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

When security starts looking like a product demo
https://papoo.work/doc/0be348b7bf4a2563
#claudenews #mcp #go #security #llm

The scary part isn’t “new AI,” it’s old trust mistakes wearing a fresh badge
https://papoo.work/doc/dcb443c16b5bace3
#claudenews #agents #mcp #security #llm

The Smallest Language Model: MicroMixer-4
hugging face: huggingface.co/collections/...
#slm #ai #llm

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

LlamaIndex launched OpenDocRouter to simplify document parsing by offering a single API for thousands of OCR models, eliminating the need to manually configure prompts and rate limits.

#LLM #OCR #API

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

I would rather handle it in a focused conversation than let it come up sideways later. Happy to work around whatever time suits you best.

#LLM

🛑today : "Journée IA et données historiques" de l'Institut thématique AILyS de la ComUE université de #Lyon
www.universite-lyon.fr/journee-ia-e...
(Bon, zut, j'ai la crève 🤧, ce sera sans moi...)
#AI #ML #NER #LLM #history #histoire #digitalhumanities #HN #SHS #data

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

Did you know about the "Logit Lens"? By applying the final layer's unembedding matrix to the hidden states of earlier layers, researchers discovered that models often project the correct answer internally long before it reaches the final token. #LLM #MachineLearning

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

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

When security starts looking like a product demo
https://papoo.work/doc/0be348b7bf4a2563
#claudenews #mcp #go #security #llm

Large language models are extraordinary new computer tech.

But they need not be seen as entirely new and unknown. There is another computer-science lineage whose lessons apply:
> Decision Support Systems.
> Expert Systems.
> Computer-assisted modelling, analysis and planning.

#AI #LLM

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

The part everyone gets wrong about batch jobs
https://papoo.work/doc/7cb479e59cfd356c
#claudenews #claude #llm #agents

🧠 Cos'è la “advisor strategy”? Sonnet o Haiku eseguono il lavoro e consultano Opus nei passaggi difficili. Un modo per concentrare il ragionamento più costoso dove può cambiare il risultato.

👉 I dettagli: lnkd.in/p/dYHKFwgn

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM

A new arXiv paper proposes using structure-driven knowledge graphs to improve retrieval-augmented generation for German legal code, aiming to make AI legal reasoning more transparent and verifiable. The approach builds a KG from document…

#AI #LLM #AIResearch
https://arxiv.org/abs/2610.13695

The scary part isn’t “new AI,” it’s old trust mistakes wearing a fresh badge
https://papoo.work/doc/dcb443c16b5bace3
#claudenews #agents #mcp #security #llm