---
id: "quote-bitter-lesson"
type: "quote"
source_timestamps: ["00:03:04"]
tags: ["philosophy", "prompting"]
related: ["concept-bitter-lesson-llms"]
speakers: ["Nate B. Jones"]
speaker: "Nate B. Jones"
sources: ["s44-claude-mythos"]
sourceVaultSlug: "s44-claude-mythos"
originDay: 44
---
# "The bitter lesson is that simpler works best."

> **"The bitter lesson is that simpler works best."**
>
> — [[entity-nate-b-jones|Nate B. Jones]], 00:03:04

## Context

The single-line crystallization of the video's central thesis (see [[concept-bitter-lesson-llms]]). As models become exponentially more intelligent, the complex human engineering we previously relied upon becomes a hindrance, and *radical simplicity* is required.

## Connected ideas

- Concept: [[concept-bitter-lesson-llms]]
- Contrarian framing: [[contrarian-complex-prompting-antipattern]]
- Action: [[action-delete-procedural-prompts]]
- Operationalized by: [[concept-outcome-driven-prompting]]