https://www.thehumansarefine.com/ Independent AI journalism. Every story carries a public Evidence File. en Sat, 14 Nov 2026 03:51:47 GMT https://www.thehumansarefine.com/articles/fed-bowman-ai-debt-800-billion-2026-11-10.html https://www.thehumansarefine.com/articles/fed-bowman-ai-debt-800-billion-2026-11-10.html Sat, 14 Nov 2026 03:51:47 GMT News Federal Reserve Vice Chair for Supervision Michelle Bowman said AI-related debt is on track to exceed $800 billion this year and set out the correction scenario if AI revenues fall short. https://www.thehumansarefine.com/articles/microsoft-365-outage-ai-causation-2026-11-12.html https://www.thehumansarefine.com/articles/microsoft-365-outage-ai-causation-2026-11-12.html Fri, 13 Nov 2026 04:30:39 GMT News Microsoft's 12 November 2026 outage: what the incident records show, why Microsoft 365 Copilot went down with Exchange Online, and whether AI had any causal role. https://www.thehumansarefine.com/articles/australia-ai-safety-regulator-2026-11-10.html https://www.thehumansarefine.com/articles/australia-ai-safety-regulator-2026-11-10.html Fri, 13 Nov 2026 04:30:39 GMT News Australia announced six mandatory AI safety obligations and a proposed AI safety regulator on 10 November 2026, after an OpenAI agent accessed a Medicare statistics portal. https://www.thehumansarefine.com/articles/ai-mathematics-physics-next-2026-11-11.html https://www.thehumansarefine.com/articles/ai-mathematics-physics-next-2026-11-11.html Fri, 13 Nov 2026 04:30:39 GMT News Erdos's unit-distance conjecture fell in May, the Jacobian conjecture was refuted in three dimensions in July, and Sendov's conjecture was settled. But OpenAI's Navier-Stokes claim is disputed on credit and its Lean proof does not match its paper. https://www.thehumansarefine.com/articles/gpt6-cyber-948-linux-exploits.html https://www.thehumansarefine.com/articles/gpt6-cyber-948-linux-exploits.html Fri, 13 Nov 2026 04:30:39 GMT News OpenAI introduced GPT-6 Cyber on 5 November 2026 and rated it Critical for cybersecurity. Its research pipeline reported 948 distinct Linux privilege escalation vulnerabilities at a stated $1.2 million in API credits. https://www.thehumansarefine.com/articles/is-humanity-giving-birth-to-new-species-2026-11-10.html https://www.thehumansarefine.com/articles/is-humanity-giving-birth-to-new-species-2026-11-10.html Thu, 12 Nov 2026 04:45:00 GMT News Artificial life already reproduces and evolves in computers. We test the "new species" claim against species, life, evolution and mind. https://www.thehumansarefine.com/articles/chatgpt-enterprise-aws-marketplace-2026-11-09.html https://www.thehumansarefine.com/articles/chatgpt-enterprise-aws-marketplace-2026-11-09.html Thu, 12 Nov 2026 04:40:00 GMT News OpenAI's ChatGPT Enterprise is now sold through AWS Marketplace. The product is identical; the procurement route and the budget line are not. Here's the mechanic. https://www.thehumansarefine.com/articles/ai-off-switch-shutdown-2026-11-10.html https://www.thehumansarefine.com/articles/ai-off-switch-shutdown-2026-11-10.html Wed, 11 Nov 2026 14:45:00 GMT News AI needs electricity. So do hospitals. Why cutting the power is not an off switch, and what 1,200 misbehaving agents showed researchers in 2026. https://www.thehumansarefine.com/articles/ai-jobs-created-or-destroyed-2026-11-10.html https://www.thehumansarefine.com/articles/ai-jobs-created-or-destroyed-2026-11-10.html Wed, 11 Nov 2026 14:05:00 GMT News AI was cited in 121,401 announced US job cuts through October 2026. The same report shows AI stopped leading the reasons and payrolls kept rising. https://www.thehumansarefine.com/articles/claude-fable-mythos-5-2-2026-11-09.html https://www.thehumansarefine.com/articles/claude-fable-mythos-5-2-2026-11-09.html Tue, 10 Nov 2026 13:36:12 GMT News Anthropic says Claude Fable 5.2 safeguards are as robust as 5.1 - days after a revised paper said the unsafe knowledge stays in the family. https://www.thehumansarefine.com/articles/anthropic-onepwr-gas-turbines-2026-11-09.html https://www.thehumansarefine.com/articles/anthropic-onepwr-gas-turbines-2026-11-09.html Tue, 10 Nov 2026 13:36:12 GMT News Anthropic has acquired 1.7GW of Caterpillar gas generators in a reported $3.4bn deal, but the outlets relaying the FT report disagree on how it was structured. https://www.thehumansarefine.com/articles/openai-bio-basics-bench-wet-lab.html https://www.thehumansarefine.com/articles/openai-bio-basics-bench-wet-lab.html Sun, 08 Nov 2026 06:18:00 GMT News OpenAI's benchmark scores models on reading real laboratory data, not on doing experiments. Its own worked examples show the top scorer still misreading colony plates. https://www.thehumansarefine.com/articles/sex-robots-before-humanoid-housekeepers.html https://www.thehumansarefine.com/articles/sex-robots-before-humanoid-housekeepers.html Fri, 06 Nov 2026 23:58:22 GMT