Policy dependency / Stack layer
CROSS-CATEGORY: Five Vendors in Ten Days Shipped the Same Product — a Gateway That Sits Between Your Apps and Your Agents and Meters Them
Help Net Security (A10, SelectHub; corroborated by Snowflake's engineering blog, GlobeNewswire/AI-R Aug 10, and harnessrouter.ai)
Policy dependency / Stack layer
Envs-FORGE Solves a Per-Seed MILP to Synthesize Agent-RL Environments, Hitting 77.1% on SWE-bench Verified vs 73.4% Base
arXiv 2608.14312
Policy dependency / Stack layer
Arcee open-sources NAC, an agent harness built around 'episodes' instead of one growing transcript
Arcee AI Blog
Stack layer / Contrast
Altman Tells Interns a ChatGPT Descendant Will 'Watch Your Screen, Record Every Meeting and Call' Within Six Months
r/ChatGPT (quote sourced to Altman via X/@haider1 and StartupHub.ai)
Stack layer / Contrast
The Earnings Read-Across Says the Split Is Not AI vs. SaaS — It's Vendors Who Report an AI Number vs. Vendors Who Cut Guidance
Saxo Bank
Policy dependency / Follow-up thread
The ECB Published a Blog Post Arguing an AI Stock Correction Is 'Likely' — and Puts Euro-Area Household Exposure to US Tech at €440 Billion
European Central Bank / Reuters
Threat pattern / Follow-up thread
Israel's Foreign Ministry Is Running a $145M Campaign Explicitly Targeting What ChatGPT Says, Via Sites Built for AI Crawlers Not Readers
Politico / Hacker News
Stack layer / Update thread
llmix v2.2.0 Documents a Silent Failure Mode: Gateway-Prefixed Model IDs Made reasoningEffort Vanish With No Warning
GitHub