vLLM Semantic Router released Decision 3.0, a family of multimodal decision models that read text, JSON, and images and answer typed questions with probability outputs instead of generated text. The release includes 5 Apache-2.0 models sized from 0.8B to 27B, with median single-request latency on one AMD Instinct MI325X ranging from 21.7 ms (text on d3-nano) to 84 ms (text on d3). Developers can use the probability-based outputs to classify, route, and gate requests without parsing LLM-generated responses, shifting decision logic toward calibrated thresholds.
Hazle Township in rural Pennsylvania is facing opposition to a proposed 1,300-acre data center as residents challenge a $165 million investment plan and related power-line actions tied to Project Hazelnut, with Amazon named as the intended end user.
TypeSafe raised $870M in a Series A led by Andreessen Horowitz to scale its Jev machine-native model system. The round valued the company at $7.5B. TypeSafe says the funding will expand Jev’s models and enterprise infrastructure, with added features for developers and businesses.
NVIDIA announced $1 billion in commitments to expand U.S. capacity for “super intelligence” research and development over the next five years. The funding is scheduled across five years. It will support higher-education research institutions and investments in areas including quantum computing, healthcare, energy security, and related Genesis Mission projects, with science community collaboration using compute and infrastructure.
Shield AI announced the U.S. Navy executed a $150 million modification to an existing Other Transaction agreement to advance X-BAT, an AI-piloted VTOL fighter. The total announced public and private commitments for X-BAT increased to $400 million. Shield AI says it and the government will jointly fund development as the program progresses toward flight testing later in 2026.
The Verge’s author tests using local AI regularly instead of sending personal data to cloud services.
They cite Apple’s pitch for its new Mac desktops as part of the setup discussion.
The piece shifts from reluctance about cloud use to evaluating whether local models justify spending on high-RAM computers, with the takeaway framed as an ongoing personal learning process.
Tech billionaires increased their combined wealth by $845 billion in the first nine months of 2026, while other billionaires collectively lost $62 billion, according to the Bloomberg Billionaires Index. Elon Musk’s net worth rose by $310 billion from January through September, making up about 40% of the top 500’s total gains. The result is a more concentrated tech-wealth picture that is drawing wealth-tax proposals in California and several other U.S. states and weakening some AI-linked bets such as Oracle’s $196 billion loss.
Exponential View’s Sunday edition argued that OpenAI’s math manuscript release pushes “Math 2.0” toward explanations and community-building, while also linking next-generation computing sovereignty and energy planning to Pakistan’s shifting electrification plans. Pakistan targeted 30% of all new vehicle sales to be electric by 2030. The piece says this combination changes priorities for AI use (from proofs to understanding) and for computing policy (stress-testing supply-chain autonomy and accounting for grid cost spillovers).
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