J-Comm links LLM agents with hidden and Jacobian latent channels
Qwen3-8B to Qwen3-4B communication scored highest across seven benchmarks and cut generated text tokens by 19.2–74.8% versus TextMAS.
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Qwen3-8B to Qwen3-4B communication scored highest across seven benchmarks and cut generated text tokens by 19.2–74.8% versus TextMAS.
A LoRA on 33B MiniMax-H3 raises temporal entity match from 50.9% to 62.9% on 59 held-out cases.
GEAR uses geometry to route attention to visual memory for long camera-controlled video generation.
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