---
id: "concept-unmetered-intelligence"
type: "concept"
source_timestamps: ["01:15:20"]
tags: ["macro-economics", "future-of-work", "artificial-intelligence"]
related: ["claim-ai-abundance", "question-economic-impact-unmetered-intelligence", "quote-brush-masterpiece", "entity-zack-kass"]
definition: "The impending era where high-level cognitive ability becomes a cheap, abundant, and universally accessible commodity."
coined_by: "Zack Kass"
---
# Unmetered Intelligence

## Definition
The impending era where high-level cognitive ability becomes a cheap, abundant, and universally accessible commodity.

## Origin
Coined by [[entity-zack-kass]] (former Head of Go-To-Market at [[entity-openai]]).

## Core Idea
Historically, human progress has been gated by the cost and availability of brilliant minds. As AI models scale, intelligence will become a cheap, abundant commodity, much like electricity or water. This shift means that raw intellectual horsepower will no longer be a competitive moat for individuals or businesses. Instead, success will be determined by one's ability to direct, leverage, and apply this abundant intelligence to solve problems and create value.

## Why It Matters
If intelligence itself stops being scarce, the strategic question becomes *how do I direct it?* — which is the central thesis of the entire summit and the rationale behind frameworks like [[framework-4-levers-of-ai]] and [[framework-3-levels-of-ai-fluency]].

## Evidence & Validation
Aligns with the "intelligence explosion" forecasts (Epoch AI projections of ~10^25 FLOPs by 2030 making cognition dirt-cheap). GPT-4o-class inference is already projected at <$0.01 per million tokens. Critiques highlight inequality of access and energy/regulatory caps that may slow commoditization.

## Connected Notes
- Direct claim: [[claim-ai-abundance]]
- Open question: [[question-economic-impact-unmetered-intelligence]]
- Defining quote: [[quote-brush-masterpiece]]
- Counter-perspective: see *cognitive underemployment* warnings discussed in [[question-economic-impact-unmetered-intelligence]]