Software and audit services that verify AI skills, test AI systems, and protect AI companies from insider leaks.
AI Trust & Security Stack: Credentials, Benchmarks, and Insider Protections
An FBI arrest of an OpenAI employee accused of planting a hidden recorder, a safety staffer’s resignation citing broken culture, Wired’s story on people faking AI skills, research showing models can hide capabilities, new benchmarks like AlphaNIST and Muse Wonder, OpenAI’s safety-case guidance, and certification progress at DTC and Harvard BKC make independent verification and insider protection urgent.
Projected Score
as a side gig ☆☆☆☆☆ (0/5)
no money or audience ★☆☆☆☆ (1/5)
with both ★★★☆☆ (3/5)
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The news behind it
- Oct 14, 2026 Wired: Men Can’t Stop Faking How Much They Know About AI
- Oct 14, 2026 Wired: Wikipedians Believed AI Would Come and Go. They Were Wrong
- Oct 14, 2026 TechCrunch: FBI arrests OpenAI employee accused of planting hidden recording device in conference room
- Oct 14, 2026 Hacker News (Algolia): AlphaNIST
- Oct 13, 2026 Hacker News (Algolia): AI models can provably hide arbitrary capabilities
- Oct 13, 2026 Hacker News (Algolia): Muse Wonder
- Oct 13, 2026 Nature: Decentralized AI needs more evidence on energy use
- Oct 4, 2026 TechCrunch: OpenAI safety employee resigns, claiming the company’s ‘culture is broken’
- Oct 4, 2026 Hacker News (Algolia): Religious scholars met with Anthropic
- Oct 4, 2026 Forbes (contributor net): AI Makers Make Pinky-Promise Pledge Over AI Safety, But Will It Truly Save Us From Human Extinction?
- Sep 29, 2026 OpenAI blog: Towards safety cases for frontier AI training
- Sep 29, 2026 Forbes (contributor net): Independent Certification For AI Trustworthiness Makes Important Headway At DTC And Harvard BKC Work
