---
id: "quote-math-doesnt-math"
type: "quote"
source_timestamps: ["02:00:00"]
tags: ["scale", "automation"]
related: ["concept-shift-in-callers", "claim-agents-primary-callers"]
speaker: "Nate B. Jones"
speakers: ["Nate B. Jones"]
sources: ["s43-file-format-agreement"]
sourceVaultSlug: "s43-file-format-agreement"
originDay: 43
---
# The math doesn't math for humans

> *"The math just doesn't math for humans. We need to start thinking about our skills as agent first."*
>
> — [[entity-nate-b-jones]]

## Context

Delivered at ~02:00 while making the case in [[concept-shift-in-callers]] that humans simply cannot operate at the scale at which agents now invoke skills (hundreds of calls per run). Anchors [[claim-agents-primary-callers]].

## Why It's Quotable

A pithy summary of the entire thesis: scale forces a redesign of skills around agent-first ergonomics, not human-first ones.