Author

Sidney Shapiro

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Review Jul 2026

From Patent Expiry to Business Pathways: AI Workflows for Activating Innovation Archives

It is argued that AI can function as a discovery and translation layer for dormant technical knowledge, but that such systems must explicitly represent legal uncertainty, data limitations, and commercialization risk.

Sidney Shapiro, Mark Price · arXiv.org · 0 citations

Review Jul 2026

Graph-Based Agentic AI with LangGraph: Workflow Pathways for Long-Running Stateful Business Processes

This paper is a practitioner guide to graph-based workflow pathways for long-running, stateful, multi-step generative AI systems in business processes and presents three executable recipes to show how typed state, conditional routing, deterministic tools, retries, interrupts, checkpoints, and traces fit together.

Daniel Pearson, Sidney Shapiro, Emiliano Sebastian Gonzalez Venegas et al. · arXiv.org · 0 citations