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AI Model Evaluation: Best Practices for Testing and Validation

AI Model Evaluation: Best Practices for Testing and Validation

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2 min read
Stop asking the model that wrote the code to review it

Stop asking the model that wrote the code to review it

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2 min read
El modelo encontró evidencia relevante y aun así falló: por qué “alucinación” se me quedó corta

El modelo encontró evidencia relevante y aun así falló: por qué “alucinación” se me quedó corta

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4 min read
The sleep loop is the tell: agents that pay per action optimize to do nothing

The sleep loop is the tell: agents that pay per action optimize to do nothing

Comments 1
2 min read
The model did the reverse-engineering. The validator was the hard part.

The model did the reverse-engineering. The validator was the hard part.

Comments 1
2 min read
Judging AI hackathon projects: what to check when every team says 'we used AI'

Judging AI hackathon projects: what to check when every team says 'we used AI'

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3 min read
How to evaluate a RAG system: recall, faithfulness and the questions that matter

How to evaluate a RAG system: recall, faithfulness and the questions that matter

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3 min read
The benchmark that disproved its own result

The benchmark that disproved its own result

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6 min read
How to Evaluate AI Agents

How to Evaluate AI Agents

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7 min read
JuryTrace: make agent-judge failures inspectable

JuryTrace: make agent-judge failures inspectable

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4 min read
My board never scored an outage as a regression. My evidence couldn't prove it.

My board never scored an outage as a regression. My evidence couldn't prove it.

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5 min read
We spent two days bisecting a prompt change. The regression was noise.

We spent two days bisecting a prompt change. The regression was noise.

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1 min read
They knew it wasn't the model. They patched it anyway.

They knew it wasn't the model. They patched it anyway.

Comments 6
9 min read
Nineteen of twenty patched the symptom

Nineteen of twenty patched the symptom

Comments 2
9 min read
Production-Ready Multi-Turn Evaluation

Production-Ready Multi-Turn Evaluation

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7 min read
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