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OpenAI has secured only about $11 billion in commitments against a $30 billion target, and the round is now priced at a $1.25 trillion valuation instead of the $1.4 trillion it sought. Reporting points to a tech selloff and soft quarters from Google, Amazon, and Intel cooling major-investor appetite. The company is reportedly recutting the round to roughly $20 billion, leaning on family offices and high-net-worth individuals, with an IPO floated for early next year.
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Google's Gemini 4 Carbon scored 59 on Artificial Analysis Intelligence Index v5, edging out Claude Opus 5.5 at 58 and taking the top slot in four of nine component tests including HLE-Diamond and AA-Omniscience. It also burns about 29 percent fewer output tokens per task than Opus. The caveat: it's a one-point lead, Anthropic still wins agentic coding, and early access is gated to cyber defenders.
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Epoch AI reports that Z.ai's open-weight GLM 5.3 autonomously identified unshipped security patches, picked vulnerabilities, and assembled full multi-stage exploit chains against all six Firefox releases between September 17 and October 26. One produced a drive-by site capable of exfiltrating files, passwords, and auth cookies with no user interaction. Marginal cost: roughly a thousand dollars per version, fastest run in twelve hours.
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Prime Minister Mark Carney announced a staged equity investment of up to C$1.6 billion in Toronto-based Cohere, part of a C$7 billion round valuing the company near C$35.7 billion. Cohere commits to keeping its Canadian HQ and incorporation and investing at least $1.7 billion in domestic compute by 2030. Carney framed it bluntly as not waiting for the future of AI to be decided by parties Canada doesn't trust.
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CoreWeave, Nebius, and Nscale have effectively been locked out of corporate bond issuance in recent weeks as lenders reprice AI data-center debt. CoreWeave's unsecured notes now yield north of 15 percent against a 9.75 percent coupon, with CDS spreads above 11 percent. Gartner warns more than 80 percent of neocloud providers may not survive independently to 2030, and at least 47 large US data center projects were delayed or withdrawn this year.
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A tampered copy of Anthropic's official Claude Code VS Code extension appeared in Cursor's marketplace on October 29, injecting SSH backdoors and attempting credential harvesting and remote access. It reached roughly 5,000 installs before being pulled within about eleven hours. It's a clean illustration of the agentic coding supply chain as a fresh attack surface.
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Cognizant is standing up a global OpenAI delivery organization of more than 25,000 professionals, starting with Codex-based software development, mainframe-to-cloud migration, and agents in sales and customer service. The firm says over 21,000 associates have earned 40,000-plus OpenAI badges. Notably, it lands days after a comparable Gemini push — the integrators are hedging across labs.
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Microsoft's "Voluntary Exit Offer" extends to roughly 60,000 staff, about 27 percent of its 223,000 headcount, covering teams including AI Experiences, Copilot, Windows + Devices, and Xbox. Data center workers are excluded — the engine of the AI buildout can't be thinned. Packages run up to 39 weeks, with decisions due in early December, against roughly $175 billion in planned AI capex.
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Reddit CEO Steve Huffman says Google's AI Mode has cost the platform over a million search referrals per week, stating flatly that AI Mode "does not drive traffic for anybody." Reddit attributed part of its traffic softness directly to AI search. If a site of Reddit's scale is feeling it, the open web's referral economy is restructuring, not wobbling.
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The Competition and Markets Authority opened a formal investigation on October 30 into whether Meta is abusing dominance via commercial terms letting it crawl publisher and advertiser websites to build its own products, AI features included. Publishers say an explicit AI-training clause was removed after backlash but the replacement wording is still broad enough to cover generative AI. Meta pushed the terms to November 20.
