Gabe LevineWriting on emergence, generative audio, and multi-agent systems.https://blog.chaosdimension.fyi/Learning kernels, starting at softmaxhttps://blog.chaosdimension.fyi/thoughts/learning-kernels/https://blog.chaosdimension.fyi/thoughts/learning-kernels/Why I'm picking up Triton, and the two kernels I'm starting with.Sat, 13 Jun 2026 00:00:00 GMTJazz mode, founder mode, and using Notion to thinkhttps://blog.chaosdimension.fyi/thoughts/jazz-mode-founder-mode-notion/https://blog.chaosdimension.fyi/thoughts/jazz-mode-founder-mode-notion/Notes from Long Strange Trip's Ivan Zhao interview, and the part where I admit I still can't define Notion.Thu, 11 Jun 2026 00:00:00 GMTAvoid failure mode in the Chaos Dimensionhttps://blog.chaosdimension.fyi/thoughts/building-chaos-dimension/https://blog.chaosdimension.fyi/thoughts/building-chaos-dimension/Tools for building when you don't have an engineering team.Fri, 05 Jun 2026 00:00:00 GMTHands-free at 3amhttps://blog.chaosdimension.fyi/thoughts/hands-free-at-3am/https://blog.chaosdimension.fyi/thoughts/hands-free-at-3am/How a newborn, Wispr Flow, Notion, Claude Code, and Chaos Dimension fit into one workflow.Mon, 01 Jun 2026 00:00:00 GMTGenerative retrieval for cover songs, and what fell out of ithttps://blog.chaosdimension.fyi/thoughts/semantic-ids-cover-song-retrieval/https://blog.chaosdimension.fyi/thoughts/semantic-ids-cover-song-retrieval/Audio-derived Semantic IDs, a failure mode of direct codec codes, and a T5 that beats the bi-encoder.Mon, 25 May 2026 00:00:00 GMTStigmergy as a coordination primitivehttps://blog.chaosdimension.fyi/thoughts/stigmergy-as-a-coordination-primitive/https://blog.chaosdimension.fyi/thoughts/stigmergy-as-a-coordination-primitive/How agents coordinate by leaving traces in a shared environment, not by talking to each other.Fri, 22 May 2026 00:00:00 GMTRound-trip errors, a throwaway head, three Slavic languageshttps://blog.chaosdimension.fyi/thoughts/low-resource-gec/https://blog.chaosdimension.fyi/thoughts/low-resource-gec/Pivot-language round-trip translation and a throwaway detection head. Two ideas that fit on a single A40 and pushed dev ERRANT F0.5 above 0.32 on three Slavic languages.Mon, 18 May 2026 00:00:00 GMTWhy interaction, not diversity, drives creative outputhttps://blog.chaosdimension.fyi/thoughts/interaction-not-diversity/https://blog.chaosdimension.fyi/thoughts/interaction-not-diversity/A population of different agents isn't enough. The gains come from letting them respond to each other.Thu, 30 Apr 2026 00:00:00 GMTWhat an RL reward model hears in a 4-bar loophttps://blog.chaosdimension.fyi/thoughts/rl-reward-model-4-bar-loop/https://blog.chaosdimension.fyi/thoughts/rl-reward-model-4-bar-loop/Probing what a learned reward model actually rewards when it scores a short musical phrase.Wed, 18 Mar 2026 00:00:00 GMT