# Continual Learning Interface (CLI)

- **Event:** [Gemini 3 Singapore Hackathon](https://cerebralvalley.ai/e/gemini-3-singapore-hackathon)
- **When:** Sat, Mar 7 at 9:00 AM – 10:00 PM (GMT+8)
- **Where:** Location TBA
- **Team:** [Brandon Ong](https://cerebralvalley.ai/u/ob1)
- **GitHub:** https://github.com/theogbrand/godel-darwin-machines
- **Demo video:** https://youtu.be/RNpbSHINLug
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-singapore-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-singapore-hackathon/hackathon/gallery/89

We propose a thought experiment, what if a machine had a continual learning mechanism? 
If machines are exceeding human intelligence, machines should be improving themselves, not humans
This way, humans, no longer bottleneck the ingenuity of machine intelligence

This project proposes a proof of concept of what could be a continual learning interface CLI. 
We demonstrate that a Browser Agent could be given very specific human feedback and improve itself, whether that's through updating or creating new scripts in its own system. 
And it does so by a meta-agent or a meta-system that updates the orchestrator agent (which is itself).

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Markdown version of https://cerebralvalley.ai/e/gemini-3-singapore-hackathon/hackathon/gallery/89. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt