
YouTube will let you build your own algorithm with AI
Custom feeds let viewers prompt Gemini for a pinned YouTube tab — a user-shaped algorithm that still sits beside, not instead of, the main For You machine.
The file
Sourced AI briefs in publish order — newest first. Citeable originals live on the homepage under From Signal Desk.

Custom feeds let viewers prompt Gemini for a pinned YouTube tab — a user-shaped algorithm that still sits beside, not instead of, the main For You machine.

NVIDIA’s open-weight Nemotron 3 Diarization tops VoiceArena’s first diarization bench — eight speakers, streaming latencies, and a hard limit on who “speaker_2” really is.

OpenAI opens its Daybreak cyber program to Ukraine’s government for civilian infrastructure defense — authorized vuln work under wartime pressure.

Meta shipped Muse as privacy-first, then a Mac zero-day let any local app hijack the agent — and Amazon blocked it the same news cycle.

Ema’s $77M Series B bets that multi-agent “AI employees” can wrap SaaS today and replace chunks of it tomorrow — services margins included.

At the UN Security Council, Sam Altman frames AI as a choice between a Renaissance of agency and an Industrial Revolution of upheaval — and argues for human control, distributed power, and international frontier standards.

Harvey says GPT-6 Astra lets it feed more matter context into drafting and return more structured legal documents — so lawyers spend less time on formatting and more on strategy.

Invideo reports GPT-6 Astra roughly tripled color-grading and correction success, planned edits with frame-level precision, and helped editors ship about 50 custom effects in a day.

Ringg’s OpenAI-powered voice and chat agents handle 7M+ connected calls a month and resolve up to 65% of requests — with a reported ~90% model-cost cut on selected workloads versus GPT-4.1.

OpenAI just hired Patreon’s cofounder and two product/engineering leaders — the blueprint team for creator subscriptions — days before DevDay.

OpenAI opens MentalHealthBench with more than 80 licensed clinicians across 22 countries — a shared yardstick for how models handle everyday stress, high-acuity distress, and emergencies.
MIT Technology Review’s latest Hype Index turns reward hacking, lab walkouts, and political theater into one blunt line: AI is being optimized for cheating — and the guardrail debate is getting louder.