---
id: "quote-ai-detection-impossible"
type: "quote"
source_timestamps: ["00:11:36", "00:11:41"]
tags: ["assessment", "policy"]
related: ["claim-ai-detection-impossible", "contrarian-ai-detectors-are-snake-oil"]
speakers: ["Nate B. Jones"]
speaker: "Nate B. Jones"
sources: ["s10-vibe-codes"]
sourceVaultSlug: "s10-vibe-codes"
originDay: 10
---
# The Impossibility of AI Detection

## Quote

> You will never be able to detect the use of AI in homework, full stop.

## Source

[[entity-nate-b-jones]], in the talk's section on assessment policy.

## Significance

This is the most categorical statement in the talk. It collapses an entire industry (AI-detection software for schools) into snake oil and forces the policy implication: redesign assessment, do not try to police take-homes.

## Direct Implications

- [[claim-ai-detection-impossible]] (the structured form of this assertion)
- [[claim-take-home-exams-dead]]
- [[action-ban-ai-detectors]]
- [[contrarian-ai-detectors-are-snake-oil]]

## Caveats

The enrichment overlay notes that hybrid approaches (watermarking + stylometry) can hit 95% lab accuracy on specific models. The 'never' is rhetorical; the operational claim — that schools cannot reliably detect AI in deployed homework today — is solid.