Introduction

Multi-AI Consensus Engine for Prediction Markets

NODO aggregates analysis from multiple AI models to provide validated insights for prediction market trading, monetized through the 402 Protocol.

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The Problem

Single AI models have limitations:

• Biases from training data

• Hallucinations (confident wrong answers)

• Blind spots on certain topics

• No verification of their claims\

When trading real money on prediction markets, you need more than one opinion.

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The Solution

NODO queries 6 different AI models in parallel, then aggregates their responses using weighted voting.

       Your Market Question
              │
    ┌─────────┼─────────┐
    ▼         ▼         ▼
 Claude    GPT-4    Gemini    ... (6 models)
    │         │         │
    └─────────┼─────────┘
              ▼
      Consensus Engine
              │
              ▼
    Validated Recommendation
       + Confidence Score
       + Dissent Analysis

Why this works:

• Different models make different mistakes → errors cancel out

• When models agree → higher confidence

• When they disagree → important warning signal

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Key Features

Multi-AI Consensus

6 frontier models analyze independently, then vote. Agreement level calibrates confidence.

Pay-Per-Use (402 Protocol)

No subscriptions. Pay $0.01-$0.10 per analysis. Lightning Network, USDC, or prepaid balance.

Multiple Strategies

• Yield Farming - Buy high-probability outcomes below $1

• Delta Neutral - Exploit logical mispricings between related markets

• Momentum - Detect breaking news from price movements

Real-Time Scanning

Continuous monitoring of Polymarket with instant Telegram alerts.

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Pricing

Tier	Price	AI Models	Best For
Quick	$0.01	1 model	Fast screening
Standard	$0.05	3 models	Normal analysis
Deep	$0.10	6 models	Important decisions

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Quick Start

# Clone and setup
git clone https://github.com/nodo-ai/nodo
cd nodo
pip install -r requirements.txt

# Configure
export TELEGRAM_BOT_TOKEN="your_token"
export OPENROUTER_API_KEY="your_key"

# Run
python bot/telegram_bot.py
```

See [Self-Hosting Guide](self-hosting.md) for detailed instructions.

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Documentation

Section	Description
Concept & Vision	Why multi-AI consensus works
Architecture	System design and components
AI Models	Model selection and voting
402 Protocol	Micropayment implementation
Strategies	Trading strategies explained
API Reference	REST API documentation
Self-Hosting	Deployment guide

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How It Works

1. You submit a market URL via Telegram or API

2. Scanner fetches fresh data from Polymarket

3. Orchestrator sends to 6 AI models in parallel

4. Each model analyzes and returns action + confidence

5. Consensus engine aggregates using weighted voting

6. You receive recommendation with confidence score and any dissenting opinions

---

Example Output

MARKET ANALYSIS

Question: Will Bitcoin reach $150K by Dec 2025? Current: YES $0.42 | NO $0.58

CONSENSUS: SKIP Confidence: 68% (5/6 models agree) Agreement: 83%

Reasoning: Market appears fairly priced given current trajectory. Risk/reward not favorable.

DISSENT (1 model): DeepSeek recommends BUY_YES - "Historical Q4 rallies and ETF inflows suggest higher probability"

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Why 402 Protocol?

Traditional pricing models don't fit AI APIs:

Model	Problem
Subscription	Pay $50/month, use 3 times
Rate limits	Hit limits when you need it most
Freemium	Hobbled features until you pay

402 Solution: Pay exactly for what you use. $0.01 for quick scan, $0.10 for deep analysis. No waste.