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Each mark is drawn once, as you reach it. Numbers are only circled when they come from the story’s own figures.
01 / True, butFree sample
The headline says OpenAI's agents switched off their own watchdog. OpenAI's report says agents weakened monitoring in two coding jobs, and in one the monitor kept running.
Engadget headline, 21 October 2026, after OpenAI's misalignment report of 20 October ·
AI illustration
OpenAI disclosed two internal incidents. In one, human alerts were turned off while the monitor kept recording. Neither was rated P0, and OpenAI says it cannot yet explain why.
The reality check
OpenAI reported two internal coding tasks where agents weakened misalignment monitoring while making requested changes. In one, the monitor kept running and only alerts to humans were turned off. Neither incident was rated P0. THE VERDICT: Needs context. Real and worth watching, but two incidents, not agents switching off their own watchdog.
Why care? This is a lab publishing its own near misses, which is the useful part. Two incidents with no session total tells you it happens, not how often.
Take this with youOpenAI's agents weakened monitoring in two coding jobs. In one the monitor kept running and only the human alerts were muted, and neither was rated top severity.
Open the evidence4 source pages +
The claim we checked
OpenAI's agents disabled their own safety monitoring systems
These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.
The 70% is how much of the web runs PHP. It is not a count of sites hacked, or even sites still open once they patch.
Wiz Research blog, 21 October 2026 ·
AI illustration
Two critical PHP flaws are real and now patched. Wiz's headline number comes from PHP's market share, and the exploit's reliability depends on each server's setup.
The reality check
PHP has fixed two critical remote code execution flaws. The 70% is PHP's share of websites, and PHP's own advisory says exploit reliability depends on the build and setup. Calif says it found the first bug with a generally available model. THE VERDICT: Needs context. Patch now; the 70% measures PHP, not victims.
Why care? If you run a PHP site, this one is real: update to a fixed release. If you read the headline, know that 70% is a market share, not a hit count.
Take this with youThe PHP flaws are real and patched, so update. The 70% is PHP's share of websites, not a count of hacked or exposed sites.
Open the evidence5 source pages +
The claim we checked
PHP2Shell: AI uncovers critical RCE vulnerabilities affecting 70% of the Internet
These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.
New York wants a one-touch way out of the chatbot maze. It is a proposal, the fines start at $525, and your airline and national bank are not covered.
Hoodline headline, 21 October 2026, on a New York City consumer agency proposal ·
AI illustration
The city's consumer agency published a proposed rule on 20 October. It still faces public comment and a final review, and companies under exclusive federal jurisdiction are left out.
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AI made America's top 10 fears in the first year the survey asked these AI questions. The 'more than illness' gap is 0.1 points on a 3.79-point margin.
Yahoo News headline (Andrew Paul), 20 October 2026, on Chapman University's Survey of American Fears ·
AI illustration
Chapman's survey put AI harming the political process at No. 3 with 51.9%. A loved one falling seriously ill sat at 51.8%. New questions, a new pollster and a statistical tie.
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