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AI Bias Detection: How a Fairness Audit Actually Works

AI Bias Detection: How a Fairness Audit Actually Works

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3 min read
How to Prove Training Works on New Hardware: the 0.99 Loss-Trajectory Test

How to Prove Training Works on New Hardware: the 0.99 Loss-Trajectory Test

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2 min read
Your agent benchmark's "user" is a second model, and 24.4% of its successful runs broke the user's own script

Your agent benchmark's "user" is a second model, and 24.4% of its successful runs broke the user's own script

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7 min read
Kandinsky 6.0 on a 16 GB GPU: the official recipe runs out of memory, and only the 29B model passed my Spanish test

Kandinsky 6.0 on a 16 GB GPU: the official recipe runs out of memory, and only the 29B model passed my Spanish test

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2 min read
AI Agent Evaluation: How the LFORLA JS 3D Builder Leaderboard Actually Scores Models

AI Agent Evaluation: How the LFORLA JS 3D Builder Leaderboard Actually Scores Models

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4 min read
일본어 학습 없이 일본어판도 1위: S1MB 영어·일본어 2관왕 Darwin ZTC

일본어 학습 없이 일본어판도 1위: S1MB 영어·일본어 2관왕 Darwin ZTC

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1 min read
Trained Only in English, #1 in Japanese Too: Darwin ZTC on S1MB

Trained Only in English, #1 in Japanese Too: Darwin ZTC on S1MB

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3 min read
디시전 AI 글로벌 벤치마크 'S1MB' 1위: 퍼플렉시티·클라우드플레어·메타 제친 Darwin-27B-ZTC-v5

디시전 AI 글로벌 벤치마크 'S1MB' 1위: 퍼플렉시티·클라우드플레어·메타 제친 Darwin-27B-ZTC-v5

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2 min read
Qwen3.8 vs Ornith 1.5 on a Mac: speed and code review

Qwen3.8 vs Ornith 1.5 on a Mac: speed and code review

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6 min read
How to Read a Public Leaderboard Without Fooling Yourself

How to Read a Public Leaderboard Without Fooling Yourself

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3 min read
LLM Evaluation Explained: How a Benchmark Produces Comparable Numbers

LLM Evaluation Explained: How a Benchmark Produces Comparable Numbers

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3 min read
Model-Level RSI: What It Means When a Model Improves Its Own Weights

Model-Level RSI: What It Means When a Model Improves Its Own Weights

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3 min read
오픈 퀀텀 챌린지(OQC): 재현 가능한 하드웨어 프리 양자 벤치마크

오픈 퀀텀 챌린지(OQC): 재현 가능한 하드웨어 프리 양자 벤치마크

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1 min read
Open Quantum Challenge (OQC): a reproducible, hardware-free quantum benchmark

Open Quantum Challenge (OQC): a reproducible, hardware-free quantum benchmark

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1 min read
Eleven Number-One Records: Measuring a Model That Swept Math, Science, Law and Decisions

Eleven Number-One Records: Measuring a Model That Swept Math, Science, Law and Decisions

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2 min read
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