Reading up on GPT-OSS
2 deep · digging since jan 12
- Which AI Lies Best? A game theory classic designed by John Nash
A benchmark using the game "So Long Sucker" finds that simpler LLMs can outperform in complex scenarios and that models adjust their honesty based on opponent strength.
- [2508.15260] Deep Think with Confidence
Deep Think with Confidence (DeepConf) uses model confidence signals to filter low-quality reasoning traces, achieving up to 99.9% accuracy on AIME 2025 with 84.7% fewer tokens.