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  1. OpenAI and Anthropic cut their LLM prices by up to 80% within a few months. Why?

    (Max Woolf's Blog)

    Let’s look at a quick timeline of the major LLM model announcements from both OpenAI and Anthropic over the past few months.

  2. Writing Rust code that's faster than state-of-the-art libraries by asking agents to make the code faster

    (Max Woolf's Blog)

    In January 2025, I had a fun hypothesis for a blog post: can LLMs write better code if you keep asking them to “write better code”?

  3. LLMs break down in funny ways when told the Jacobian Conjecture counterargument

    (Max Woolf's Blog)

    On Sunday night, Anthropic researcher Levent Alpöge casually tweeted a surprisingly simple counterargument to the Jacobian Conjecture, a mathematics problem that has been unproven for over 80 years.

  4. What's the deal with all the random weekly quota resets for agents lately?

    (Max Woolf's Blog)

    Subscription-based coding agents such as Claude Code and Codex famously have 5-hour and weekly quotas on their LLM usage.

  5. The mysterious Hy3 LLM is topping OpenRouter Model Rankings by a large margin

    (Max Woolf's Blog)

    OpenRouter is a service that provides access to most LLMs with a singular API, which has become exceedingly useful as of late given the rapid cadence of new LLM releases.

  6. An AI agent coding skeptic tries AI agent coding, in excessive detail

    (Max Woolf's Blog)

    You’ve likely seen many blog posts about AI agent coding/vibecoding where the author talks about all the wonderful things agents can now do supported by vague anecdata, how agents will lead to the atrophy of programming skills, how agents impugn the sover…

  7. Nano Banana Pro is the best AI image generator, with caveats

    (Max Woolf's Blog)

    A month ago, I posted a very thorough analysis on Nano Banana, Google’s then-latest AI image generation model, and how it can be prompt engineered to generate high quality and extremely nuanced images that most other image generations models can’t achieve,

  8. Nano Banana can be prompt engineered for extremely nuanced AI image generation

    (Max Woolf's Blog)

    You may not have heard about new AI image generation models as much lately, but that doesn’t mean that innovation in the field has stagnated: it’s quite the opposite.

  9. Claude Haiku 4.5 does not appreciate my attempts to jailbreak it

    (Max Woolf's Blog)

    Whenever a new large language model is released, one of my initial tests is to try and jailbreak it just to see how well the model handles adversarial attacks.

  10. Can modern LLMs actually count the number of b's in "blueberry"?

    (Max Woolf's Blog)

    Last week, OpenAI announced and released GPT-5, and the common consensus both inside the AI community and outside is that the new LLM did not live up to the hype.

  11. LLMs can now identify public figures in images

    (Max Woolf's Blog)

    I’ve been working on a pipeline for representing an image as semantic structured data using multimodal LLMs for better image categorization, tagging, and searching.

  12. Predicting Average IMDb Movie Ratings Using Text Embeddings of Movie Metadata

    (Max Woolf's Blog)

    Months ago, I saw a post titled “Rejected from DS Role with no feedback” on Reddit’s Data Science subreddit, in which a prospective job candidate for a data science position provided a Colab Notebook documenting their submission for a take-home assignment…