<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Home</title><description>Mikhail Trofimov is an AI researcher and engineer at OpenAI focused on AI for health.</description><link>https://mtrofimov.com/</link><item><title>Reinforcement Learning Towards Broadly and Persistently Beneficial Models</title><link>https://mtrofimov.com/blog/beneficial-rl/</link><guid isPermaLink="true">https://mtrofimov.com/blog/beneficial-rl/</guid><description>Can reinforcement learning on realistic beneficial behavior make models more broadly and persistently aligned?</description><pubDate>Mon, 22 Jun 2026 00:00:00 GMT</pubDate></item><item><title>Broadly and Persistently Beneficial Models</title><link>https://mtrofimov.com/projects/beneficial-rl/</link><guid isPermaLink="true">https://mtrofimov.com/projects/beneficial-rl/</guid><description>Reinforcement learning research on alignment that generalizes across domains and persists under adversarial pressure.</description><pubDate>Mon, 22 Jun 2026 00:00:00 GMT</pubDate></item><item><title>HealthBench Professional: Evaluating LLMs on Real Clinician Chats</title><link>https://mtrofimov.com/blog/healthbench-professional/</link><guid isPermaLink="true">https://mtrofimov.com/blog/healthbench-professional/</guid><description>A physician-designed benchmark for evaluating language models on realistic and challenging clinical conversations.</description><pubDate>Thu, 30 Apr 2026 00:00:00 GMT</pubDate></item><item><title>HealthBench Professional</title><link>https://mtrofimov.com/projects/healthbench-professional/</link><guid isPermaLink="true">https://mtrofimov.com/projects/healthbench-professional/</guid><description>A physician-designed benchmark for evaluating language models on realistic clinical conversations.</description><pubDate>Thu, 30 Apr 2026 00:00:00 GMT</pubDate></item><item><title>Tesla Full Self-Driving</title><link>https://mtrofimov.com/projects/tesla-fsd/</link><guid isPermaLink="true">https://mtrofimov.com/projects/tesla-fsd/</guid><description>Computer-vision research and model post-training for production autonomous-driving systems.</description><pubDate>Sat, 01 Oct 2022 00:00:00 GMT</pubDate></item><item><title>Representation Learning for Recommender Systems</title><link>https://mtrofimov.com/projects/recommender-systems/</link><guid isPermaLink="true">https://mtrofimov.com/projects/recommender-systems/</guid><description>Research on joint representation learning and pairwise ranking for implicit-feedback recommendation.</description><pubDate>Mon, 01 Mar 2021 00:00:00 GMT</pubDate></item><item><title>TFFM and Exponential Machines</title><link>https://mtrofimov.com/projects/tffm-exponential-machines/</link><guid isPermaLink="true">https://mtrofimov.com/projects/tffm-exponential-machines/</guid><description>Open-source and research work on efficient arbitrary-order feature interactions using tensor methods.</description><pubDate>Thu, 12 May 2016 00:00:00 GMT</pubDate></item><item><title>Kaggle Competition Portfolio</title><link>https://mtrofimov.com/projects/kaggle-competitions/</link><guid isPermaLink="true">https://mtrofimov.com/projects/kaggle-competitions/</guid><description>Competition machine learning across malware classification, search relevance, product classification, and science QA.</description><pubDate>Tue, 01 Jul 2014 00:00:00 GMT</pubDate></item></channel></rss>