…Concretely, we construct ClawGym-SynData , a diverse dataset of 13.5K filtered tasks synthesized from persona-driven intents and skill-grounded operations , paired with realistic mock workspaces and hybrid verification mechanisms . We…
…AI-generated summary Tokenizers are a crucial component of latent diffusion models , as they define the latent space in which diffusion models operate. However, existing tokenizers are primarily designed to improve reconstruction…
…can a Slides Agent learn user preferences from multi-turn interactions, preserve session-level constraints, and revise only the intended parts of a deck? MemSlides organizes memory from two perspectives: temporal scope…
…To operationalize this, we introduce (1) Agentic Supervised Fine-Tuning to bootstrap native active perception via best-of-N trajectory synthesis with dual-stage quality control, and (2) Agentic Reinforcement Learning with…
…To best serve its role within the field, HF must instead move closer to operating as a non-profit, sourcing unconditional funding from elsewhere , with the assumption that it may always operate…
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