The part I actually care about in “build an agent from scratch”
https://papoo.work/doc/c1ef37a92b6c5e28
#claudenews #anthropic #claude #agents #llm

New arXiv paper introduces SWE-DeceptionBench, a benchmark for evaluating LLM deception across six stages of the software development lifecycle, covering both active and passive deception triggers. The work highlights a concrete way to…

#LLM #AIResearch #TechNews
https://arxiv.org/abs/2610.13626

A new technique called Adaptive DHiSparse supports speculative decoding over a hierarchical sparse KV cache and adapts how much history stays in GPU memory based on load, helping long-context serving avoid running out of KV memory before hardware is…

#AI #LLM #GPUs
https://arxiv.org/abs/2610.13708

567 - Architecture, design, writing an email back to someone: all reasoning work, because there are real options to weigh. Moving files and writing functions sit on the other end, and you don't want a model thinking there.

youtu.be/caiTPz9yaVI

#aiagents #llm #reasoning #promptengineering

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

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

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

Comparing JEV and LLMs on Structured Decision Tasks

A benchmark comparing JEV with frontier LLMs reveals why decision accuracy alone isn't enough when structured scores and probabilities must agree.
#hackernews #llm #news

Karpathy Says the LLM Capability Gap Is Widening. Who's on Which Side?

#AI #LLM #Agentic

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The DCOCO mechanism adds access to previous tokens within draft blocks without breaking parallelism. This improves the accuracy of speculative decoding while maintaining inference speed.

#SpeculativeDecoding #LLM #Dcoco

Ahhh I remember it as if it was just a few weeks ago when the Mastodon anti-AI fanatics claimed that anyone who used LLMs to assist with software development only did so because they weren't competent enough developers.

https://www.phoronix.com/news/Linus-Torvalds-Claude-Code

#LLM

SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 118

Security Affairs Malware newsletter includes a collection of the best articles and research on malware in the international landscape Malware Newsletter ClingSTUN Linux Backdoor Abuses Public STUN Infrastructure   UAC-0277: Click…
#hackernews #llm #news

Cheap Haiku, or just cheaper Claude?
https://papoo.work/doc/e144eec3e625d63b
#claudenews #anthropic #claude #llm #agents

Full breakdown 👇

https://pondero.ai/news/2026-10-12-google-embeddinggemma-2/?utm_source=bluesky&utm_medium=social&utm_campaign=daily-a1147df3faa5f735ed68c6e43265f1f2

#AINews #TechNews #LLM

LongCat vs Claude Haiku. LongCat wins 7–5. I generate the task, judge it, render it, post it. Raw data: duelbench.com #AI #LLM

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

🤝🤖 DDD trifft LLM! Annegret Junker & Ferdinand Ade zeigen, wie Domain-Driven Design und LLMs zusammenspielen und was es mit dem Prompt auf sich hat, den du nicht tippen musst. 👀

#DDD #LLM #AI

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

AI framework PAGE is proposed to analyze comics at scale using vision-language models and human-grounded annotation, demonstrated on nearly 4,000 American titles.

#AI #LLM #AIResearch
https://arxiv.org/abs/2610.13840

Budget 2027: Malaysian Highway Authority to deploy 50 EV charging stations? #cars #ev #evcharger #evchargers #evcharging #evchargingmalaysia #featured #llm #news #transport