Concept consistency score

p-less Sampling

P-less Sampling: A robust hyperparameter-free approach for LLM decoding

Beyond I am sorry, I can’t: dissecting large language model refusal

Distribution-aware feature selection for SAEs

TinySQL

Towards transparent AI grading:Entropy as a signal for human-AI disagreement

Beyond linear steering: Unified multi-attribute control for language models

Turning up the heat: Min-p samling for creative and coherent creative outputs

Evaluating LLM-generated summaries using the Lie algebra framework

The next frontiers in AI — according to industry leaders

Calculating uncertainty in generative AI

Evaluating LLMs using semantic entropy

LLM benchmarks, evals and tests

Decoding LLM uncertainties for better predictability

A surprisingly effective way to estimate token importance in LLM prompts

Probabilistic machine learning and weak supervision

A gentle introduction to machine teaching