Beyond Automating Bottlenecks
Why the next big win is not just faster workflow, but better work selection
Renaissance Solutions Library
A reading room for practical judgment, useful systems, and the work of making things better.
Search the LibraryWhy the next big win is not just faster workflow, but better work selection
What it took to turn scattered notes, an AI agent, and a shifting workspace into a collaboration that actually got better over time.
A convincing response can still be a useful object of investigation.
A PDF investigation shows how sensible suggestions from an AI agent can add up to unplanned work—and why deciding what is enough takes human attention.
AI agents use interfaces designed for people who bring context and learn through experience. What happens when they arrive without either?
Chicago's Deep Tunnel offers lessons for investing in AI defense, finding bottlenecks, and adjusting when future demands exceed our plans.
Alex Cannella applies familiar problem-solving methods to active AI incidents, smoldering problems, and conditions that could fuel future failures.
A retrospective lab notebook tracing experiments, measurement mistakes, and imperfect results when an AI must pause an unsupported action while continuing useful research.
Use disagreement with a coding agent to uncover missing context, preserve decisions, and improve how you work together.
Separate feelings, evidence, constraints, and assumptions when working with AI, while keeping research findings and practical hypotheses distinct.
How unspoken questions and missing dissent can prevent ideas from meeting—and what organizations can do to protect discovery.