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NVIDIA Says Kumo Relational Predicts Churn with No Training, Beats Supervised Models

NVIDIA Says Kumo Relational Predicts Churn with No Training, Beats Supervised Models

Nov 01, 2026
huggingface.co

NVIDIA releases Kumo Relational, a pre-trained model that predicts churn, demand, or fraud directly on relational databases in one forward pass, with no task-specific training or feature engineering. NVIDIA says it beats supervised models on 41 tasks across 15 databases and tops AutoGluon on the SAP SALT benchmark by 8% in mean reciprocal rank.

Nvidia in Talks to Guarantee Billions for Nscale's Anthropic Data Center, the Information Says

Nvidia in Talks to Guarantee Billions for Nscale's Anthropic Data Center, the Information Says

Oct 31, 2026
TechCrunch

Nvidia is in talks to guarantee billions in debt financing for Nscale's Anthropic data center in West Virginia, The Information reports. Under a residual value guarantee, Nvidia would step in if Nscale defaulted on construction payments. Anthropic has signed a $44.6 billion contract for the first 460-megawatt building, which is expected to use Nvidia's Vera Rubin chips.

OpenAI Cuts Funding Target to $20 Billion from $30 Billion

OpenAI Cuts Funding Target to $20 Billion from $30 Billion

Oct 31, 2026
CNBC

OpenAI now seeks up to $20 billion in its latest funding round, down from an earlier target of about $30 billion, CNBC confirms. The Financial Times reports a $1.25 trillion post-money valuation, with UAE investors and Coatue leading. The round remains open and terms could change as AI stocks fell Friday.

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