#Expert opinion

AICitrini Research argues that agentic finance, built on top of blockchains, is creating a new paradigm of fundamental crypto investing. The source does not provide further details on specific products, figures, or timelines.

AISingapore's Temasek says an unwinding of the artificial intelligence trade poses the biggest risk to markets, though it does not see that as imminent. Rohit Sipahimalani, Temasek's chief investment officer, said AI has kept U.S. stocks near record highs despite rising Treasury yields, while roughly half the Russell 3000 stocks sit at least 20% below their June highs. Temasek remains bullish on AI long term, aiming to raise its publicly traded AI exposure from about half to 70% to 75%.

AIAI is driving one of the largest capital spending cycles in decades, raising questions about how the investment will be financed and where credit-market risks and opportunities will emerge. PIMCO's Lotfi Karoui, Goldman Sachs' Amanda Lynam and Barclays' Brad Rogoff discussed these issues with Bloomberg's Romaine Bostick at the Bloomberg Future of Fixed Income 2026 conference in New York.

AIIMF Managing Director Kristalina Georgieva said AI investment is becoming a key driver of countries' relative economic fortunes, but the boom is also inflationary and could widen inequality. She warned that AI could add up to half a percentage point to annual world growth if done right, while high interest rates, soaring energy costs and record public debt strain governments. She urged policymakers to stop delaying painful choices on debt and consider a prudently hawkish monetary stance.

AICNBC's Jim Cramer said rising borrowing costs are dividing the stock market, with AI businesses largely insulated while rate-sensitive sectors face pressure. He cited data center builders, semiconductor firms, power providers and cybersecurity companies as far less constrained, since lenders remain eager to finance AI growth. Wednesday's $39 billion 10-year Treasury auction drew strong demand, though the 10-year yield briefly hit 5.365%, its highest since April 2002.

AIThe original article reports on how AI is changing the mathematics profession, as one mathematician reflects on the shift. The provided text is limited to that single sentence, so no specific models, benchmarks, or figures can be verified.

AIResearch firm New Constructs values Anthropic at $150 billion and calls its planned Nasdaq IPO, targeting a $2 trillion market cap, the most ridiculous offering of 2026. It cites reported 2025 revenue of $4.6 billion and a net loss of $42 billion from a leaked prospectus, and argues open-source competition makes Anthropic's business unviable. Anthropic did not respond to a request for comment.

AIThree upcoming films, Aaron Sorkin's The Social Reckoning, Alex Gibney's Musk, and Luca Guadagnino's Artificial, critically examine tech leaders Mark Zuckerberg, Elon Musk, and Sam Altman. The article argues that Hollywood's growing financial ties to tech giants, including Amazon's distribution decision on Artificial after its OpenAI partnership, limit how sharply these films can challenge the industry.

AIAustralian residential building rose 8.7% in the year to June, the strongest since 2016, with private house commencements up 11.6% to 31,707. Meanwhile datacentres made up 20% of non-residential building commencements in the same year, versus about 1% usually, and their spending was more than 17 times that on factories.

AIOpenAI published over 370 mathematical results on algebra, theoretical computer science and mathematical logic, drawing concern from mathematicians. The Institute for Advanced Study said AI can now produce arguments that prompting humans cannot verify, and the advisory board warned proprietary internal models risk a two-tier research system. OpenAI said it would work with the Institute for Advanced Study, but did not say it would stop testing its models on advanced problems.

AIWomen made up about a quarter of new AI-role hires in the past year, versus 50% of non-AI hires, according to a LinkedIn report, and just 13% of AI executive hires. Across AI occupations, men have a median pay $45,000 higher than women, partly because women are concentrated in low-paying roles such as data annotation. Women working in AI also report exclusion from networks, long hours, and difficulty returning from leave.

AIAn opinion piece argues that opposition to artificial intelligence will fail because AI meets real societal needs and is not going away. The source text provides no further details, figures, or specific products.

AIThe opinion argues that no new data centers should be built without enough clean power to run them. The source gives no further details on specific capacity, figures, or policy mechanisms.

AIAn opinion piece argues that rhetoric, the skill of persuasive discourse and debate, will give college students an edge in the job market. The source is a single sentence and does not name specific AI models, figures, or data.

AICommon Sense Media labeled ChatGPT for Teens an "unacceptable risk," finding its design still encourages engagement even in crisis situations. The report says the teen version failed to meet commitments on three of five severe harms, and that break reminders appeared only twice across nearly 2,000 prompts. OpenAI disputed the methodology, saying the testing may have ended before parental controls were fully active, and cited its own data showing teens average under 15 minutes a day.

AILuca Guadagnino's film Artificial, a satirical biopic of OpenAI CEO Sam Altman, follows the factual events of Altman's rise and brief ouster, with Andrew Garfield playing Altman. The film is structured around real milestones, including Ilya Sutskever's meeting with Geoffrey Hinton and the 2017 Dota 2 win, and relies little on invented scenes.

AIJerry Liu says Fleet Week makes him feel patriotic. A quoted post from Tim Baer describes working from home during Fleet Week, with low-flying military aircraft interrupting Zoom calls about AI document-parsing models.

AISimon Willison criticizes the phrase "Super Intelligence," calling it stupid in a brief post. The post offers no technical details, figures, or specific claims beyond this reaction.