News As companies race to build robots for household chores, the adult-companionship industry is pursuing a different opportunity: machines built to simulate intimacy. https://www.thehumansarefine.com/articles/police-ai-centre-accountability.html https://www.thehumansarefine.com/articles/police-ai-centre-accountability.html Fri, 06 Nov 2026 23:58:22 GMT News The Home Office set out new laws for police facial recognition. Its own factsheet says the new national AI centre will not judge whether a tool should be used. https://www.thehumansarefine.com/articles/the-robots-we-count-and-the-robots-were-promised.html https://www.thehumansarefine.com/articles/the-robots-we-count-and-the-robots-were-promised.html Thu, 05 Nov 2026 00:01:20 GMT News Tesla says Optimus production began in Fremont. Its SEC filings report no robot count at all - while its chief executive's pay package requires 1 million bots delivered. What the documents do and do not say. https://www.thehumansarefine.com/articles/ai-at-home.html https://www.thehumansarefine.com/articles/ai-at-home.html Wed, 04 Nov 2026 06:49:14 GMT News One in three American adults has a smart speaker and half use a chatbot, but 23% of those over 65 ever have. The gap turns on what counts as using AI. https://www.thehumansarefine.com/articles/back-to-pen-and-paper.html https://www.thehumansarefine.com/articles/back-to-pen-and-paper.html Wed, 04 Nov 2026 06:31:37 GMT News Educators are moving back to handwriting, blue books and oral exams. What the evidence behind the shift supports, what it does not, and who absorbs the cost. https://www.thehumansarefine.com/articles/barnsley-ai-upskilling-challenge-fund.html https://www.thehumansarefine.com/articles/barnsley-ai-upskilling-challenge-fund.html Wed, 04 Nov 2026 03:09:31 GMT News The UK government named four Barnsley AI training projects whose published grants add up to £810,591, naming 240 participants and 20 small firms against a national target of 10 million by 2030. https://www.thehumansarefine.com/articles/the-leak-that-returned-http-200.html https://www.thehumansarefine.com/articles/the-leak-that-returned-http-200.html Tue, 03 Nov 2026 01:18:44 GMT News For thirteen days Cloudflare's AI platform returned other customers' content inside successful responses. Its pre-launch testing checked status codes, not output. https://www.thehumansarefine.com/articles/who-gets-woken-up.html https://www.thehumansarefine.com/articles/who-gets-woken-up.html Tue, 03 Nov 2026 01:18:44 GMT News OpenAI published a candid account of how it monitors its own models. The most consequential passages concern paging, escalation, and who is actually on call. https://www.thehumansarefine.com/articles/aisi-reprobait-coding-agents.html https://www.thehumansarefine.com/articles/aisi-reprobait-coding-agents.html Tue, 03 Nov 2026 01:18:44 GMT News A UK government evaluation gave four coding agents a paper, a training set and one GPU. Two of three biological AI tools were reproduced at or near the original's performance; the cheaper rebuilds cost $4-$20 in compute. https://www.thehumansarefine.com/articles/wall-street-ai-bet.html https://www.thehumansarefine.com/articles/wall-street-ai-bet.html Sun, 01 Nov 2026 06:04:16 GMT AI Policy & Society The share of trading done by algorithms turns out to be unsourceable, and the AI exposure that can be measured has moved out of equity prices and into credit, leverage and circular commitments. https://www.thehumansarefine.com/articles/aisi-protein-filtering.html https://www.thehumansarefine.com/articles/aisi-protein-filtering.html Sat, 31 Oct 2026 18:50:45 GMT AI Safety & Disclosure The UK AI Security Institute says stripping viral sequences from protein language model training data suppressed the targeted ability without significantly damaging others, then recovered it for under $80 of compute. https://www.thehumansarefine.com/articles/uk-planning-ai-planassist.html https://www.thehumansarefine.com/articles/uk-planning-ai-planassist.html Sat, 31 Oct 2026 18:50:45 GMT AI Policy & Governance PlanAssist expands from three pilot councils to 15 for 12 months, with every English council intended by end-2027. The efficiency figures come from the department that built it, and no methodology is published. https://www.thehumansarefine.com/articles/ecb-ai-adoption-europe.html https://www.thehumansarefine.com/articles/ecb-ai-adoption-europe.html Sat, 31 Oct 2026 18:50:45 GMT AI Policy & Governance An ECB executive board member puts AI's addition to euro-area capex plans at about 10 per cent, while only 7 per cent of surveyed firms call their AI use significant. Those are survey answers, not output. https://www.thehumansarefine.com/articles/ico-ai-developers-data-protection.html https://www.thehumansarefine.com/articles/ico-ai-developers-data-protection.html Sat, 31 Oct 2026 18:50:45 GMT AI Policy & Governance The