PinnedPublished inTDS ArchiveA long-term Data Science roadmap which WON’T help you become an expert in only several monthsFrom time to time I’m asked: how does one become Data scientist? What courses are necessary? How long will it take? How did you become DS…Dec 2, 2018A response icon19Dec 2, 2018A response icon19
Paper Review: ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large…Longer Reinforcement Learning allows LLMs to develop novel reasoning strategies!Jun 30A response icon1Jun 30A response icon1
Paper Review: V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and PlanningV-JEPA: a world model that achieves state-of-the-art performance on visual understanding and prediction in the physical world!Jun 23Jun 23
Paper Review: Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement…Training models on high-entropy tokens drives effective reinforcement learning for LLM reasoning!Jun 9Jun 9
Paper Review: SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation…SWE-rebench: an automated pipeline for Task Collection and evaluation of software engineering agents. And a benchmark based on it!Jun 2Jun 2
Paper Review: Visual Planning: Let’s Think Only with ImagesVisual Planning with RL: thinking through images, not texts!May 26May 26
Paper Review: AlphaEvolve: A coding agent for scientific and algorithmic discoveryAlphaEvolve: an LLM-driven coding agent that improves real-world infra (scheduling, TPUs), accelerates its own training, and beats…May 15May 15
Paper Review: AgentA/B: Automated and Scalable Web A/BTesting with Interactive LLM AgentsAutomated A/B tests with LLM agents!Apr 28Apr 28
Paper Review: M1: Towards Scalable Test-Time Compute with Mamba Reasoning ModelsMamba with test-time scaling and reasoning!Apr 21Apr 21
Paper Review: TextCrafter: Accurately Rendering Multiple Texts in Complex Visual ScenesBetter image generation with multiple texts in complex scenes!Apr 7Apr 7
