Posts

All the articles I've posted.

• Swirling Thoughts on AI, LLMs, Novel Hypothesis Generation and Crypto?

  Published:Apr 3, 2025 |  at 09:45 PM |  in 14 min read

  In this post, I swirl my own thoughts on the very topic of swirling thoughts in the context of AI, LLMs and their potential for novel hypothesis generation. I ground this discussion in some of the other ongoing parallel lines of thoughts/investigation including GRPO, reinforcement learning, the future of science and scientific peer review and the notion of being able to "purchase" scientific innovation.

• Multistep Reasoning Agents (with GRPO & RLEF) - Project Euler Edition

  Published:Mar 23, 2025 |  at 02:38 AM |  in 21 min read

  Converting chat LLMs into reasoning agents through GRPO and reinforcement learning from execution feedback — achieving performance improvements on Project Euler's algorithmic challenges with multi-step reasoning, tool use, and code execution.

• Bridging the Knowledge Gap in Multimodal AI with DeepResearch

  Published:Mar 2, 2025 |  at 04:27 AM |  in 19 min read

  How OpenAI's DeepResearch reveals what industry labs aren't sharing about next-gen AI assistants

• Pandas Primer

  Published:Jan 15, 2025 |  at 01:15 AM |  in 5 min read

  A rapid review of the Pandas library for the impatient data scientist.

• Python and Pandas and P-values, Oh My! A Statistical Journey

  Published:Jan 14, 2025 |  at 01:15 AM |  in 26 min read

  A rapid refresher on the basics of statistics and how to apply them in Python.

• A Straight Line Through Linear Algebra

  Published:Jan 2, 2025 |  at 07:27 PM |  in 9 min read

  A brief review of core concepts in linear algebra, with a focus on applications in machine learning.