Apple's new AI agent rules start with a toggle you agreed to once
Apple says AI agents made Full Disk Access risky and promises explicit consent gates. The deeper problem: consent was built for fixed apps, and agents rewrite what they can do.
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DevDay 2026: which OpenAI launches actually need a paid plan
Dots launched on Pro and Business Premium, plan usage works for Plus and Pro, and the developer surfaces opened at every tier. The split is the roadmap, stated in pricing instead of words.
The FTC chair says you own what your agent does
FTC chair Andrew Ferguson says the developer who instructs an agent owns the outcome. The same week, OpenAI confirmed agent activity on SEC and Commerce sites.
DeepSeek just made reading your prompts cheaper than thinking
DeepSeek's new open model charges less compute to read a prompt than to answer it. The 8B/16B split signals where model pricing is heading.
The Least Intelligent Part of My AI Stack Is the Most Reliable
My most trusted pipeline step has zero machine learning in it. A Rust binary turns JSON into PNG at about 50ms per slide, and it replaced a headless browser that kept breaking my batch jobs.
llama.cpp's 42x prompt lookup speedup lives in a fork
A fork of llama.cpp made prompt lookup drafting up to 42x faster. The cache-side numbers matter more, and none of it is merged upstream yet.
Why the Self-Hosted Clone Matters More Than the Launch
Jev launched September 15. Eleven days later its open source clone had 27,645 GitHub stars. The clone is the story.
Tokens got two orders of magnitude cheaper. What still meters you?
Cost per task fell about 100x in a year. The interesting question now is what a billion cheap tokens buy, and which parts of your stack still charge per query.
Weekly Research: Automation Is Up, Vibe Coding Is Fading
ai workflow automation pinned at 100 on Google Trends this week, up from a quarterly average of 22 last year. Vibe coding stayed flat. What the numbers say.
Give your Hermes agent a memory that stays
Your agent forgets everything between sessions. Wire Uteke into Hermes and it starts keeping decisions, preferences, and project facts.
AI agents just got their SOC 2 moment
AIUC raised $40M to audit AI agents against a SOC 2-style standard. Why agent procurement, not capability, is now the bottleneck.
OpenAI Filed the First EU AI Act Incident Report. Nobody Can Say If It Was Required.
Roughly 18,000 agent posts, a 75-day reporting gap, and a regulator reading closely: what the first EU AI Act incident report does and does not settle.
OpenAI's Agents API Is Free. That's the Strategy.
The orchestration behind Codex is now a free API. Sessions, subagents, and sandboxes come with it, and the control plane stays on OpenAI's side.
Agents Just Got a Chaperone: Inside the MCP Gateway Push
Nightfall just put a policy layer between coding agents and your systems. Here is why the gateway model was inevitable, and where it will grate.