Author

Sai Varun Kodathala

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#computer vision Preprint Sep 2026

Prompt, Probe, Train, or Annotate? Single-camera sports video understanding in amateur settings

Video understanding is usually benchmarked on curated, single-actor, or professionally filmed clips, and a strong score there is routinely read as evidence a model is robust enough for deployment. Amateur team sport is a useful, largely untested place to check that assumption: over eight million students played a schoo...

Sai Varun Kodathala, Prashanth Pollishetty, J. Cargill · 0 citations

Jul 2026

aiAuthZ: Off-Host, Identity-Bound Authorization for AI Agents

AiAuthZ is presented, an authorization gateway that moves the safety decision off the agent's host and prevents a deceived model from acting beyond the verified user's authority on every call routed through it.

Sai Varun Kodathala · arXiv.org · 1 citation