…Related I created a complex web app using Claude Code, Codex, and Antigravity, and only one acted like a tech lead One tool understood the bigger picture. My local LLM became Claude…
…As research and experience demonstrated the utility of frontier AI as a tool for cyber attackers, we invested in improving Claude’s ability to help defenders detect, analyze, and remediate vulnerabilities in…
…Over those seven months, the value of the typical task, which we estimate through a comparison to freelance job postings, rose in almost every kind of work—about 25% on average. Introduction…
…an agent is an AI system equipped with tools that allow it to take actions , like running code, calling external APIs, and sending messages to other agents. 1 Studying the tools that…
…It's a different kind of tool doing a different kind of work, and that makes a clean apples-to-apples comparison to earlier models difficult. So rather than trying to benchmark…
…I’ve been working with modern machine learning tools for over a decade. My first modern ML paper , from 2016, was an early application of deep learning to particle physics. In a…
…Eventually, tools like Ollama or Docker environments come into play for recreating an experience that vaguely represents a cloud AI model from the web. Now, this is all fine for enthusiasts, but…
…for example, previous Claude models struggled to play Pokémon FireRed even with harnesses that gave them additional helpful tools, but Fable 5 beat FireRed with a minimal, vision-only harness. Memory and…
…Contract criterion Evaluator finding Rectangle fill tool allows click-drag to fill a rectangular area with selected tile FAIL — Tool only places tiles at drag start/end points instead of filling the…
…This is caused, mechanically, by a rise in personal queries around sports, product comparisons, and home maintenance. The pattern is consistent with a standard “adoption curve” story, in which early-adopters favor…