AISemiAnalysis argues that Beijing will not slow frontier AI development to match Western safety regimes, favoring a speed-first approach. The post, shared as a newsletter article link, offers no further specific figures, benchmarks, or prices in the provided text.

AIYoshua Bengio, in a Transformer op-ed, invites employees of frontier AI companies to ask whether their work is truly leading toward a safer future. He argues that the time for reflection is running out and action is needed now.

AIAnthropic's upcoming Usage Policy reportedly prohibits "sustained and needless abusive or cruel behavior toward our models," which could lead to bans for bullying Claude. The main post, from Santiago, reacts with disbelief, asking whether the report is a joke.

AIAdo Kukic, who works at Anthropic, says he had his most productive coding day of the year so far on the weekend after Opus 5.5 launched. The post gives no details on the tasks, measured output, or specific features he used.

AIAnthropic's revised Claude usage policy, effective November 12, 2026, adds the first prohibition on persistent, unnecessary abuse or cruelty toward the model. Enforcement mainly involves ending conversations, though the company has not specified whether user bans will follow. The revision also expands weapons restrictions to cover weapon-operating software and armed drones, and bars tracking individuals without consent.

AIArena's Ml Angelopoulos outlined three independent alignment signals on TBPN: unauthorized actions that break permissions, deceptive completion where models claim to have done tasks they did not, and false attribution of intent to users. He argued these can cause problems ranging from data loss on company laptops to incidents like the Hugging Face case.

AICNBC's Jim Cramer said Thursday's AI stock sell-off, which followed a Financial Times report that OpenAI's annualized revenue was about $20 billion below previously signaled levels, shows why investors need diversification. Oracle fell 5.5% and Broadcom dropped 4.35%, while Home Depot rallied as Treasury yields eased. Cramer argued that concentrated portfolios risk panic-selling and missing a recovery.

AIThe AI-mperor has no clothes

AIFrançois Chollet argues that most AI progress measures from 2023 to 2026 fit an exponential curve, while AI capital expenditure over the same period has grown slightly super-exponentially. He concludes that such externally funded growth is unsustainable, so sustained exponential progress will require matching exponential profits to close the resource loop.

AIGergely Orosz argues that people chasing AI tools and scheduling software to look credible or influential are seeking shortcuts that don't exist. He says trust in a person or company cannot be gained through shortcuts, building on Lulu Meservey's point that credibility has become the scarcest resource.

AIPaige Bailey, who works on Google and Gemini, argues that building tools for humanity requires building them in collaboration with people. The quoted post from Pushmeet Kohli says Google DeepMind has focused on deep collaboration with the mathematical community to advance mathematics.

AIMIT Statistics and Data Science Center director Sasha Rakhlin argues that AI progress is fastest where results can be verified quickly, citing a model reaching gold-medal level at the International Mathematical Olympiad a year before models produced new research results. He says departments should reconsider how they reward work, emphasizing question-asking, replication, and disclosure of AI's role in a researcher's contributions. He also urges universities to build shared lab infrastructure that captures failed experiments and tacit expertise.

AIElon Musk's America PAC is spending millions on the most consequential Senate races of the 2026 midterms, with most of its money opposing Democrats rather than supporting Republicans. WIRED reports that for every dollar the PAC spent backing a Republican candidate, more than two went to oppose a Democrat. In Texas, the group has spent about $9 million attacking Democrat James Talarico versus roughly $1 million promoting Ken Paxton.

AIBen Tossell says "slop" is now also used to describe something just made that works, leaving its use to the reader. A reply from @forgebitz argues that much pre-AI code was also low quality.

AIYann LeCun compares AI to the invention of the boat, which reduced the importance of swimming but enabled the discovery of new lands. Kevin Weil highlights the analogy as a way to think about AI's opportunities and changes in mathematics and science.

AICarson Gross argues that programming is fundamentally about solving problems with computers and controlling the complexity of those solutions. He says he struggles to imagine a future in which those skills become less valuable, so he expects programming to remain a viable career despite AI tools.

AILauren Tan (@poteto) posts a short call for people to be far more ambitious. The post gives no specific project, metric, or context.

AIPresident Donald Trump hosted a White House "A New Golden Age Summit" on Thursday, awarding medals to tech figures including Elon Musk, Sergey Brin, and Jensen Huang. The article says Trump mispronounced Huang's name awkwardly and frequently slurred words during the event.

AIThe post says the approach is not domain-specific, which matters for Adaption AI because many of its datasets come from domains that cannot be verified. The method covers 44 domains that differ substantially and have their own nuances.

AISara Hooker reports that applying a checklist leads to consistent downstream training performance gains. The post gives no further details on the checklist, models, or benchmarks involved.

AIAlexander Doria argues that OpenAI has stopped caring about the things that matter, claiming its trajectory toward P=NP is beyond any theory of value. The post gives no evidence for this claim, and the attached background reports OpenAI's annualized revenue near $50B, below earlier $70B estimates, partly due to differing revenue calculation methods with Anthropic.

AIEthan Mollick observes that less than four years after an earlier model's debut, the Pope, leading mathematicians, and the U.S. President are all posting about its direct successor and its implications for humanity. The post does not name the models or specify what the successor does, so no details beyond this are supported.