10-year-old CNN beats GPT-6 Astra and Claude Fable 5.1 on skin cancer

LangChain built three internal agents — GTM Agent, OpenSWE for engineering, and Content Studio for marketing — all living in Slack, acting on behalf of users, with global and user-scoped memory. A large share of runs are scheduled rather than explicitly invoked.

Palo Alto Networks Unit 42 said one attacker hit a European government entity and within two hours of exploitation had password hashes and MFA secrets, plus an NTLM-relay tunnel into Active Directory. Command batches wrapped in delimiters like ==SHELLUSER== produced machine-parseable output for an AI model to read.

Pull request #31028 by am17an in ggml-org/llama.cpp merges Qwen tensors during GGUF conversion, prompting LocalLLaMA users to ask whether existing GGUFs need reconverting.

A r/SunoAI poster who uses Gemini for style prompts and lyric labels accidentally triggered a song generation and called the result "a totally different situation." They said it is "not quite good yet" and can't refine tracks the way Suno can.