Conditional DPO / RLHF Reproduction Poster

Auditing finite-response mathematical claims from paper arxiv:2605.20834v1.

Honest Limitations

• No language model was trained or evaluated.
• The benchmark SOTA claim was not reproduced.
• Only the official challenge harness can issue official verdict labels.