weak-signals

A model-facing canon for investigative news intelligence, evidence reasoning, public-reality mapping, and AI/RAG use.

Directional intelligence for AI agents. Skate where the puck is going — weak-signal detection, hype separation, incentive mapping, and 6-18 month forecasts.

AI-assisted weak-signal pipeline for structuring public community and Stack Overflow evidence into venture-evaluation support memos.

A foresight and learning repository for translating early AI, cybersecurity and technical signals into strategic relevance for organisations, governance and adoption.

Curated archive of Stephen A. Putman’s conceptual and philosophical work on models, meaning, interpretation, simulation, governance, and human-AI systems. Includes mirrored preprints originally published on Zenodo, with canonical DOI references preserved for citation and redundancy.

Pipeline for building a research dataset of world-model projects from GitHub, including relevance filtering, technical characterisation, and application-domain analysis.

Symbolic tone mapping system for emotional recursion in games, AI, and narrative systems.