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John Green

I make my LLM take an exam before trusting it with real work. Writing about verification: severity grading, answer-key drift, and LLM judges.

Steal This Exam. Here's How to Port It to Your Own Pipeline.

Steal This Exam. Here's How to Port It to Your Own Pipeline.

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5 min read

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I Scraped 20,000 YouTube Comments. The Videos and the Comments Were Having Two Different Conversations.

I Scraped 20,000 YouTube Comments. The Videos and the Comments Were Having Two Different Conversations.

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3 min read
It Passed Every Test. That's Why It Can't Ship Yet.

It Passed Every Test. That's Why It Can't Ship Yet.

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3 min read
The Model That Costs 3x More Won by Exactly One Question

The Model That Costs 3x More Won by Exactly One Question

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3 min read
A Reader Caught My Answer Key Drifting Toward the Model

A Reader Caught My Answer Key Drifting Toward the Model

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4 min read
I Made an LLM Re-Grade My Exam. It Found Two Bugs in My Grader.

I Made an LLM Re-Grade My Exam. It Found Two Bugs in My Grader.

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5 min read
Grade Your LLM Pass/Fail and You Will Ship a Disaster

Grade Your LLM Pass/Fail and You Will Ship a Disaster

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3 min read
A Good LLM Exam Is 90% Traps

A Good LLM Exam Is 90% Traps

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3 min read
I Gave My LLM an Exam. The Exam Author Lost 5 Times.

I Gave My LLM an Exam. The Exam Author Lost 5 Times.

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5 min read
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