Contrast
Running GPT-6 Astra at MAX reasoning may burn less quota than Medium or Low, and ARC Prize's own numbers back it
ARC Prize (via r/ChatGPT and r/codex)
Stack layer / Threat pattern
Salesforce frames its agent stack as an 'Enterprise AI Harness' with a separate AI Control Plane
Salesforce
Policy dependency / Stack layer
Holding Back Ready Agent Turns Instead of Releasing Them Eagerly Cuts P95 Workflow Latency up to 3.50x
arXiv 2609.10964
Stack layer / Threat pattern
Willison and Alex Garcia ship Datasette security releases from their first frontier-model code audit, using three models
Datasette Blog
Policy dependency / Stack layer
Senate Negotiators Weigh a 'Duty of Care' Law Letting Federal Courts Block Unsafe Model Releases and Preempting State AI Laws
Reuters
Policy dependency / Threat pattern
Anthropic's September threat report: Chinese students produced "more than a dozen possible zero day findings in a single month" with Claude
Anthropic
Stack layer / Contrast
PageIndex reached 35,621 stars arguing RAG should not use vectors at all
GitHub
Stack layer / Contrast
Skill optimization via contextual bandits cut optimization cost 55-58% using only 50 examples per benchmark
arXiv 2609.11682