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The 30.6 Short: why a second-place table needed a video, not a screenshot

The 30.6 Short: why a second-place table needed a video, not a screenshot

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1 min read
RAG faithfulness: how to evaluate a RAG and where the metric stops

RAG faithfulness: how to evaluate a RAG and where the metric stops

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6 min read
Why my Arabic debate-scoring engine refuses to give one overall score

Why my Arabic debate-scoring engine refuses to give one overall score

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5 min read
What to Take from Project EVE: The Behavior Sandbox, Not the 6 Return

What to Take from Project EVE: The Behavior Sandbox, Not the 6 Return

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6 min read
LLM Evaluation, Explained: How a Benchmark Produces Comparable Numbers (TL;DR)

LLM Evaluation, Explained: How a Benchmark Produces Comparable Numbers (TL;DR)

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4 min read
How I'd test a robot policy in a tiny controlled world, in Python

How I'd test a robot policy in a tiny controlled world, in Python

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7 min read
Digital Approval Workflow: A Practical Decision Framework

Digital Approval Workflow: A Practical Decision Framework

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5 min read
How an LLM Evaluation Benchmark Produces Comparable Numbers: Inside the Refusal Boundary

How an LLM Evaluation Benchmark Produces Comparable Numbers: Inside the Refusal Boundary

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4 min read
How to stop an LLM from inventing numbers: evidence containment and numeral tracing

How to stop an LLM from inventing numbers: evidence containment and numeral tracing

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3 min read
How LLM Evaluation Produces Comparable Numbers: Inside the LFORLA Capability Retention Benchmark

How LLM Evaluation Produces Comparable Numbers: Inside the LFORLA Capability Retention Benchmark

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3 min read
How LLM Evaluation Actually Works: Inside the LFORLA Team Recruitment Benchmark

How LLM Evaluation Actually Works: Inside the LFORLA Team Recruitment Benchmark

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4 min read
같은 모델을 다시 채점하자 0.21%가 달라졌습니다: 자기개선 고리의 관문을 세우며 잰 채점 잡음의 바닥

같은 모델을 다시 채점하자 0.21%가 달라졌습니다: 자기개선 고리의 관문을 세우며 잰 채점 잡음의 바닥

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3 min read
LLM Evaluation That Actually Compares: Inside the FreeCAD Fix Benchmark

LLM Evaluation That Actually Compares: Inside the FreeCAD Fix Benchmark

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4 min read
Teaching a Small Model to Recognise a Sport From Moving Dots

Teaching a Small Model to Recognise a Sport From Moving Dots

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8 min read
A true claim can still be a hallucination

A true claim can still be a hallucination

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19 min read
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