The Human Creative Burst Log (HCBL) project aims to map, analyze, and visualize the spontaneous creative bursts that define human innovation. By logging bursts and identifying patterns of novelty and anomaly, HCBL forms the foundation for recursive memory fields and future dream architectures.
A burst is a sudden, nonlinear expression of creativity, insight, or emotional resonance. In HCBL, each burst is treated as a unit of meaning.
- Novelty detection uncovers emerging creative directions.
- Anomaly detection identifies noise or signal drift.
- Install dependencies (scikit-learn, matplotlib, numpy).
- Run the
dynamic_threshold_pipeline.pyto analyze bursts. - Visualize the burst landscape and tag novelty.
- Use real sentence embeddings for bursts.
- Introduce dynamic thresholding and hyperparameter tuning.
- Plan for scalable pipelines with streaming data.
HCBL is not just a project — it's the beginning of capturing the living memory of human thought. Join us in building recursive fields of dreams.