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"Works on My Machine" Now Includes the Agent's Machine

"Works on My Machine" Now Includes the Agent's Machine

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5 min read
Ensuring Deterministic Behavior in 3D Particle Engines: Balancing Reproducibility, Compatibility, and API Simplicity

Ensuring Deterministic Behavior in 3D Particle Engines: Balancing Reproducibility, Compatibility, and API Simplicity

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11 min read
How to Evaluate an AI Coding Assistant on a Real Task

How to Evaluate an AI Coding Assistant on a Real Task

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2 min read
Eleven of Canada's open food-chemistry files checked against their reports: the totals match, the splits don't

Eleven of Canada's open food-chemistry files checked against their reports: the totals match, the splits don't

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4 min read
Canada's open baby-food data: a 1000x unit label, a 10x table slip, and lead vs the FDA's action levels

Canada's open baby-food data: a 1000x unit label, a 10x table slip, and lead vs the FDA's action levels

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4 min read
What breaks when you reproduce Canada's open food-safety data

What breaks when you reproduce Canada's open food-safety data

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4 min read
I Set Every Seed and Trained Twice. The Models Diverged at Step 1

I Set Every Seed and Trained Twice. The Models Diverged at Step 1

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4 min read
Output Parity Is Not Input Parity: What Execution Evidence Must Bind

Output Parity Is Not Input Parity: What Execution Evidence Must Bind

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5 min read
Temperature 0 is not reproducible. I measured 30 percent of my output changing between identical runs.

Temperature 0 is not reproducible. I measured 30 percent of my output changing between identical runs.

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3 min read
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