Cybersecurity
impact 16
IMPACT-CYCLE: A Contract-Based Multi-Agent System for Claim-Level Supervisory Correction of Long-Video Semantic Memory
IMPACT-CYCLE: A Contract-Based Multi-Agent System for Claim-Level Supervisory Correction of Long-Video Semantic Memory arXiv:2604.20136v1 Announce Type: cross Abstract: Correcting errors in long-video understanding is d…
Why it matters
Look past the headline—the real story is how longvideo intersects with ongoing impactcycle trends in the industry.