OpenAI cut hallucinations in ChatGPT by 52% — new GPT-5.5 Instant model

OpenAI improved ChatGPT’s accuracy. The new GPT-5.5 Instant model produces 52.5% fewer hallucinations on risky prompts (medicine, law, finance) and 37.3% fewer errors in complex conversations. It is the new default.

AI-processed from The Verge; edited by Hamidun News
OpenAI cut hallucinations in ChatGPT by 52% — new GPT-5.5 Instant model
Source: The Verge. Collage: Hamidun News.
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Article Fact Sheet & Key Figures
ParameterDetails
Primary sourceThe Verge ↗
Editor-in-Chief
Key metric #1Medicine and diagnosis
Key metric #2Legal advice and interpretation of laws
Key metric #3Financial planning and investments

OpenAI introduced an updated default model for ChatGPT — GPT-5.5 Instant, which works significantly more honestly and produces far fewer fabrications.

Improvement Figures

Hallucinations (when a model fabricates false information) have long frustrated ChatGPT users. OpenAI states that based on internal testing, GPT-5.5 Instant produced 52.5% fewer fabricated facts than the previous Instant for GPT-5.3, especially on high-risk questions from medicine, law, and finance. On complex conversations that users themselves marked as containing errors, the new model reduced inaccurate statements by 37.3%. This is significant progress for domains where an error can cost money or health.

Where It Helps Most

Improvements are most noticeable where errors are critical:

  • Medicine and diagnosis
  • Legal advice and interpretation of laws
  • Financial planning and investments
  • Complex technical questions
  • Fact-checking and information verification

When It Can Still Make Mistakes

OpenAI doesn't hide that this isn't a panacea. While hallucinations have decreased, they haven't disappeared entirely. The model can still make errors on completely new facts not in its training data, and on highly specialized questions requiring rare expertise.

What This Means

The transition to GPT-5.5 Instant as the default is a signal that OpenAI is serious about reliability. For users who rely on ChatGPT for critical information work, this improvement is noticeable. But healthy skepticism is still necessary: verify facts in important decisions, don't blindly trust the answers.

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Key Questions Answered

What are the key details on Improvement Figures?

Hallucinations (when a model fabricates false information) have long frustrated ChatGPT users. OpenAI states that based on internal testing, GPT-5.5 Instant produced 52.5% fewer fabricated facts than the previous Instant for GPT-5.3, especially on high-risk questions from medicine, law, and finance. On complex conversations that users themselves marked as containing errors, the new model reduced inaccurate statements by 37.3%. This is significant progress for domains where an error can cost money or health.

Where It Helps Most?

Improvements are most noticeable where errors are critical: Medicine and diagnosis Legal advice and interpretation of laws Financial planning and investments Complex technical questions Fact-checking and information verification

When It Can Still Make Mistakes?

OpenAI doesn't hide that this isn't a panacea. While hallucinations have decreased, they haven't disappeared entirely. The model can still make errors on completely new facts not in its training data, and on highly specialized questions requiring rare expertise.

ZK
Zhemal Khamidun — CPO at Alpina Digital, product manager of AlpinaGPT. Building AI products since 2019. Hamidun News is a pet project that grew into a production aggregator with 6,000+ readers.
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