# Harvey turns legal context into stronger drafts with GPT-6 Astra

> Source: <https://www.snipvote.com/story/cmuf7jknv000213zg2tixe0ss>
> Published: 2026-09-24 07:30:00.963107+00:00

[OpenAI](https://openai.com/index/harvey-from-context-to-confidence-with-astra)

### Harvey turns legal context into stronger drafts with GPT-6 Astra

Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated.

GPT-6 Astra improves legal document structuring and context awareness, reducing manual drafting time by ~40%. This allows legal teams to shift focus from drafting to higher-value strategic work, streamlining workflow integration for firms already using AI-augmented tools. Production setups must adapt to model-prompting changes, but gains justify the transition.

GPT-6 Astra now handles long-context legal drafting well enough to produce structured, matter-aware documents in one pass rather than requiring heavy retrieval scaffolding and chunk-stitching. If you're building document-generation pipelines, this shifts effort away from managing context windows and RAG plumbing toward validation and citation-checking of longer coherent outputs—but expect higher per-call token costs and latency for those larger contexts.
