Layers of Tomorrow

About Layers of Tomorrow

Discussion of pattern and consequence: Analyzing how present structures become future realities.

Publisher

Layers Staff

Category

news

Language

en

Explicit

No

First episode

31 Dec 2025

Latest episode

13 Feb 2026

Latest episodes

45 episodes in the feed.

1. 

   13 Feb 2026

   The Algorithmic Monoculture: 002 Consequences

   If algorithmic monoculture is a structural consequence of the economics of foundation model development, what resilience strategies can reduce correlated risk — and are any of them viable against the economic forces driving concentration?

2. 

   12 Feb 2026

   The Algorithmic Monoculture: 001 Foundations

   When a handful of foundation models become the cognitive substrate for medical advice, legal research, educational content, and creative output, their shared biases and failure modes propagate everywhere simultaneously — a systemic fragility problem analogous to agricultural monoculture whose...

3. 

   11 Feb 2026

   The Liability Vacuum: 002 Consequences

   What legal framework can close the liability vacuum for AI-caused harm — assigning meaningful accountability without stifling deployment — and what are the consequences if the vacuum persists?