Alexander Doria(@Dorialexander):Same feel. What makes (harder) document processing still frontier is that you really benefit from high parameter space: running mostly on Astra for initial annotation, Gemma 4 31b for finetuning.

Alexander Doria

@Dorialexander

building open ai infrastructure @pleiasfr — χαλεπὰ τὰ καλά

Joined April 2011

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Alexander Doria@Dorialexander

2026.09.28 22:57

Same feel. What makes (harder) document processing still frontier is that you really benefit from high parameter space: running mostly on Astra for initial annotation, Gemma 4 31b for finetuning.

Yifei Hu@hu_yifei

2026.09.28 20:57

Benchmarked gpt-6-sol for some domain-specific document parsing use cases (against a fixed baseline). Today's gpt-6-sol is definitely better than last week's version, but it's still very far from gpt-6-astra. Benchmark was vibed by astra.