Symbiont-AI Cognitive Labs

Symbiont-AI Cognitive Labs

Co-founder, building research tools

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Tastemaker
Tastemaker
Gone streaking
Gone streaking

Maker History

  • GitHub
    GitHubSymbiotic World 3D - Ecosystem Modeling & Simulation Tool
    Sep 2026
  • Docent - Learn Something New Today!
    Docent - Learn Something New Today! AI-Powered Journal Club-Narrated Slides & Assessment Tool
    Mar 2026
  • 🎉
    Joined Product HuntMarch 16th, 2026

Forums

GitHub - Symbiotic World 3D - Ecosystem Modeling & Simulation Tool

Open research world for embodied learning and evolution — organisms learn, evolve how they learn, reshape their world, and are studied by AI scientists. - symbiont-ai/SymbioticWorld3D

The future of Self Directed Learning

I used to work as an Instructional Technology Fellow. Back then, of course we did not have the AI tools we have today. Nowadays, it is very easy to build the tools based on individual needs and preferences. I built Docent using Claude Code and deployed it on Vercel. The tool itself is free, unfortunately the actual AI models it uses are not. Docent utilizes Openrouter as the model provider, and you will need to enter your own Openrouter API key on Docent settings tab to be able to use the tool.

So far, a good learning session with narrated 20-30 slides and Q/A rounds is costing $2-3 dollars using Opus 4.6. However, learning is addictive and continuous use of the tool can lead to substantive AI model API costs that are charging by the token. Unfortunately, currently I do not have a good solution for individuals. Hosting your own local AI models is certainly an option, if you have the capability.

Docent - Learn Something New Today! - AI-Powered Journal Club-Narrated Slides & Assessment Tool

AI-powered presentation generation and delivery platform. Upload papers, describe topics, and let Sage create professional presentations with diagrams, narration, and export. BYOK multi-model support via OpenRouter & One-click Vercel deploy
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