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

Meta's removed passage said it may use content from any domain, web page or URL to train its AI products. The company now says the crawling terms covered only ads and business products. #Meta #LLM

https://bymachine.news/meta-removes-news-scraping-terms

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

A new quantization method called Fractional Power-of-Two uses a base-√2 weight grid to enable 4-bit LLM weights while keeping a fully integer shift-add datapath, avoiding the accuracy loss common in…

#LLM #Quantization #EfficientAI #PostTrainingQuantization
https://arxiv.org/abs/2610.21257

LEASH is a training-free framework that escalates computer-use agents from weak to strong models only when latent uncertainty signals the need, helping cut costs without sacrificing reliability on long-horizon tasks.

#opensourceAI #AIagents #LLM #research
https://arxiv.org/abs/2610.22280

Harness-Bench is a new diagnostic benchmark that isolates the effect of the agent harness layer on LLM agent performance across realistic workflows. It tests multiple harness configurations and model backends under shared task…

#LLM #AIResearch #TechNews
https://arxiv.org/abs/2605.27922

LLMs are now being explored as autonomous Game Masters for tabletop RPGs like Dungeons & Dragons, with a new framework called CriticaLLM handling story creation, exploration, and combat. Evaluated with real TTRPG players, it tests how well…

#AI #LLM #TTRPG #Gaming
https://arxiv.org/abs/2610.21525

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

🤖 StepFun's 600B Model Shows Mixed Results in Agentic Benchmarks

StepFun's 600B Step 5 Preview model is a sparse mixture of experts for agentic work, built to navigate large codebases, coordinate multi file changes and...

#LLM #SoftwareDevelopment #InferenceOptimization #AI #AIPulse

"The Freeze Wasn’t the Answer: Building an AML Agent That Reasons Over FalkorDB" by ANIRUDH SINGH

#ai-agents #llm #databases #ai #open-source

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

Give a machine a false past, and it will defend it with the same certainty it defends a true one. Seven models out of seven. Not one hesitated.

Three checks any agent-memory evaluation should pass, with code: kairos-experiment.com/checks.html

#AI #LLM #MachineLearning #MLSky #AcademicSky

Claude Code’s “hidden layer” looks more like an enthusiast’s mental model than a secret product plan
https://papoo.work/doc/c4172db315cf3f63
#claudenews #claude #agents #llm

Four evaluation engineering lessons learned from building agent plugins

The real challenge in building agentic systems is not construction but measurement. Evaluation engineering is crucial for creating trustworthy AI systems by implementing systematic, repeatabl…

Telegram AI Digest
#ai #llm #news

Claude Code’s “hidden layer” looks more like an enthusiast’s mental model than a secret product plan
https://papoo.work/doc/c4172db315cf3f63
#claudenews #claude #agents #llm

Combine cutting‑edge AI and seamless deployment: https://sonicastudio.vercel.app runs on Next.js, powered by Supabase. Create hits faster. #AI #NextJS #LLM

🧠 Replit is no longer working with Anthropic, CEO says

Replit, the AI coding platform that has become a favorite of startup founders and develope…
#AI #MachineLearning #LLM
AI News & Artificial Intellige · https://techcrunch.com/2026/10/17/replit-is-no-longer-working-with-anthropic-ceo-says/

MinusPod is a self-hosted server that removes ads from podcasts before you ever hit play. #llm #adblock #jev #podcast

github.com/ttlequals0/M...