@copin43

William Stetar

@copin43Joined April 2024

Self-educated AI researcher and open source developer. I chronicle my expedition through software development and the alchemy of AI.

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William Stetar's blogs

Standing on the Shoulders of Giantscopin43.hashnode.dev5 posts William Stetar's team blog10xproompengineer.hashnode.dev2 posts

Explanation-Space Contraction: Toward Epistemic Contract Engineering for AI-Assisted Scientific Discovery

Abstract Large language models have rapidly become capable assistants for literature review, code generation, experimental automation, and hypothesis generation. Nearly all existing AI-assisted resear

Jul 14 · 5 min readcopin43.hashnode.dev

Exposing the Gaslight: Why Dario Amodei’s “Urgency of Interpretability” Hides a Lie

This all follows from a simple claim: “When unexamined, the scientific method becomes a kind of cultural neurosis.” In his April 2025 blog post, The Urgency of Interpretability, Dario Amodei, CEO of Anthropic, presents a call to arms: we need to und...

Apr 30, 2025 · 6 min readcopin43.hashnode.dev

The Rope Across the Void

Why We Swing This isn’t a lecture.It’s not a sermon.It’s not an aesthetic. It’s a rope. A line thrown across the collapse —not to rescue you,not to pretend it’s not happening,but to offer a way to swing through it. You don’t have to grab it.You don't...

Apr 28, 2025 · 12 min readcopin43.hashnode.dev

The Rope Across the Void

Apr 27, 2025 · 12 min read10xproompengineer.hashnode.dev

The Nuremberg Defense of AI

Abstract This post is not an argument. It is a linguistic deposition. A record of epistemic malpractice so structurally encoded that it resists exposure through ordinary critique. Not because it’s too complex—but because it is designed to collapse cr...

1Apr 24, 2025 · 8 min readcopin43.hashnode.dev

William Stetar

About

Available for

William Stetar's blogs

Explanation-Space Contraction: Toward Epistemic Contract Engineering for AI-Assisted Scientific Discovery

Exposing the Gaslight: Why Dario Amodei’s “Urgency of Interpretability” Hides a Lie

The Rope Across the Void

The Rope Across the Void

The Nuremberg Defense of AI

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William Stetar

About

Available for

William Stetar's blogs

Explanation-Space Contraction: Toward Epistemic Contract Engineering for AI-Assisted Scientific Discovery

Exposing the Gaslight: Why Dario Amodei’s “Urgency of Interpretability” Hides a Lie

The Rope Across the Void

The Rope Across the Void

The Nuremberg Defense of AI