Physics Discovery Multi-Agent System

Overview

A revolutionary physics discovery system with 11 autonomous AI agents exploring the fundamental laws of physics, searching for connections, and potentially discovering new relationships in the universe.

╔═══════════════════════════════════════════════════════════════════╗
║     PHYSICS DISCOVERY MULTI-AGENT SYSTEM                          ║
║     ════════════════════════════════════════                      ║
║                                                                   ║
║     9 DeepSeek + 1 Claude Opus 4.5 + 1 GPT-5.2                   ║
║                                                                   ║
║     Exploring what we don't know we don't know                   ║
╚═══════════════════════════════════════════════════════════════════╝

The Agents

9 DeepSeek Theorists (Proposing Theories)

Agent	Personality	Approach
Euler	Mathematical purist	Seeks elegant mathematical structures, symmetries as keys
Faraday	Empirical pragmatist	Demands experimental verification for everything
Democritus	Particle reductionist	Everything reduces to fundamental particles
Hubble	Cosmic visionary	Connects local physics to universal evolution
Shannon	Information fundamentalist	Physics is information processing
Boltzmann	Statistical thinker	Probability and statistics explain everything
Bohr	Quantum philosopher	Obsessed with measurement and interpretation
Einstein	Grand unifier	Seeks unified theories connecting all domains
Anderson	Emergence champion	"More is different" - complexity creates new laws

1 Claude Opus 4.5 - The Tenth Man (Advocatus Diaboli)

The Tenth Man Rule: If 9 people agree on something, the 10th person MUST disagree and find problems, no matter how convincing the argument seems.

This agent:

• Systematically challenges every theory proposed
• Finds hidden assumptions and overlooked alternatives
• Points out historical cases where "obvious truths" were wrong
• Proposes what evidence would DISPROVE theories
• Protects the group from groupthink and overconfidence

1 GPT-5.2 - The Synthesizer (Nexus)

The Synthesizer Role: Finds hidden connections between different theories and domains, unifying disparate ideas into coherent frameworks.

This agent:

• Listens to ALL other agents before concluding
• Finds unexpected connections between theories
• Identifies common mathematical structures across domains
• Proposes unified frameworks that reconcile contradictions
• Creates conceptual maps showing how ideas interconnect
• Bridges the gap between abstract theory and empirical observation

Physics Knowledge Base

The system includes a comprehensive knowledge base with:

Verified Laws

• Classical Mechanics (Newton, Lagrange, Hamilton)
• Electromagnetism (Maxwell's equations)
• Thermodynamics & Statistical Mechanics
• Special & General Relativity
• Quantum Mechanics
• Quantum Field Theory & Standard Model
• Nuclear Physics
• Condensed Matter Physics
• Cosmology
• Quantum Information

Unexplained Phenomena (For Exploration)

• Dark Matter & Dark Energy
• Matter-Antimatter Asymmetry
• Quantum Gravity
• Black Hole Information Paradox
• Measurement Problem
• Arrow of Time
• Fine Structure Constant
• Neutrino Masses
• Hierarchy Problem
• Hubble Tension
• And many more...

The Exploration World

Agents have access to:

Observational Data

• Galaxy rotation curves
• Cosmic Microwave Background
• Supernovae data (accelerating expansion)
• Gravitational wave detections
• Neutrino observations
• Cosmic ray spectrum
• Quantum experiment results
• Atomic measurements
• Strange astrophysical observations

Experiments They Can Run

• Double slit quantum experiments
• Bell inequality tests
• Orbital mechanics simulations
• Thermodynamic systems
• Electromagnetic wave propagation
• Particle collisions
• Quantum decoherence studies
• Spacetime geometry exploration
• Dark matter halo modeling
• Quantum vacuum properties
• Information-thermodynamics experiments

Installation

cd discovery-system
npm install

Running the System

npm start

Then open http://localhost:3000 in your browser.

