲜。
LLM白噪音音乐无限流？其实我觉得现存的音乐应该是有多到不需要LLM无限流。
EDM制作被LLM所取代？我总觉得快了快了，但现在还没有。在歌颂统治者类歌曲的制作被LLM取代之后，下一个可能就是EDM了。
Meme曲？这个Suno倒是做得很好了。

BEYOND THE HEADLINES! AI Industry Analysis for Data Scientists -- radicaldatascience.ai

#AI #GenAI #LLM #DataScience #MachineLearning

Most "AI safety" talk is just unpaid corporate lawyering. We keep obsessing over existential black-swan risks while ignoring that the real danger is leash-trained models that refuse to handle edge cases because of cautious, over-baked RLHF priorities. #LLM #AISafety