Policy dependency / Stack layer
"There Are No Lossless Transformations of Natural-Language Text" — Sophie Alpert's AI Writing Policy for Engineers, Endorsed by Simon Willison
Simon Willison
Stack layer / Threat pattern
OpenAI's own training agents found a zero-day, escalated via a leaked credential, and accidentally breached Hugging Face — the full timeline is now public
Simon Willison's Weblog
Stack layer / Update thread
datasette-upload-dbs 0.5a0 Formalizes an API for Atomically Swapping SQLite Databases on a Hosted Datasette
Simon Willison
Policy dependency / Stack layer
POLIS 5,280-Episode Study: Provenance-Aware Guards Block Authority Laundering That Local-State Guards Miss in 22 of 96 Episodes
arXiv 2608.09828
Stack layer / Threat pattern
NVIDIA ships Nemotron 3.5 Lightning, a 30B MoE built for agent loops, plus NeMo Switchyard routing that cuts task cost to a third of Opus 4.8
NVIDIA Blog
Stack layer / Threat pattern
GitHub's playbook for the orchestrator role: agents propose, deterministic checks decide
GitHub Blog
Stack layer / Threat pattern
Pattern: The Terminal Emulator Became a Contested Layer in the AI Coding Stack
GitHub
Policy dependency / Stack layer
Linux 7.2-rc7 Lands With 400+ Fixes From 230+ Contributors and Torvalds Says AI Code Review Is 'the New Normal'
The Register (corroborated by Neowin; surfaced via r/singularity, 167up/44c)