Insights

Research and practical analysis for consequential AI.

Insights covers consequential AI, Responsible AI, AI Governance, AI economics, workflow implementation, pilot efficacy, and Decision Control.

Recurring editorial questions

The questions that keep showing up.

These questions shape the essays, talks, and newsletter issues published here.

  • Where is AI actually creating value?
  • Where can AI take on more responsibility?
  • What has to be proven before an AI initiative should scale?
  • Can the organization explain why AI was allowed to act?
  • What happens to the economics when human control grows with automation?
Latest

Latest from GNS-AI.

Essays, videos, talks, and company updates focused on the operating questions that determine whether AI creates value.

Articles & Decision Cortex

Deep dives on proving AI value, scaling production systems, and controlling consequential decisions.

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Videos

Short explainers, interviews, and practical walkthroughs on the same operating problems.

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Appearances & press

Podcasts, talks, panels, interviews, announcements, and other public GNS-AI activity.

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Pilot-to-Production Scorecard

Twenty questions to test whether an AI pilot has proved enough before more money or authority is committed.

Open the scorecard
The Decision Cortex

Primary newsletter destination.

The Decision Cortex is the primary newsletter for longer-form analysis on consequential AI and Decision Control.