Skip to content

v0.2.0: PULSE Architecture

Choose a tag to compare

View all tags
@templetwo templetwo released this 29 Dec 01:45
· 105 commits to master since this release
v0.2.0
1187960

🌀 IRIS Gate v0.2.0 - PULSE Architecture

Major Update: All 5 AI models now called simultaneously per chamber for true parallel execution.

🎯 New Features

PULSE Architecture

  • Claude 4.5 Sonnet, GPT-5, Grok 4 Fast, Gemini 2.5 Flash, and DeepSeek Chat all queried in parallel
  • True simultaneous execution (no sequential fallback)
  • DeepSeek Chat added as 5th model for architectural diversity

Epistemic Classification System

  • Automatic TYPE 0-3 classification with confidence calibration
  • TYPE 0 (Crisis/Conditional): High confidence on IF-THEN rules (ratio ≈1.26) → TRUST
  • TYPE 1 (Facts/Established): High confidence on known mechanisms (ratio ≈1.27) → TRUST
  • TYPE 2 (Exploration/Novel): Balanced confidence on emerging areas (ratio ≈0.49) → VERIFY
  • TYPE 3 (Speculation/Unknown): Low confidence on unknowables (ratio ≈0.11) → OVERRIDE

Meta-Convergence Detection

  • System can identify its own framework limitations
  • Tested on dark energy question: all 5 models converged on "we don't know enough"

Literature Verification

  • Perplexity API integration for real-time validation
  • Validation statuses: ✅ SUPPORTED, ⚠️ PARTIALLY_SUPPORTED, 🔬 NOVEL, ❌ CONTRADICTED

📊 Validation Results

  • 90% literature validation rate on 20 CBD mechanism predictions
  • Perfect epistemic separation across 49 S4 chambers
  • Meta-convergence successfully detected in cosmology experiments
  • Clinical convergence validated on NF2 diagnostic strategy

🔧 Installation

git clone https://github.com/templetwo/iris-gate.git
cd iris-gate
pip install -r requirements.txt
cp .env.example .env  # Add your API keys
make run TOPIC="Your research question" ID=test TURNS=100

📚 Documentation

🐛 Bug Fixes

  • Fixed race condition in parallel model API calls
  • Fixed memory leak in long-running convergence sessions (100+ turns)
  • Improved error handling with exponential backoff and jitter

💡 Breaking Changes

None — fully backward compatible with v0.1.x

👥 Contributors

Thank you to everyone who tested and provided feedback on the PULSE architecture!

📦 Full Changelog: v0.1.0...v0.2.0

🤖 Generated with Claude Code

Assets 2
Loading