Ten days after Executive Order 14434 told the federal government to say Super Intelligence, the old phrase is everywhere. We set out what the order requires, who adopted SI, and what a Federal Register search shows: two presidential uses of the new term and eleven agency uses of the old one. We cover the legal limits, the superintelligence collision, the polling, and what businesses should do.
A Nature study from LMU Munich, Ai2, Cambridge, the University of Washington and Imperial College London converts existing language models to read raw bytes instead of word fragments, at under 1% of a typical training budget. We explain why AI models struggle to spell backward, test a real tokenizer, chart the character-level gains against a control model, and set out what the byteified models give up in maths, coding and speed, plus what it means for businesses.
The Verge’s hands-on review finds Instinct, the text-message AI agent valued at $10 billion, holds its own against Meta’s Muse and OpenAI’s Dots on everyday tasks. We score the review’s tests, compare the three agents on interface, reach and price, examine the Instinct Selections backlash and Instinct’s unchanged legal pages, and set out four ways the contest could end, plus what businesses should do as customers start sending agents instead of people.
Google is building an Ultra mode into AI Studio Build, described as “Build with advanced skills and tools”. TestingCatalog spotted it on 9 October beside Plan mode and Security review, and its early tests on Gemini 3.8 Flash produced more complete apps. We set out what Build mode already does, how AI Studio quotas and Google AI plans are priced, the possible link to Gemini 4 Argon, why it is not OpenAI’s Ultrafast, and what businesses should check before using it.
AWS, Cloudflare and OpenAI have joined TypeSafe in shipping decision models, small models that make the bounded choices inside AI agents while a larger model does the reasoning. InfoWorld’s sources warn the new layer brings stack sprawl, confidence scores that do not transfer between vendors, and decision schemas that encode business policy. We compare Jev, Clef, Strands Decider 2B, GLiNER2.5-Decide and the Decisions API on price and latency, then set out the calibration, governance and cost-per-decision work that decides whether the savings hold.
Zankore, the 1 GW AI factory planned by Indosat Ooredoo Hutchison, Ooredoo, Nvidia and Nokia in Batang, Central Java, could evaporate 4.8 to 9.1 million litres of water a day in its first 200 MW phase, according to two Indonesian academics. We check that estimate against Nvidia and AWS benchmarks, explain why the undisclosed cooling choice decides the water bill, and set out the drought, subsidence, ownership and disclosure questions the project still has to answer.
A Skoltech study combining an LSTM model, SHAP explanations and the NSGA-III algorithm projects that better weight on bit, rotary speed and flow rate settings could raise the rate of penetration by up to 68.4% in one of three carbonate wells. We explain how the AI drilling optimization works, the results well by well, why a 68% faster speed means about 40% less drilling time, the study’s limits, and what its design offers industry beyond oil.
Tomek Korbak, Jasmine Wang and Mikita Balesni, the three safety researchers OpenAI fired in late September 2026, have published an open letter denying the company’s account and warning that their dismissals are making former colleagues afraid to speak. We set out what the letter says, each researcher’s own account, OpenAI’s 9 October reply, how the three demands compare with OpenAI’s answers, and what UK businesses can learn about outside auditors, mailbox access and written reasons for dismissal.
Anthropic has added a ban on “sustained and needless abusive or cruel behavior” toward Claude to its Usage Policy, effective 12 November 2026. We set out the exact wording, how Claude ending abusive chats enforces it, why Anthropic’s welfare research led here, what critics including Mustafa Suleyman and Pope Leo XIV say, every other change in the update, and what UK businesses using Claude should check.
ARTEX AI, an open-source Chinese penetration testing agent that South Korea says was “highly likely” used in breaches at more than seven financial firms, has been made closed-source by its developer, Autumn-27. We explain what the tool is, how investigators and CrowdStrike linked it to the attacks, what the developer said, why pulling the code cannot recall existing copies, what UK law says about dual-use tools, and what UK businesses should do now.
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