Tech Links

A curated collection of technical resources and articles worth reading.

• Defeating Nondeterminism in LLM Inference A deep dive into the sources of nondeterminism in large language model inference and practical strategies for achieving reproducible outputs. Essential reading for anyone deploying LLMs in production where consistency matters.

• Weekly Interesting ML Papers A community-curated GitHub repository that highlights the most interesting and impactful machine learning papers each week. A great way to stay current with the latest research trends in AI and ML.

• A super comprehensive survey on Agentic Reinforcement Learning This 95 page survey goes deep from elaborating basics of RL to comparing different RL algos like PPO, DPO, GRPO, to many different avenues and agentic environments. Good read for intro to Agentic RL.

• What I Learned from My Industry Job Search as a CS PhD This blog post goes over topics such as job preparation, the application process, interview strategies, and general advice for PhD students aiming for roles in artificial intelligence and related fields.