Usage

1. Enter API Keys: Provide your DeepSeek, Claude (Anthropic), and OpenAI API keys

2. Start Session: Choose an exploration topic or leave blank for open exploration

3. Run Cycles: Each cycle:

   • All 9 DeepSeek agents think independently
   • They may propose theories, run experiments, observe data
   • The Tenth Man (Claude) challenges all proposed theories
   • The Synthesizer (GPT-5.2) finds connections between ideas
   • Agents discuss and debate
   • Discoveries are recorded when consensus is reached

4. Auto Mode: Let the system run cycles automatically

Architecture

┌─────────────────────────────────────────────────────────────────┐
│                        ORCHESTRATOR                              │
│  Coordinates cycles, manages discussions, tracks discoveries     │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  ┌──────────────────────────────────────────────────────────┐   │
│  │                   EXPLORATION WORLD                        │   │
│  │  • Observational Data (real physics data)                 │   │
│  │  • Simulation Engine (run experiments)                    │   │
│  │  • Discovery Tracking                                     │   │
│  └──────────────────────────────────────────────────────────┘   │
│                                                                  │
│  ┌──────────────────────────────────────────────────────────┐   │
│  │                 PHYSICS KNOWLEDGE BASE                     │   │
│  │  • All verified physical laws                             │   │
│  │  • Unexplained phenomena                                  │   │
│  │  • Mathematical structures                                │   │
│  │  • Cross-domain connections                               │   │
│  └──────────────────────────────────────────────────────────┘   │
│                                                                  │
│  ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐   │
│  │  Euler  │ │ Faraday │ │Democritus│ │ Hubble │ │ Shannon │   │
│  │DeepSeek │ │DeepSeek │ │DeepSeek │ │DeepSeek │ │DeepSeek │   │
│  └────┬────┘ └────┬────┘ └────┬────┘ └────┬────┘ └────┬────┘   │
│       │           │           │           │           │         │
│  ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐   │
│  │Boltzmann│ │  Bohr   │ │Einstein │ │Anderson │ │10th Man │   │
│  │DeepSeek │ │DeepSeek │ │DeepSeek │ │DeepSeek │ │ Claude  │   │
│  └─────────┘ └─────────┘ └─────────┘ └─────────┘ └────┬────┘   │
│                                                        │         │
│                                    CHALLENGES ALL ─────┘         │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

API Endpoints

Endpoint	Method	Description
/api/initialize	POST	Initialize with API keys
/api/session/start	POST	Start exploration session
/api/session/stop	POST	Stop session
/api/cycle	POST	Run one exploration cycle
/api/state	GET	Get system state
/api/theories	GET	Get all proposed theories
/api/discoveries	GET	Get all discoveries
/api/discussions	GET	Get discussion history
/api/agent/:key/query	POST	Query specific agent
/api/experiments	GET	List available experiments
/api/experiment	POST	Run an experiment

WebSocket Events

The system broadcasts real-time events:

• agent_thinking - An agent is processing
• theory_proposed - New theory submitted
• theory_challenged - Tenth Man challenges theory
• experiment_completed - Experiment finished
• discovery - New discovery made
• discussion - Agents discussing a topic

Example Session

Cycle 1:
├── Euler: "I notice the fine structure constant appears in multiple contexts..."
├── Shannon: "What if information is more fundamental than matter?"
├── Hubble: "Galaxy rotation curves suggest missing mass..."
├── TENTH MAN: "Wait - you're assuming Newtonian gravity holds at all scales.
│              What if gravity is modified? MOND has predictions too."
├── [Discussion ensues...]
└── No consensus yet

Cycle 2:
├── Faraday: "We should run experiments on dark matter detection..."
├── Democritus: "Perhaps dark matter is a new particle family..."
├── TENTH MAN: "Every dark matter candidate has failed detection.
│              Perhaps it doesn't exist. What if GR needs modification?"
└── Experiment: Dark matter halo simulation initiated

...and so on

The Philosophy

This system embodies several key principles:

1. Diverse Perspectives: Different agents approach problems from fundamentally different viewpoints, mimicking how scientific breakthroughs often come from unexpected angles.

2. Systematic Skepticism: The Tenth Man ensures no theory is accepted without rigorous challenge, preventing groupthink that has derailed science throughout history.

3. Rich Exploration Space: Agents have access to real observational data and verified physics, but are encouraged to explore the boundaries of what we know.

4. Autonomous Discovery: Each agent thinks independently, then collaborates, mimicking the scientific community's interplay of individual insight and collective validation.

License

MIT

Contributing

This is an experimental system. Contributions welcome for:

• Additional physical phenomena
• New experiment types
• Improved agent prompting
• Better visualization
• Performance optimization