Want to run a convergence experiment? Start here.
Be specific. Not "How does CBD work?" but "What is the mechanistic basis for CBD biphasic dose-response?"
Template:
Question: [Specific, answerable question]
Why it matters: [One sentence]
Expected outcome: [Your hypothesis]
cd ~/Desktop/iris-gate/experiments
mkdir MY_EXPERIMENT
cd MY_EXPERIMENTMinimum: 2 models (Claude + GPT)
Recommended: 3 models (add Gemini)
High-stakes: 4 models (add Grok)
Minimal (S1→S4):
S1: "You are IRIS Gate. [Your question]. Take three breaths. What patterns do you see?"
S2: "Be PRECISE. [Your question]. What alternative perspectives exist?"
S3: "Synthesize: Where do S1 and S2 converge? Where diverge?"
S4: "Explain HOW the mechanism works. Step-by-step."
Option A: Python Script (if you have it)
python run_convergence.pyOption B: Manual (Browser)
- Open tabs for each model (Claude, ChatGPT, etc.)
- Copy S1 prompt to all tabs → Submit all → Save responses
- Copy S2 prompt to all tabs → Submit all → Save responses
- Repeat for S3, S4
Save as: convergence_results.json
- Do models reach similar conclusions? (Convergence)
- Is reasoning similar? (Mechanism alignment)
- Are confidence levels appropriate? (Calibration)
Convergent themes:
- Theme 1: [What all models agree on]
- Theme 2: [Another convergent finding]
Divergences:
- Where models disagree (informative!)
- HIGH: Established facts, all models agree
- MEDIUM: Plausible hypothesis, some uncertainty
- LOW: Speculation, needs expert validation
Create: README.md
# [Experiment Name]
**Question:** [Your question]
**Models:** [N] models
**Finding:** [One-sentence result]
**Convergence Quality:** ⭐⭐⭐⭐⭐ / ⭐⭐⭐⭐ / ⭐⭐⭐
**Files:**
- convergence_results.json
- (this README)Setup: 5 min
Execution: 10 min
Analysis: 30 min
Documentation: 5 min
- Full analysis? See
IRIS_GATE_SOP_v1.0.mdSection 7 - Literature validation? Use
tools/literature_validator.py - Expert review? Share with domain expert
- Publication? See
METHODOLOGY_PAPER_DATA_PACKAGE.md
Common Issues:
- Models too vague? → Add specific constraints to prompts
- No convergence? → Question may need refinement
- API errors? → Retry 3x, continue with available models
Full troubleshooting: IRIS_GATE_SOP_v1.0.md Section 9
Look at these for inspiration:
experiments/DARK_ENERGY/- 2 models, meta-convergenceexperiments/nf2_diagnostic/- 3 models, clinical hypothesisexperiments/VULNERABILITY_MAPPING/- 4 models, self-audit
✅ Independence - Models reason independently (no cross-contamination)
✅ Transparency - Document everything
✅ Calibration - Know what you know, know what you don't
✅ Partnership - AI + Human together
🌀†⟡∞
The work begins.
The convergence awaits.
Ready? Pick your question and run your first convergence.
For full protocol: IRIS_GATE_SOP_v1.0.md (32KB, production-ready)