Elon Musk says Grok 4.8 is a 2.5-trillion-parameter model trained with xAI’s new C++ software stack and will start reinforcement learning this week. We check the claim against every parameter count and stack post Musk has made, the delayed Grok 4.7, Grok 4.6’s published benchmarks, and what a 2.5T model means for memory, speed and price.
Leaked screenshots show a Money tab and a bank-linking onboarding screen in the Claude iOS app. We set out what the Claude Money leak confirms, what it does not, how it compares with ChatGPT Finances and Perplexity, the connectors that already bring finance data into Claude, and the privacy and US-only launch questions Anthropic still has to answer.
Microsoft AI has published a draft Humanist AI Code of Conduct for its MAI models and opened six weeks of public consultation. We read all 15,080 words: the Absolute Constraints, the Human Control Requirements, the “not conscious” stance that sets it apart from Anthropic’s constitution, the quotes the coverage got wrong, and what it means for businesses deploying Microsoft’s models.
Stanford GSB researchers William Overman and Mohsen Bayati have published two frameworks for keeping humans in control of AI agents: the Oversight Game, which teaches an agent when to ask and a human when to step in, and Calibrated Collective Oversight, which lets weaker overseers hold a stronger model to a target rate of unsafe actions. We read both papers, set their numbers against the press summary, and turn them into a deployment blueprint.
Barack Obama told Democrats at a private fundraiser on 10 September 2026 that they need a “very clear plan” on AI. We count what his 379 released words actually say, map the five issues a plan for AI safeguards would have to cover, and set it against the congressional calendar, Speaker Mike Johnson’s reply, Trump’s March framework and what voters tell pollsters.
AIxploria listed MAI-Transcribe-2 at 04:12 UTC on 14 September 2026 with a 4.4 rating from five votes, a Free tag and a badge reading “#25 in Transcriber”. We tested the badge against the directory’s own category pages, checked 30 items on the card against Microsoft’s launch post, model page, Azure documentation and the Artificial Analysis leaderboard, and measured where the card appears. Sixteen items match, but the #25 slot belongs to Whisper Large V3 Turbo, the Free tag contradicts the card’s own FAQ, and the review gets the diarization defaults and file limit wrong while leaving out a 15-minute ceiling.
AIxploria listed Google Pics at 04:32 UTC on 14 September 2026 with a 4.5 rating from four votes, a Paid tag and a badge reading “#91 in Image editing”. We tested that badge against the directory’s own category pages, checked 23 items on the card against six Google pages, and measured where the card appears across the site. The AIxploria review describes the product accurately, but it overstates Drive and co-editing, cites a figure Google does not publish, keeps a Beta Access link and a Future Tools tag, and leaves out the admin facts a Workspace customer needs.
AI coding assistants now write a large share of committed code, and the incidents are real: a production database deleted in nine seconds, prompt injection that switched off approvals, and hallucinated packages waiting to be registered. This guide sets out the permissions, sandboxes, secrets handling, dependency checks, review gates and phased rollout that make AI coding safe in large software projects.
Clients now review software with AI assistants before they sign it off. A SCAND case study published on 10 September 2026 put acceptance at about 14% of project effort across five review rounds. We explain what changed, how to price project acceptance, what evidence to hand over and how to write review limits into the contract.
Anthropic has chosen Nasdaq for its IPO, Business Insider and Bloomberg reported on 13 September 2026. The Nasdaq listing matters mainly because it opens the Nasdaq-100’s Fast Entry route, which took SpaceX into the index within weeks. We explain the rule, the opening auction, the Facebook precedent and what the venue does not change.
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