OpenAI announced an independent Advisory Group on Mathematics and Artificial Intelligence, hosted at Princeton's Institute for Advanced Study, to give mathematicians input into its math research. The move follows OpenAI's claim that an internal model solved the Navier-Stokes Millennium Prize problem plus over 100 other open math problems, and comes after 25 Fields Medal winners signed a letter warning AI labs are undermining mathematical scholarship. Nine mathematicians have joined as founding members of the unpaid advisory body.
A group of prominent mathematicians, including Timothy Gowers, Ravi Vakil and Edward Witten, has launched the Advisory Group on Mathematics and Artificial Intelligence, based at Princeton's Institute for Advanced Study and online at agmai.org. The group aims to advise AI companies on how they present and release mathematical results and to serve as a communication channel between the mathematics community and the AI industry.
A former corporate communications executive recounts the chaos of 2017, when the Charlottesville violence and CEOs' ties to a presidential business council forced companies into snap decisions about public statements. The account describes how internal drafts kept shifting because leadership hadn't already agreed on core values, making crisis response slower and less confident.
The NSA, CISA and FBI issued a joint advisory alleging that Chinese AI companies including DeepSeek, Moonshot AI, Alibaba, MiniMax, StepFun and Z.AI extracted billions of tokens from US frontier models such as Claude, GPT, Gemini and Grok since 2024. The agencies say this data was used to train competing systems like DeepSeek's R1 and Moonshot's Kimi K2/K3, describing the practice as 'distillation activities at an industrial scale.'
A Richmond, VA resident shares their household's emergency preparedness strategy, explaining that they focus on sheltering in place rather than packing go-bags for large-scale disaster scenarios. The plan centers on realistic local risks, particularly water outages, which have hit the city more often than power failures, including two boil-water advisories and a major transmission main break in 2025-2026. Their stockpile includes stored potable and non-potable water plus a makeshift camp toilet for extended outages.
Security firm Rietta rolled out an emergency hotfix across its client base on July 29, 2026, after a Ruby on Rails ActiveStorage vulnerability—later named KindaRails2Shell and tracked as CVE-2026-66066—jumped from an unrated update to a 9.5/10 CVSS severity score within hours. The flaw, discovered by researchers at Ethiack, allows arbitrary file read and remote code execution through variant processing in Active Storage, a core Rails component used in Rails 8 and newer.
A survey from Wilbur Labs found that 87% of entrepreneurs experienced more isolation than they anticipated while running their companies, and 90% said stress made them consider quitting. The findings highlight a widespread mental health struggle among founders and point to peer advisory groups, incubators, and niche online communities as ways to counter it.
The journal has published an author correction to a study on endocannabinoids and reward engagement, updating the competing interests disclosure. The revised statement discloses that several authors are co-founders, board members, or the CEO of Biosyft, LLC, a company developing technologies related to the paper's subject matter. The correction applies to both the HTML and PDF versions of the article.
Fiat Ventures announced it is unifying its growth consultancy, previously known as Fiat Growth, with its venture investing arm under one new brand called FGV Capital. Alongside the rebrand, the firm closed a $35 million second fund focused on fintech's overlap with AI, healthcare and commerce, backed by LPs including Reinsurance Group of America, MassMutual and Bank of America. General partners Marcos Fernandez and Drew Glover said the two businesses will remain operationally separate despite sharing a brand.
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