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Grokking and Delayed Generalisation

Grokking and Delayed Generalisation

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5 min read
Handwriting and Low-Quality Scans

Handwriting and Low-Quality Scans

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5 min read
How Much Data Do You Need to Fine-Tune?

How Much Data Do You Need to Fine-Tune?

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5 min read
Fabricated Citations and Fake References

Fabricated Citations and Fake References

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5 min read
Confidence Scores in Structured Extraction

Confidence Scores in Structured Extraction

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5 min read
Feature Stores and the Problem They Solve

Feature Stores and the Problem They Solve

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6 min read
Refusals: When Safety Training Blocks Legitimate Work

Refusals: When Safety Training Blocks Legitimate Work

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5 min read
Licensing: What You May Legally Fine-Tune and Deploy

Licensing: What You May Legally Fine-Tune and Deploy

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5 min read
Can You Trust a Model’s Stated Reasoning?

Can You Trust a Model’s Stated Reasoning?

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4 min read
What “Explanation” Means to an Auditor

What “Explanation” Means to an Auditor

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6 min read
Constrained Decoding: How Schema Enforcement Actually Works

Constrained Decoding: How Schema Enforcement Actually Works

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4 min read
Budgeting the Context Window Across a Session

Budgeting the Context Window Across a Session

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5 min read
Selective Attention: Filtering Before You Fill

Selective Attention: Filtering Before You Fill

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5 min read
Feature Engineering: Still the Highest-Leverage Work

Feature Engineering: Still the Highest-Leverage Work

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5 min read
HMAC Secrets Explained: Authentication You Can Actually Implement

HMAC Secrets Explained: Authentication You Can Actually Implement

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6 min read
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