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A zero-embedding approach to video intelligence, using Jev: contact sheets + typed decisions, as MCP tools and a skill for any coding agent.
Python repository · 1 stars
Does deeper knowledge integration always improve VQA? We compare late fusion and attention injection using LLM-generated guidance, finding that the simpler late fusion strategy performs better under data scarce conditions.
An open-source stack for generalist computer-use agents, combining code execution, GUI interaction, and cross-device control.
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