AI article

I built an oracle to prove my benchmark needed full document coverage. I only tested it from one end.

Community description: I had a benchmark of retrieval questions over book-length documents, and a claim that answering them...

Dev.to | Oct 16, 2026 | Rickesh T N

Automated excerpt

An oracle that reads the first quarter is not the only partial reader. Neither task ever needed the middle of the document. The task is a counting task for the system and a presence task for the model. of four.

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