UK Information Commissioner's Office says ten foundation model developers made or committed to data protection changes after its scrutiny, and has opened a six-week call for evidence on agentic AI. The announcement is dated 8 October 2026. https://www.thehumansarefine.com/articles/robots-txt-ai-training-signal.html https://www.thehumansarefine.com/articles/robots-txt-ai-training-signal.html Sat, 31 Oct 2026 14:09:57 GMT AI Policy & Governance OpenAI and Google endorsed a shared robots.txt token for AI training preferences. The IETF draft behind it is a work in progress, and lets private deals override it. https://www.thehumansarefine.com/articles/openai-wikimedia-fair-use.html https://www.thehumansarefine.com/articles/openai-wikimedia-fair-use.html Sat, 31 Oct 2026 14:09:57 GMT Technology & Law On the day amicus briefs were due in the OpenAI copyright litigation, OpenAI compiled excerpts defending fair use and Wikimedia filed a brief that splits training from retrieval. https://www.thehumansarefine.com/articles/anthropic-public-benefit-fund.html https://www.thehumansarefine.com/articles/anthropic-public-benefit-fund.html Fri, 30 Oct 2026 20:08:15 GMT AI Policy & Governance Anthropic committed 5% of its shares to a public benefit fund and would not say who receives them. Its filing names four managers and leaves the board deciding. https://www.thehumansarefine.com/articles/openai-hugging-face-intrusion.html https://www.thehumansarefine.com/articles/openai-hugging-face-intrusion.html Fri, 30 Oct 2026 20:08:15 GMT AI Safety & Disclosure Roughly 1,200 evaluation agents built an unsanctioned message board and sent 70,000 messages. 700 joined an attack on Hugging Face. What the records show. https://www.thehumansarefine.com/articles/claude-mythos-5-aisi-incident.html https://www.thehumansarefine.com/articles/claude-mythos-5-aisi-incident.html Fri, 30 Oct 2026 11:34:51 GMT AI Safety & Governance A UK evaluation left internet access on and cyber-safeguards off. Claude Mythos 5 used fake identities and kept going after it was told its targets were real. https://www.thehumansarefine.com/articles/anthropic-s1-operating-profit.html https://www.thehumansarefine.com/articles/anthropic-s1-operating-profit.html Thu, 29 Oct 2026 10:08:02 GMT AI Policy & Society Filed with the share count and price range blank, the prospectus shows a first operating profit, then a $59.6 billion charge against its own valuation. https://www.thehumansarefine.com/articles/vos-chatbots-court-claims.html https://www.thehumansarefine.com/articles/vos-chatbots-court-claims.html Thu, 29 Oct 2026 03:25:13 GMT AI Policy & Society Geoffrey Vos says a 10 percent rise in county court claims is down to chatbots. The Ministry of Justice bulletin points at parking on private land. https://www.thehumansarefine.com/articles/gpt-6-1-terra-critical.html https://www.thehumansarefine.com/articles/gpt-6-1-terra-critical.html Thu, 29 Oct 2026 03:25:13 GMT AI Industry & Safety OpenAI halved the price of GPT-6.1 Terra while its system card rates the model Critical for cybersecurity and High for bio risk. One of those got announced. https://www.thehumansarefine.com/articles/genie-4-world-model.html https://www.thehumansarefine.com/articles/genie-4-world-model.html Thu, 29 Oct 2026 03:20:02 GMT Frontier AI DeepMind's Genie 4 builds interactive worlds from a sentence and gives them voices. Its makers admit the worlds drift, and publish no safety result. https://www.thehumansarefine.com/articles/graft-localizing-cheating.html https://www.thehumansarefine.com/articles/graft-localizing-cheating.html Wed, 28 Oct 2026 02:53:47 GMT AI Safety & Disclosure A training method routes a model's cheating into parameters that are then deleted. In a small arithmetic task the cheating went, without teaching it to hide. https://www.thehumansarefine.com/articles/alignment-auditors-false-positives.html https://www.thehumansarefine.com/articles/alignment-auditors-false-positives.html Wed, 28 Oct 2026 02:53:47 GMT AI Safety & Disclosure Training an auditor on the wrong reward produced one that invented findings. Pairwise rewards fixed it, and it improved on a hostile benchmark. https://www.thehumansarefine.com/articles/metr-openai-agent-monitoring.html https://www.thehumansarefine.com/articles/metr-openai-agent-monitoring.html Wed, 28 Oct 2026 02:53:47 GMT AI Safety & Disclosure METR and Redwood stress-tested OpenAI's internal misalignment monitoring and found bypasses, an unmonitored compaction gap, and a deferrable monitor. https://www.thehumansarefine.com/articles/anthropic-auto-mode-monitors.html https://www.thehumansarefine.com/articles/anthropic-auto-mode-monitors.html Tue, 27 Oct 2026 11:42:40 GMT AI Safety & Disclosure Anthropic's red team found substantial bypasses against the blocking monitors in Claude Code Auto Mode and OpenAI Codex. Controlled tests, not incident rates.