https://www.chenyang.co/diffusion.html Diffusion models from scratch, from a new theoretical perspectiveChenyang Yuan2023 “This tutorial aims to introduce diffusion models from an optimization perspective…”
What I Read: LLM Evaluation Metrics
https://www.confident-ai.com/blog/llm-evaluation-metrics-everything-you-need-for-llm-evaluation LLM Evaluation Metrics: Everything You Need for LLM EvaluationJeffrey IpJanuary 22, 2024 “This article will teach you everything you need to know about LLM evaluation metrics…”
What I Read: Artificial, Biological Intelligence
https://medium.com/@begus.gasper/artificial-and-biological-intelligence-humans-animals-and-machines-142bc3c4b304 Artificial and Biological Intelligence: Humans, Animals, and MachinesGasper BegusSep 19, 2023 “…a highly promising direction in AI research is to use artificial intelligence to better understand biological intelligence, and
What I Read: Chatbots Understand Text
https://www.quantamagazine.org/new-theory-suggests-chatbots-can-understand-text-20240122/ New Theory Suggests Chatbots Can Understand TextAnil Ananthaswamy1/22/24 “Far from being “stochastic parrots,” the biggest large language models seem to learn enough skills to understand the words they’re processing.”
What I Read: Confidence intervals, balanced accuracy
https://code.groundlight.ai/python-sdk/blog/confidence-intervals-for-balanced-accuracy Tales from the Binomial Tail: Confidence intervals for balanced accuracyTed SandlerSenior Applied Scientist at GroundlightLeo DiracCTO and Co-founder at GroundlightJanuary 16, 2024 “…we put careful thought into measuring the