Industrial AI Research

Run a lean, source-aware research workflow for Industrial AI.

Capability Summary

• Structured literature research for Industrial AI and automation topics
• Mandatory four-question intake before any search or synthesis
• Venue-aware source prioritization (arXiv, IEEE, automation venues)
• Four deliverable modes: research-brief, literature-map, venue-ranked survey, research-gap memo
• Contrarian synthesis pass to surface contradictions and under-explored gaps
• Consensus -> disagreement -> limitations -> gap synthesis discipline for survey prose
• Survey draft generation: outline-first writing with per-section evidence packs and optional LaTeX export

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