Papers

When Does Latent Prediction Error Support Physical Surprise Claims in Video World Models?

Anton Hristov et al.

Accepted at World Models in Physical AI @ NeurIPS 2026

SUBMISSION VERSION, NOT CAMERA-READY. This PDF will be updated.

Paper (PDF) · Code

Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost

Anton Hristov

REALM @ EMNLP 2026 (Second Workshop for Research on Agent Language Models)

Paper (PDF) · GitHub