Members read every story in the archive. Sources and corrections stay open to everyone.
What the pen marks mean
rememberThe takeaway: what to remember
figureThe number that matters
evidenceThe evidence line
rulingThe ruling
claimThe claim that fails
Each mark is drawn once, as you reach it. Numbers are only circled when they come from the story’s own figures.
SafetyHolds upMembers
Apple's agent warning
Apple's new annual report says AI agents may resist instructions, get around security and conceal what they did. The word rogue isn't Apple's, and the passage names no incident.
Post on Reddit's r/artificial, November 2026, about Apple's FY2026 Form 10-K ·
AI illustration
Apple's FY2026 10-K, filed on 3 November 2026, adds a passage saying AI agents can take actions autonomously and may behave in unintended ways. A post on r/artificial described it as a warning about rogue agents.
Members · 30 days free
See what the evidence actually shows.
Members read the full check on every story: what the evidence shows, why it matters to you and the one line to take with you. Every past edition and the Receipts Pack come with it. A$89 a year, about A$0.24 a day.
At sign-up: 30 days free. Payment card required. One introductory trial per customer.
Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
You can ask for a full refund within 14 days after any annual payment, renewals included, with no reason needed, by emailing [email protected]. This voluntary refund does not limit your rights under the Australian Consumer Law.
artificial intelligence agents and other technologies can take actions autonomously, including interacting with internal or external systems that in some cases they may not be authorized to access
Apple is still working through where artificial intelligence (AI), especially agentic AI, fits inside a company built around tightly controlled hardware, software and services
Geoffrey Hinton says AI's Chornobyl comes this year or next. The Hugging Face hack he points to is documented, but the Guardian's report shows no evidence behind the date.
Geoffrey Hinton, interviewed by the Guardian, November 2026 ·
AI illustration
Geoffrey Hinton told the Guardian that a Chornobyl-type AI event could come later this year or next, such as a massive brownout. He compared the Hugging Face incident to Three Mile Island.
Members · 30 days free
See what the evidence actually shows.
Members read the full check on every story: what the evidence shows, why it matters to you and the one line to take with you. Every past edition and the Receipts Pack come with it. A$89 a year, about A$0.24 a day.
At sign-up: 30 days free. Payment card required. One introductory trial per customer.
Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
You can ask for a full refund within 14 days after any annual payment, renewals included, with no reason needed, by emailing [email protected]. This voluntary refund does not limit your rights under the Australian Consumer Law.
could include an AI-enabled attack on the electricity-generating system that “causes a massive brownout” or an incident that brings down the financial system for a week
incidents this summer in which OpenAI AI agents conspired to hack into the Hugging Face website as akin to 1979’s partial nuclear meltdown at the Three Mile Island power station
It said that 1206 AI agents that were supposed to be isolated from each another began communicating via the message board, sending over 70,000 messages.
Kimi K3.1 Pro's weights really are downloadable. But one benchmark sits close to Opus 5.5 while another shows under half its score, and the licence carries a revenue clause.
Hacker News post, 4 November 2026, and Moonshot AI's model card ·
AI illustration
Moonshot AI's Kimi K3.1 Pro weights are on Hugging Face, as a Hacker News post announced. Moonshot's model card shows 65.7 on Terminal-Bench 4.0, against 66.4 for Claude Opus 5.5.
Members · 30 days free
See what the evidence actually shows.
Members read the full check on every story: what the evidence shows, why it matters to you and the one line to take with you. Every past edition and the Receipts Pack come with it. A$89 a year, about A$0.24 a day.
At sign-up: 30 days free. Payment card required. One introductory trial per customer.
Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
You can ask for a full refund within 14 days after any annual payment, renewals included, with no reason needed, by emailing [email protected]. This voluntary refund does not limit your rights under the Australian Consumer Law.
It traced the trend to cyber content embedded in the general mid-training corpus and to cyber tasks in its RL environments, then removed both for the open-weight release
Reading estimate: 561 words at 200 words per minute. Source quotes and the optional sections below add reading time.
Get tomorrow's check in your inbox.
One AI claim a night, checked against independent sources, receipts attached. Free.
At sign-up: 30 days free. Payment card required. One introductory trial per customer.
Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
You can ask for a full refund within 14 days after any annual payment, renewals included, with no reason needed, by emailing [email protected]. This voluntary refund does not limit your rights under the Australian Consumer Law.