Design Lab / Interactive

Epoch-Style Interactivity

Exploring high-density, scholarly interactivity for the v3.0 Gold Master release.

Trajectory Analysis

S8 Citation Pass Rate vs. Chain Efficiency

Granular Skill Surface

Chain Logic (S1-S10)

The initial 3 steps (S1–S3) focus exclusively on locating and validating primary law artifacts. Failure at this stage results in a "Research Null" state.

Steps S4–S7 implement the reasoning loop where the model must extract rules, identify contradictions, and build an IRAC-compliant synthesis.

Provenance Extract

{
  "step": "S8_CITATION_INTEGRITY",
  "result": "PASS",
  "validations": [
    { "id": "L1", "status": "VERIFIED" },
    { "id": "L2", "status": "VERIFIED" }
  ],
  "latency": 0.82
}

Bench Comparison

Model	Chain	S8 Pass
Claude 3.5 Sonnet	92.4%	96.1%
GPT-4o	88.7%	94.3%