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.
Two Stanford-led studies for COLM 2026 test AI benchmarks the way psychologists test exams. Across 56 benchmarks and 53 models, safety tests with the same label often disagreed, capability tests blurred together, and the scoring format mattered more than the topic. We explain the findings and what they mean for choosing a model.
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.
Instagram’s Edits app now has an AI chat assistant that reads a creator’s follows, views, retention, likes, shares and comments, then suggests ideas, hooks, captions, scripts and trending audio. We cover who gets it, what Meta One costs, what the test creators found and why critics worry about platforms coaching everyone to post the same way.
A test build of Sesame’s iOS app shows a hidden Activity tab for background tasks, schedules and skills, plus Gmail, Google Calendar and Google Drive connectors. We set out what the screenshots show, how the skills copy the open Agent Skills format, how Sesame compares with bigger assistants and what to check before connecting a work account.
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