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Generative AI & Models5 min read

Author finds GPT-6 Astra speeds legal and meeting prep, but notes hallucinations

Over three weeks the author used GPT-6 Astra for daily work and saw dramatic speed gains. The model read a 50‑page contract and highlighted risky clauses in under two minutes, even flagging a potential ¥30 million loss in contradictory articles. Compared with GPT‑5.5, which took about ten minutes, the faster analysis could save hundreds of thousands of yen in consulting fees each month.

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What you can do with it

AI at Work →
ChatGPT by OpenAI

Draft meeting prep in minutes, right inside ChatGPT

Summarises documents, extracts risks, and generates discussion outlines.

Who for
marketers
Cost
Price not stated
Effort
minutes

Use it for

  • Summarise emails
  • Analyse contracts
  • Prepare meetings

How to set it up · From the article

  1. Paste the email text into ChatGPT.
  2. Ask it to "Summarise this email in 5 lines".

Watch out Monthly AI costs can rise quickly with heavy use

ChatGPT in the tool directory · 8 changes covered

Key points from the news

  • GPT-6 Astra analyzed a 50‑page contract in under 2 minutes, flagging a ¥30 million risk.
  • Meeting prep time fell from 1 hour to 15 minutes, saving over 20 hours per month.
  • Hallucinations persist; a cited 2025 market size of ¥2.3 trillion was incorrect.

Meeting preparation dropped from one hour to fifteen minutes, freeing more than 20 hours per month across three weekly meetings. Competitor‑research that previously required a full day was completed in two hours, and summarising incoming English emails took about thirty seconds, eliminating language‑delay friction. The author also praised multimodal features, such as spotting errors in Excel screenshots, and real‑time voice summarisation during meetings.

However, hallucinations remain a problem; a fabricated 2025 market size of ¥2.3 trillion was later disproved. Costs can rise quickly, especially when heavy usage pushes monthly AI bills above expectations, prompting the author to consider cheaper alternatives like Microsoft’s Decision‑1 for simple tasks. The author concludes that mastering AI as a thinking partner, rather than just a text generator, is essential.

Model page: GPT-6 Astra →

The story so far

2 episodes →
  1. Author finds GPT-6 Astra speeds legal and meeting prep, but notes hallucinationsthis story
Full story from note.com · by タクヤ|AI実務ノート · via Search: GPT-6 AstraOpen source ↗

GPT-6 Astra: Honestly, I'm telling you everything

note.com · 18 October 2026

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This text was published by note.com and written by タクヤ|AI実務ノート. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗

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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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