Google’s November 10 rollout opens Carbon beyond its initial security cohort, with access for paying developers and Ultra subscribers and temporary API pricing of $2 input and $10 output per million tokens.
Anthropic’s Fable 5.2 leads Artificial Analysis’s broad capability index and cuts standard token prices by 20%, while its maximum-effort task cost remains substantially above Carbon’s.
New tools, considered
Meta’s new Muse Ember starts at $0.10 per million input tokens and $0.50 per million output tokens, offering a low-cost candidate for repeated tool calls, extraction and coding subtasks.
Antigravity’s new /swarm preview splits work among named agents and reviewers on a shared board; separate code worktrees are optional, and the team consumes quota faster than one conversation.
Cursor’s Multiplayer Projects beta adds shared plans, task state and cross-agent coordination so a team’s coding agents can work from common context.
Claude Sheets and Whiteboards are entering beta on paid plans, while Claude Data becomes generally available with query-visible analysis; their access controls and capabilities differ.
ChatGPT’s new Business Hub lets eligible businesses claim their profiles, supply product information and see discovery insights, with customer-facing agents offered separately to eligible US businesses.
Alibaba’s Qwen4-Max-Preview is available through Token Plan until the end of November 25 in UTC+8, with multimodal input and a shared reasoning-and-answer budget.
ByteDance’s Seedream 5.5 adds native transparent and translucent image assets and claims better preservation of untouched regions across repeated edits.
Google has released AI-generated, machine-checked proofs for a compiled Signal-library harness—a substantial verification result whose guarantees still depend on the specification and execution model.
Gemini Robotics 2.5 is reaching Google’s partners as NVIDIA presents GR00T 2’s few-demonstration learning; both advances remain task-specific, provider-reported results.
Modern Web Guidance 1.0 supplies coding agents with reviewed web-development skills and browser-compatibility data, plus a limited static scan for modernizing existing code.
From November 11, Google Workspace MCP rejects OAuth clients that are not marked for AI-agent use; ordinary REST-only integrations are unaffected.
OpenAI’s Control Room and Datadog’s observed ARTEX attacks illustrate two distinct controls: revoking access to model output and limiting what cloud credentials can do.
Notion says a Fireworks security incident exposed a subset of Insights chat transcripts affecting fewer than 1% of workspaces; the affected route was disconnected on November 3.
An OpenAI–Upwork study finds roughly 52% larger posted fixed-price budgets for AI-related projects after adjustment, alongside only about 1.5% higher posted hourly rates.
Google announced TPU 8tx for confidential computing and the dual-chip TPU 8i Max for memory-intensive workloads, extending its eighth-generation systems rather than introducing a new chip generation.
Anthropic’s proposed IPO would bring the company roughly $56.1–62.5bn before fees and options, while its amended prospectus reveals a termination right on $34.9bn of contracted Lambda capacity.
Proposed IPO share allocation: 801.351354 million new Anthropic shares and 23.648646 million shares sold by existing holders, totaling 825 million. The bar is proportionate to share counts; 97.1 percent are primary shares. Excludes the underwriter option. This is a proposed offering, not completed financing.
New company shares account for 97.1% of the proposed offering.
Whole: 825 million shares
Proposed offering; excludes the underwriter option. Share counts are rounded in labels, exact in the geometry.
CoreWeave reported $3.661bn in quarterly revenue and $207m in operating profit, against $846m in net interest expense and a $709m net loss.
CoreWeave Q3 2026 GAAP measures in millions of US dollars: operating income plus 207, net interest expense minus 846, and net loss minus 709. Bars share a symmetric negative 1000 to positive 1000 scale. They are not a complete reconciliation or a cash-flow waterfall; taxes and other items are not shown.
Quarterly net interest expense exceeded GAAP operating income.
Selected GAAP measures, not a full reconciliation: taxes and other items also affect net loss. Not a cash-flow chart.
SoftBank’s six-month report records ¥597.248bn in losses from non-refundable advances and contract changes after a subsidiary revised US AI power-equipment procurement.
SoftBank loss from revised US AI power-equipment procurement for the six months ended September 30, 2026: 457.030 billion yen non-refundable advances plus 140.218 billion yen contract modifications and settlements equals 597.248 billion yen. Proportionate parts bar. Conditional future rebates are not subtracted.
Non-refundable advances made up 76.5% of the recognized loss.
Whole: 597.248 ¥ billion
Six months ended September 30, 2026. Components use exact reported amounts; displayed labels round to one decimal. Conditional future rebates are not subtracted.
At the edge of what we know
AlphaGenome 2 adds cell-specific context to DNA prediction and improves variant-effect recall in its authors’ tests; a non-commercial research API is available now.
Valo and Montai are merging their biology and chemistry platforms, while argenx has agreed to buy Unnatural Products for $550 million upfront plus conditional milestones; neither transaction establishes clinical success.
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