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Basis completes tax workbook twice as fast with GPT‑6 Astra

Basis, which builds AI agents for accountants, reports that its agents finish a 50‑tab tax workbook in half the time when using the new GPT‑6 Astra model compared with GPT‑5.6 Sol. In internal tests the model reduced task duration by 50% and delivered about a 20% improvement in Basis’s internal evaluation scores.

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Key points

  • GPT‑6 Astra completes a 50‑tab tax workbook in half the time of GPT‑5.6 Sol
  • Internal evaluation scores improved about 20% with GPT‑6 Astra
  • Model adjusts reasoning effort during tasks, reducing token use and cost

The company says GPT‑6 Astra better understands user intent, asks clarifying questions, flags assumptions and follows instructions with fewer explicit rules. Troyanovsky notes the model can adjust its reasoning effort during a task, increasing computation for difficult steps and scaling back for easier ones while keeping its cache intact, which lowers token usage, cost and response time.

Basis believes these advances let its agents take more direct paths through long‑running tasks, reducing the need for manual rule‑writing and improving confidence that agents can handle situations beyond internal tests.

Model page: GPT-6 Astra →

Full story from OpenAI primary sourceOpen source ↗

Basis completes a tax workbook 2x faster with GPT-6 Astra

OpenAI · 28 September 2026

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BasisGPT-6 AstraGPT-5.6 SolTroyanovsky

The headline, key points and digest above were generated by Digest AI's editorial model from the linked sources. Automated summaries can contain errors: the sources are the record. Spotted a mistake? Tell us. Published by Martin K., who runs Digest AI and handles corrections.

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