E02¶


Research	R0053 — Prompt Claims
Run	2026-03-31-02
Claim	C001
Source	SRC01
Evidence	SRC01-E02
Type	Factual

Choe's prompt is publicly accessible and implements a strict epistemic hierarchy

URL: https://joohn.substack.com/p/the-copy-and-paste-war-on-ai-for

Extract¶

Choe states the prompt comes from "an article that's now free," indicating public accessibility. The framework implements a strict epistemic hierarchy where provided context takes absolute priority over internal model training data. It mandates "explicit calculation of 'Age of Data'" for claims and prohibits treating 2022-2025 information as current without qualification. Choe advocates for "one-shot" answers over iterative refinement, arguing conversation-based evolution increases error risks.

Relevance to Hypotheses¶

Hypothesis	Relationship	Strength
H1	Supports	Confirms the prompt is published and usable
H2	Supports	Confirms publication and completeness
H3	Contradicts	Directly refutes that the prompt is not published

Context¶

The "now free" designation indicates the content was previously behind a paywall (Patreon) but has since been made publicly available on Substack.