"Himawari team on AMD Developer Hackathon: ACT II Hackathon"

Single-shot multi-style video captioner: Claude first describes the clip from sampled frames, then writes one grounded caption per style (formal, sarcastic, humorous_tech, humorous_non_tech)—no selector, no candidate averaging.