TheralMoyo

TheralMoyo / predictllm

Public

Biological neural network trading system. Connects a CorticalLabs CL1 neuron culture (59-electrode MEA) to Polymarket via reservoir computing. Live dashboard with 3D electrode visualization, position tracking, and neural signal monitoring.

38
1
69% credibility
Found Mar 06, 2026 at 38 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
TypeScript
AI Summary

A interactive web dashboard simulating a biological neural network that analyzes prediction markets, displays 3D neuron activity, market positions, live logs, and a chat interface.

How It Works

1
🔍 Discover PredictLLM

You stumble upon this cool project on GitHub that shows living brain cells predicting future events on betting markets.

2
📥 Bring it home

You download it to your computer and start it up with a simple click, no fancy skills needed.

3
🚀 Watch it come alive

A sleek dashboard pops open, filling your screen with glowing neurons, market updates, and live stats that feel straight out of sci-fi.

4
🧠 See the neurons think

Tiny agents buzz around a 3D grid, lighting up and connecting as they process market info like a real brain waking up.

5
📈 Check market bets

Glance at cards showing predictions on world events, your positions, profits, and confidence levels from the brain cells.

6
💬 Chat with the brain

Type questions and get responses explaining why the neurons bet a certain way on elections or crypto prices.

✅ Feel the future

Sit back as trades happen automatically, profits tick up, and you experience a glimpse of bio-powered smart betting.

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Star Growth

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AI-Generated Review

What is predictllm?

Predictllm runs a live dashboard simulating a biological neural network trading system, connecting a CorticalLabs CL1 biological neural computer—complete with a 59-electrode MEA culture—to Polymarket markets via reservoir computing. Developers get a real-time TypeScript Next.js app with 3D electrode visualization, market position tracking, neural signal metrics, a bio-LLM chat interface, and terminal logs, all updating autonomously. It demos how living neuron cultures could predict market probabilities better than traditional models.

Why is it gaining traction?

The hook is the mesmerizing 3D view of a biological neural network in action—watch electrodes fire, agents connect, and coherence build—while tracking simulated trades on real Polymarket events like geopolitical bets. Unlike dry ML dashboards, this blends biological neural processor realism with smooth Three.js animations and Tailwind styling, making abstract concepts like biological neural network examples tangible. At 38 stars, it's niche but spreads via its sci-fi appeal for biological computing demos.

Who should use this?

Neuromorphic engineers prototyping CL1 integrations or biological neural network in machine learning experiments. Frontend devs building hardware dashboards for IoT or bio-sensors. AI researchers exploring biological neural network BNN sizes and electrode signals in reservoir computing setups.

Verdict

Fun proof-of-concept dashboard for biological age github curiosities, but low 0.699999988079071% credibility score and 38 stars signal early-stage toy—docs are README-only, no tests. Fork for custom sims if bio-neural trading demos excite you; skip for production.

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