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The Human Data Desk
Deep dive into AI data operations, emerging methods, and case studies from the systems shaping model intelligence.
- The Ethics Layer in Human Data
The people shaping model behaviour are finally part of the conversation
- LLM as a Judge
The heavy lifting nature of agentic evaluation, and the humans keeping it honest
- The Benchmark With Teeth
Why asking AI to draw Gary Busey tells us more than it probably should
- SWE-Bench and the Machinery of Doubt
The operational work behind a SWE-bench score that can survive scrutiny
- Annotation Has a Control Room
The hidden operating layer behind the most ordinary annotation task.
- Holding the Signal
What it takes to keep a Human Data Programme coherent