Policy dependency / Stack layer
Four advisories land on Databricks' Omnigent meta-harness, one critical, all reported by an autonomous security agent
GitHub Security Advisories
Contrast / Follow-up thread
Fable 5.1's headline gain is a science benchmark, not coding: 52.6% on Terminal-Bench-Science 0.1 against 29.0% for Opus 5
Simon Willison's Weblog
Policy dependency / Stack layer
CROSS-CATEGORY: Four Unrelated Vendors Shipped Agent Authorization Control Planes Inside 48 Hours
JetStream (corroborated by Genesys Xperience 2026 coverage, aiagentstore.ai and Hacker News Show HN)
Contrast
Anthropic's new consumer system prompt bans lyrics, SVG logos and ASCII-art copyright workarounds
Simon Willison's Blog
Policy dependency / Stack layer
Unsloth 0.1.805-beta doubles Qwen3.8-Flash-Next and GLM-5.3-Flash inference with MTP on by default
GitHub
Policy dependency / Stack layer
Distilling 1,000 ML repos into 5,000 verified skills lifted an agent 134% on MLE-bench with the model and budget held fixed
arXiv 2609.02749
Stack layer / Threat pattern
Three of Four Major Agent Frameworks Provide No Built-In Confinement for Delegated Authority
arXiv 2609.00267
Policy dependency / Stack layer
Claude Code 2.1.259 refuses to start when a managed settings file cannot be parsed
Claude Code Changelog