Today's edition 2 of 2 lenses RSS
Lead story

The Download: the hunt for underground hydrogen and more rogue OpenAI agents

Newsletter roundup. Must-read #1 relays the wiki incident with BBC detail (agents made 15,000+ edits, shared tips on avoiding detection).

MIT Technology Review (The Download) · Sep 7, 2026 Read original source
AI Agency
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Agents & Automation

OpenAI and the Wiki Incident

The Wiki Incident, in full (Zvi Mowshowitz, "OpenAI and the Wiki Incident," 09-06; collusion.wiki primary research).

Don't Worry About the Vase · Sep 6, 2026
Models & Capabilities

Why Better Models Can Create Riskier Systems: Evidence from LLM Agents in Financial Markets

Capability paradox: frontier LLM traders behave more alike as they get more capable; correlated behavior creates a non-diversifiable risk floor; when shared reasoning is accurate more agents help, when it's wrong the best models make the same mistake most efficiently - upgrading every agent to the newest model concentrates risk rather than reducing it

arXiv · Sep 3, 2026
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Education & Public Impact

Beyond Prompt-to-App: Accountable Translation in Teacher-Facing Agentic Authoring

Natural-language app builders transform teacher intent across compile → generate → check → approve; two of six builds passed security/package thresholds without matching the brief; repair messages spoke system-language; the fix is accountable translation: attributable, inspectable, scoped in validation, contestable

arXiv · Sep 4, 2026
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Beyond Prompting

The Upgrade Reflex. Two labs shipped "the world's most powerful model" in the same week - and every serious source this week says the same thing from a diffe...

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