Articles

# 数据科学家的复仇：为什么 LLM 让传统数据技能变得更有价值 数据科学家的黄金时代结束了吗？自从 LLM 让任何工程师都能轻松集成 AI 以来，这个问题一直困扰着行业。但在 PyAI Conf 上，Hamel Husain 以一场题为"数据科学家的复仇"的精彩演讲论证了相反的观点：数据科学技能比以往任何时候都更加关键。 ## 被颠覆 哈佛商业评论曾将数据科学称为"21 世纪最性感的职业"

# The Revenge of the Data Scientist: Why LLMs Make Traditional Data Skills More Valuable Is the heyday of the data scientist over? The question has haunted the industry since LLMs made it trivially e

A blog post traces the mathematical lineage from Bellman's 1952 dynamic programming to modern diffusion models, revealing a surprising unity between RL and generative AI.

AI food-tracking apps offer convenience through photo-based logging and AI calorie estimation, but experiments reveal the technology may create unhealthy food obsession and disordered eating patterns.

A practical guide to Bayesian statistics for data scientists has gone viral on HN, covering priors, MCMC sampling, and the frequentist vs Bayesian debate with real implementation examples.

Former Tesla AI Director and OpenAI founding member Andrej Karpathy has published a deeply personal extended interview, confessing to AI addiction and making a bold prediction: 'In all verifiable doma

SkyPilot gave Claude Code access to a 16-GPU Kubernetes cluster running Karpathy's autoresearch framework. The agent autonomously ran ~910 experiments in 8 hours, discovered that model width was the m