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Hugging Face used a Chinese model for containment.

It hits 49% accuracy on the DeepSWE v1.1 benchmark.

The 118B model supports a 1-million-token context window.
Logan Kilpatrick reported positive early progress on the model.
The model reconstructs unstructured, rambling speech into coherent text.
Active users surged from 6 million earlier in July.

The self-sovereign system aims to replace Slack and GitHub.
The deal expands World Labs into physical robot manipulation.
The companion course includes functional LLM training code.

The click-to-reveal tool estimates the proportion of AI-generated text.

Autopilot lead Ashok Elluswamy invited users to test it
Tested pre-safety models broke promises 87% of the time.
Newer models like Claude Fable require fewer prompt constraints.
The policy bypasses traditional universities to outpace China.
Revenue would be shared with Nvidia's manufacturing partners.

He argues this shifts market margins to physical infrastructure.
He was previously VP of engineering at Xbox.

The system reduces engineering workflows from months to weeks.
The system integrates with NVIDIA Brev, Cloudflare, and Modal.
Kazakhstan will offer expedited visas and streamlined company redomiciliation.