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Sourced AI briefs in publish order — newest first. Citeable originals live on the homepage under From Signal Desk.

AISep 16, 2026OpenAI

How to connect AI usage to business value

OpenAI’s Admin Console now packages usage, task mix, and Codex outcome metrics so buyers can argue ROI—without mistaking credit burn for business impact.

AISep 16, 2026OpenAI

How workers are unlocking new ways of working

OpenAI Economic Research finds recurring “task crossover”: workers keep using ChatGPT for work outside their job titles, based on 1.5M+ work messages from April–July 2026.

AISep 15, 2026MIT Technology Review

Roundtables: Could AI really kill us all?

MIT Technology Review’s roundtable—Firth, Heaven, Huckins—unpacks lab staff warnings about human extinction from advanced AI: origins, credibility, and what to do if the risk is real.