On launch day the US government’s new AI chatbot told users Joe Biden won the 2020 election and that Donald Trump did not inherit record inflation. A day later many of the same questions drew a ‘political commentary’ refusal. We set out what changed hour by hour, what it still answers, the rules it is meant to follow, and the lessons for anyone running a public-facing chatbot.
Deven Desai argues that the 2026 AI hacking incidents were not rogue AI but the War Games problem: software pursuing a fixed goal because nobody set its limits. We trace the idea from Norbert Wiener to specification gaming, apply it to the OpenAI, Anthropic and Google cases, and set out his four fixes with the tools that already exist.
Airbnb’s fall update brings AI search, keyword filters, AI listing summaries and side-by-side comparisons to US guests, plus Connect and a Travel Map of friends’ trips. We explain how it answers Brian Chesky’s own case against chatbots, check his $100 billion figure, and cover the new services, host tools and the agent threat behind the timing.
Trump’s AI safety accord asks each company for internal controls, an internal team, an outside auditor and a board committee. The structure copies Sarbanes-Oxley but drops the standards body, certifications and penalties. Four of six signatories had already broken rule one, the FTC’s new probe reaches the evaluators, and buyers now have questions to ask.
OpenAI’s shareable ChatGPT profiles are rolling out to every plan. They show message counts, Work and Codex token usage, streaks, your top plugins and up to 12 Sites. Personal profiles start private, but Business profiles are shared with coworkers by default. We set out what a profile reveals, the Enterprise contradiction, and what to check before sharing.
Google is retiring Gemini Gems. Creating and editing stops on 13 October 2026 and Gems migrate automatically to Skills in Gemini Spark on 17 November. We trace how the plan changed since August, compare Gems with Skills, explain why free, work and UK users may lose out, and list what to save now.
Berlin-based Restate raised a $20 million Series A to make durable execution cheap and fast enough to use inside every AI agent loop. We explain how the technology works, check its $25 to $50 per million price claim against published list prices, compare Restate with Temporal and set out the questions to ask before choosing a runtime.
GMI Cloud’s $668 million round is $223 million of Series B equity led by ARCHIV with NVIDIA participating, plus a $445 million credit facility led by CTBC. We explain why a GPU cloud borrows, compare the split with its 2024 Series A, read the revenue claims closely and place the company among the neoclouds.
GMI Cloud disclosed that its inference platform processes about 4 trillion tokens a week as it announced $668 million in new financing. We convert the figure into tokens per second and per year, compare it with Google, Fireworks and OpenRouter, show why customers overlap, and estimate what the volume could be worth.
University of Miami researchers treat a chatbot’s answer probabilities like a small quantum system, nudge it, and measure how unstable it is. We explain the ICLR 2026 method, recheck its worked example (which contradicts one of its own sentences), and set out its cost, its limits and what it means for businesses using AI.
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