First universal cerebellum for humanoid robots released
A new universal cerebellum for humanoid robots has been introduced, trained on 20,000 hours of human motion data. It enables zero-shot generalization for complex physical tasks.
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Tag: #zero-shot-learning2 results
Google's TabFM enables zero-shot inference on unseen tabular data
Google Research introduced TabFM, a foundation model that treats tabular prediction as an in-context learning problem. It eliminates the need for per-dataset training, hyperparameter tuning, and complex feature engineering pipelines.
KCD Hangzhou Opens CFP for Agent Era Discussions
KCD Hangzhou has opened its call for papers, inviting the community to discuss cloud native technologies, observability, and large-model inference in the Agent era. The announcement targets practitioners interested in sharing or learning about the infrastructure behind AI agents.
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Can KV Cache Become a Searchable Memory?
The discussion proposes treating a transformer’s KV cache as a high-dimensional, navigable vector space rather than a flat array. This could enable indexing and localized attention, reducing the need to scan all stored context at every inference step.
Triage Vercel Toolbar Comments from Your Terminal
Vercel CLI now supports the full Vercel Toolbar comment triage workflow from the terminal. Developers can list, inspect, reply to, resolve, reopen, edit, and delete comments, with JSON output available for scripts and coding agents.
Qwen Code Adds Smarter Web Shell Workflows
Qwen Code v0.21.15 improves Web Shell performance, file attachments, sidebar synchronization, and Goal v3 controls. It also adds reasoning toggles for hybrid Qwen models, resume support for reviews, and authenticated HTTPS Git extension installs.
Wall Street Starts Trading AI Compute
The article examines how AI infrastructure is developing commodity-like markets as GPU shortages make compute capacity increasingly valuable. It suggests Wall Street may begin treating AI compute similarly to oil or other tradable resources.
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Anthropic Eyes SpaceX-Sized IPO
Anthropic reportedly expects its initial public offering to match or exceed SpaceX’s record-setting IPO size. Preparations for the AI company’s debut are accelerating, according to people familiar with the matter.
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Anthropic Gives Enterprises More Data Control
Anthropic plans to let business customers retain data for its most capable AI models on their own cloud infrastructure. The planned safety system, expected later this year, would still require a 30-day retention period while moving storage control to customers.
Apple’s AI Siri and Home Hub Leak
Apple is reportedly preparing a new generative-AI-powered Siri for September, possibly alongside a dedicated home hub. The update could expand Apple’s role in smart-home interfaces and device control.