Viewing profile — rodspeed

Fair point on the title. I've emailed to mods to see if they can update the title. I don't think it's anthropomorphizing to study how vocabulary constraints change reasoning qualit…

I ran 4,470 trials across three language models (Claude Haiku, GPT-4o-mini, Gemini Flash Lite) on seven reasoning tasks, constraining them to write in E-Prime (no "to be") or witho…

yep it's public: https://github.com/rodspeed/epistemic-memory The observations layer being append-only is smart, thats basically the same instinct as the tensions log. The raw data…

Wait a minute! Ha, just saw this. The knowledge graph I mentioned is a separate project (heartwood on my profile). Different angle from propstore but I think we're circling the sam…

You're probably right long term. If LLMs eventually handle memory natively with confidence and decay built in, scaffolding like this becomes unnecessary. But right now they don't, …

I'm one of those zero star repos. I've been using Claude Code for some weeks now and built a personal knowledge graph with a reasoning engine, belief revision, link prediction. Non…

I've been building persistent memory for Claude Code too, narrower focus though: the AI's model of the user specifically. Different goal but I kept hitting what I think is a univer…