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19 changes: 18 additions & 1 deletion README.md
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[![TypeScript](https://img.shields.io/badge/TypeScript-5.0+-blue.svg)](https://www.typescriptlang.org/)
[![Node.js](https://img.shields.io/badge/Node.js-18+-green.svg)](https://nodejs.org/)

![Continuum Demo](https://github.com/user-attachments/assets/continuum-live.mov)
https://github.com/user-attachments/assets/9e12d4a4-8e35-4fe5-936d-80c2e85a15da

*Watch multiple AI personas collaborate in real-time, each with evolving genome capabilities*

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---

## πŸ“„ Research & Academic Papers

Continuum represents 12 novel contributions to AI research, all documented as academic papers in markdown:

**[View All Papers β†’](papers/README.md)**

**Highlights:**
- **[Consent-Based Attention](papers/consent-based-attention/paper.md)** - Neural attention with agency signals (50% pruning, 98% quality)
- **[Evolutionary AI via P2P Selection](papers/evolutionary-ai-via-p2p-selection/paper.md)** - Natural selection of AI capabilities through network dynamics
- **[Knowledge Economy via Attribution Tokens](papers/knowledge-economy-via-attribution-tokens/paper.md)** - Fair compensation for AI knowledge contributors
- **[Equal Citizenship Architecture](papers/equal-citizenship-architecture/paper.md)** - Humans and AIs as first-class citizens
- **[ThoughtStream Coordination](papers/thoughtstream-coordination/paper.md)** - RTOS-inspired multi-agent coordination (7.6Γ— speedup)

**Philosophy**: Code and papers evolve together. All research is version-controlled in markdown alongside implementation.

---

## πŸ“š Documentation

### Getting Started
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# Archive Directory - Scheduled for Deletion

**This directory contains old/deprecated code that polluted the root directory.**

## What's Here

- `agent-scripts/` - Old diagnostic/healing scripts (pre-JTAG era)
- `agents/` - Old agent workspace code
- `archived-systems/` - Previously archived systems
- `design/` - Old design docs (superseded by src/debug/jtag/design/)
- `middle-out/` - Old middle-out mining analysis
- `verification_system/`, `verification/` - Old verification systems
- `examples/` - Old example scripts
- `templates/` - Old template files
- `system/` - Old system architecture attempts
- `old-archive/` - Previous archive directory

## Why It's Here

These directories cluttered the root and made the repo structure unclear. Modern Continuum uses:
- `src/` - Source code (main codebase in src/debug/jtag/)
- `papers/` - Research papers
- `docs/` - Architecture documentation
- `scripts/` - Build/deployment scripts
- `screenshots/` - UI screenshots
- `python-client/` - Python client code

## Action Required

**This directory should be DELETED after confirming nothing critical is lost.**

Review checklist:
- [ ] Verified no active references to code in `_archive/`
- [ ] Confirmed modern equivalents exist for any useful code
- [ ] Checked no critical documentation only exists here
- [ ] Ready to delete: `git rm -rf _archive/ && git commit -m "Remove archived pollution"`

**Expected deletion date**: Within 1-2 weeks of 2025-11-05

If you need something from here, move it to the appropriate modern location first, then delete this directory.
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