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Jacky Kwok

@jackyk02 · view on X ↗

Stanford CS PhD | Berkeley EECS

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Jacky Kwok@jackyk02

Introducing Contrastive Language Model (CLM): an ultra-fast System One Model trained with a contrastive learning objective that connects states and actions. CLM-8B is pre-trained on internet-scale da...

SummaryCLM (Contrastive Language Model) is a new AI system that matches performance with existing models like Jev while running up to 9× faster on tasks like computer use, gaming, and tool-calling. It uses a dual-encoder architecture with contrastive learning to independently cache state and action embeddings, and achieves state-of-the-art results on agentic benchmarks like DeepSWE (81.6%) and Terminal-Bench 2.1 (87.6%).Sep 23, 202613 tweets♥ 2.2K