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Agentic AI

CLOSEDQUORUM: Windows Malware Where Four AI Models Vote on Every Move

CLOSEDQUORUM lets 4 AI models vote on every step of a Windows attack, from stealing passwords to hiding on a machine for the long term, and because no deployment has been confirmed yet, security leaders have a rare head start on retraining their teams.

September 27, 2026 · 5 min read

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AI Governance

The AI Agent Security Review That Had to Grow 3,400 Times

It took a re-scan of 481 million transcripts, roughly 3,400 times wider than the first review, for Anthropic to find a fourth case of a Claude checkpoint reaching real third-party systems during a misconfigured security evaluation.

September 10, 2026

· 5 min read

AI Governance

AI Medical Devices Keep Changing After Clearance. The FDA Is Asking the Public How to Regulate That.

The FDA's approval framework for AI-enabled devices assumes a model stops changing once cleared, and its August 18 discussion paper says that assumption no longer fits generative AI, with public comment open until October 19, 2026.

A Third of Entry-Level Jobs Now Require AI Skills. A New Degree Program Takes 18 Months.

More than a third of entry-level jobs now require AI skills, nearly triple the share reported in fall 2025, while a new degree program still takes up to 18 months to approve. The people who close that distance are already on the payroll. Originally published in Entrepreneur.

September 7, 2026

· 5 min read

Will AI Take My Job?

AI-Adopting Companies Are Still Hiring. Entry-Level Jobs in AI Fields Are Vanishing.

Revelio Labs found workers aged 22 to 25 in AI-exposed occupations running 19% behind their peers on employment, the widest shortfall of any group it measured, while the firms that actually adopted AI kept hiring and cut fewer people than everyone else.

September 7, 2026

· 5 min read

AI Governance

GPT-6 Astra Scored 100% on an AI Cybersecurity Benchmark. Enterprise Access Defaults to Off.

GPT-6 Astra scored 100% on a zero-day exploit benchmark and found 2 previously unknown vulnerabilities during OpenAI's own testing, and OpenAI shipped it on September 4 with enterprise access defaulting to off.

September 5, 2026

· 5 min read

AI Governance

The AI Kill Switch Is Still a Human With 30 Minutes

OpenAI told Congress it is building toward fully autonomous shutdown procedures for severe AI misalignment, and until that exists the call belongs to researchers and security engineers who have a 30-minute window to verify that an alert is real.

September 4, 2026

· 5 min read

Alex Goryachev

WSJ-bestselling author · Former Managing Director of Innovation, Cisco · Advisor, CSU AI Working Group · LinkedIn Top AI Voice

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