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Reading an official Hugging Face leaderboard: protocols, majority vote and reproducibility

Reading an official Hugging Face leaderboard: protocols, majority vote and reproducibility

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2 min read
Salesforce Koa builds on open weights but ships closed

Salesforce Koa builds on open weights but ships closed

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3 min read
Practitioner Notes: Idempotent Handoffs Before You Add an LLM to a Custom Workflow

Practitioner Notes: Idempotent Handoffs Before You Add an LLM to a Custom Workflow

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2 min read
My embedding model couldn't find "order 48207". Here's the one-line fix and what LongMemEval said next.

My embedding model couldn't find "order 48207". Here's the one-line fix and what LongMemEval said next.

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3 min read
Protect Your Memory Assets

Protect Your Memory Assets

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5 min read
How to Evaluate RAG Pipeline Quality: Metrics and Test Harness

How to Evaluate RAG Pipeline Quality: Metrics and Test Harness

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5 min read
I ran the same Claude Code skill on Haiku 5.5 twice. Run 1: +55 points. Run 2: nothing. Driftproofhq

I ran the same Claude Code skill on Haiku 5.5 twice. Run 1: +55 points. Run 2: nothing. Driftproofhq

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2 min read
What Makes LLM Testing Different?

What Makes LLM Testing Different?

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Darwin-27B-ZTC-v2 is #1 on the S1MB decision-engine leaderboard

Darwin-27B-ZTC-v2 is #1 on the S1MB decision-engine leaderboard

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2 min read
Local Coding Agent: Weak Model? No, Bad Plumbing

Local Coding Agent: Weak Model? No, Bad Plumbing

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13 min read
How to Run Local AI Models with Ollama and Save Money

How to Run Local AI Models with Ollama and Save Money

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7 min read
Five Things Release Day Caught That Six Weeks of Green Tests Didn't

Why default packaging leaks junk files

Five Things Release Day Caught That Six Weeks of Green Tests Didn't

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5 min read
The Agent Protocols Stopped at the Client — Let's Talk About the Server Half

The Agent Protocols Stopped at the Client — Let's Talk About the Server Half

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7 min read
How to Build a Good Human-in-the-Loop for AI Legal & Contract Work

How to Build a Good Human-in-the-Loop for AI Legal & Contract Work

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8 min read
Predicting the Generative AI Boom: My Tech Presentation in March 2021 (20 Months Before ChatGPT)

Predicting the Generative AI Boom: My Tech Presentation in March 2021 (20 Months Before ChatGPT)

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6 min read
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