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DeepMind Opens the PARDIG and SatWeave Weather Datasets
Google DeepMind has released PARDIG and SatWeave, the datasets behind WeatherNext 3. PARDIG is an experimental AI dataset, not official forecasts.
Four Nonprofits Sue AI Labs to Freeze Frontier Development
Four nonprofits filed a frontier AI lawsuit in San Francisco Superior Court, asking a judge to freeze further development of more capable systems.
LangChain Raises a $300 Million Series C at a $3 Billion Valuation
LangChain’s Series C is a $300 million raise at a $3 billion valuation, led by CapitalG, taking total funding to $460 million.
Cloudflare Spend Management Beta Can Pause Workers at a Cap
Cloudflare Spend Management is in beta for pay-as-you-go Workers and Durable Objects. App- and agent-level budgets have not been released.
llama.cpp and ggml Reach v1.0.0 With a Stable Public API
llama.cpp and ggml reached v1.0.0 on 13 November 2026, with a semantic-versioning promise that major bumps will mark public API breaks.
OpenAI Daybreak Adds a Red Team and a Defense Factory
OpenAI’s Daybreak pages describe Red Team and Defense Factory. SecurityWeek and The Register date the launch to 12 November 2026; the pages are undated.
Cerebras Reports Record Q3 Revenue and Raises Its 2026 Outlook
Cerebras Q3 results show record $210.8 million GAAP revenue and a raised 2026 core outlook. Its CEO named a Microsoft cloud deal; terms were not disclosed.
World Labs Opens Atlas Access to Everyone, With Apps and APIs
World Labs has opened access to its Atlas world model to everyone, with the Viewfinder and Chisel apps and developer APIs, it said on 12 November.
Self-Hosted Claude Managed Agents Put the Service On-Site
Anthropic has launched self-hosted Claude Managed Agents. Customers run the service themselves; model calls go to Anthropic or a provider they choose.
Samsung Breaks Ground on an Onyang HBM Packaging Fab
Samsung has broken ground on a planned HBM-only packaging fab at its Onyang campus, as South Korea starts Chungcheong megaprojects. The figures are plans.
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