Humanity's Last Exam

arXiv:2501.14249 · cs.LG, cs.AI, cs.CL · Submitted 2025-01-24 · Read on arXiv

cs.LG, cs.AI, cs.CL

Submitted: 2025-01-24

Updated: 2026-10-19

Terminology

• Benchmark — 5× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 9 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks