novelty-seeking

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gbanyan 43c025e060 feat: Add experiments framework and novelty-driven agent loop

- Add complete experiments directory with pilot study infrastructure
  - 5 experimental conditions (direct, expert-only, attribute-only, full-pipeline, random-perspective)
  - Human assessment tool with React frontend and FastAPI backend
  - AUT flexibility analysis with jump signal detection
  - Result visualization and metrics computation

- Add novelty-driven agent loop module (experiments/novelty_loop/)
  - NoveltyDrivenTaskAgent with expert perspective perturbation
  - Three termination strategies: breakthrough, exhaust, coverage
  - Interactive CLI demo with colored output
  - Embedding-based novelty scoring

- Add DDC knowledge domain classification data (en/zh)
- Add CLAUDE.md project documentation
- Update research report with experiment findings

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2026-01-20 10:16:21 +08:00

backend

feat: Add experiments framework and novelty-driven agent loop

2026-01-20 10:16:21 +08:00

experiments

feat: Add experiments framework and novelty-driven agent loop

2026-01-20 10:16:21 +08:00

frontend

feat: Enhance patent search and update research documentation

2026-01-19 15:52:33 +08:00

research

feat: Add experiments framework and novelty-driven agent loop