Machine Heart

May 8, 2026 · Artificial Intelligence

How an 8B Video‑Language Model Beats GPT‑5 and Gemini‑3.1‑Pro at Cinematic Understanding

The CHAI framework introduced by CMU and Harvard defines a structured video‑language annotation scheme, scalable human‑AI oversight, and a post‑training pipeline that enables an 8B open‑source model to outperform closed‑source GPT‑5 and Gemini‑3.1‑Pro on professional cinematic techniques.