Light-Omni Cuts Long-Video Agent Latency 12x by Replacing Iterative Reasoning With Single-Pass Reflex
Summary
A 12.1x inference speedup with a 2.6x memory gain for long-horizon video agents—without accuracy loss—directly challenges the design assumption that iterative detective-style reasoning chains are necessary for long-context multimodal understanding.
Originally reported by paper
Read the original article →Original headline: Light-Omni Cuts Long-Video Agent Latency 12x by Replacing Iterative Reasoning With Single-Pass Reflex