Skip to content
#

theory

Here are 489 public repositories matching this topic...

A systems-thinking essay that explains why failure rarely happens suddenly. It shows how slow drift, accumulating pressure, and weakening buffers push systems toward collapse long before outcomes change, and why prediction-focused analytics miss the most important phase of failure.

  • Updated Dec 15, 2025

A systems-thinking essay that reframes failure as a gradual transition rather than a discrete outcome. It explains how pressure accumulation, weakening buffers, and hidden instability precede visible collapse, and why prediction-based models arrive too late to prevent failure in human-centered systems.

  • Updated Dec 14, 2025

An analytical essay on why prediction-based models fail in reflexive, unstable systems. This article argues that accuracy collapses when models influence behavior, and proposes equilibrium and force-based modeling as a more robust framework for understanding pressure, instability, and transitions in AI-shaped systems.

  • Updated Dec 13, 2025

Improve this page

Add a description, image, and links to the theory topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the theory topic, visit your repo's landing page and select "manage topics."

Learn more