The Zero-Cost Production Fallacy & Cognitive Pollution

When a technology drives the marginal cost of producing a resource toward zero, the economic bottleneck immediately shifts to the consumption and filtering mechanism.

Generative foundation models made the generation of words, code boilerplate, and slide decks free. The unintended consequence is what we call Cognitive Pollution.

The Acoustic Feedback Loop

In corporate organizations today, Product Managers use LLMs to draft 10-page requirement specifications. Engineers and designers use LLMs to summarize those 10 pages back into 3 bullet points.

This is a closed acoustic feedback loop. It consumes compute and human attention while generating zero operational clarity. Summarizing useless text produces shorter useless text.

Coordination as the True Scarcity

The scarce asset in the modern enterprise is no longer the ability to write a memo or generate a pull request; it is shared organizational coherence.

When everyone can produce infinite output, how do we ensure that Squad A's output does not directly contradict Squad B's commitments? The answer lies not in more text generation, but in mathematical graph compilation and continuous background conflict detection.