Important caveat: Unlimited does not mean unrestricted. The offer is limited to text chats on Free and Go plans. OpenAI stated it would enforce abuse protections and that the feature shipped in the future tense — it was not available immediately on August 6 .
Paying subscribers received a more substantial upgrade :
OpenAI's headline claim for this update centers on reliability. In an internal evaluation using financial, medical, and legal prompts that demanded precise factual detail, the company found :
These figures come from OpenAI's own testing, not from an independent third-party benchmark . The evaluation focused on high-stakes domains — finance, medicine, and law — where factual precision matters most . The practical implication is that both models are significantly less prone to hallucination on fact-dependent queries, though users in regulated fields should still verify critical outputs against original sources .
OpenAI released the update in phases :
OpenAI's official release notes confirmed that the changes applied specifically to the chat experience in ChatGPT, not to ChatGPT Work or Codex .
While the 62% and 68% factual-error-reduction figures dominated coverage, several analysts noted that they were internal, not independent, and limited to specific prompt types . They represent relative improvement over GPT-5.5 Instant in one evaluation set, not an absolute accuracy guarantee. For users deploying ChatGPT in production or professional workflows, these gains are encouraging but do not eliminate the need for source verification and human review in high-stakes contexts .
Important caveat: Unlimited does not mean unrestricted. The offer is limited to text chats on Free and Go plans. OpenAI stated it would enforce abuse protections and that the feature shipped in the future tense — it was not available immediately on August 6 .
Paying subscribers received a more substantial upgrade :
OpenAI's headline claim for this update centers on reliability. In an internal evaluation using financial, medical, and legal prompts that demanded precise factual detail, the company found :
These figures come from OpenAI's own testing, not from an independent third-party benchmark . The evaluation focused on high-stakes domains — finance, medicine, and law — where factual precision matters most . The practical implication is that both models are significantly less prone to hallucination on fact-dependent queries, though users in regulated fields should still verify critical outputs against original sources .
OpenAI released the update in phases :
OpenAI's official release notes confirmed that the changes applied specifically to the chat experience in ChatGPT, not to ChatGPT Work or Codex .
While the 62% and 68% factual-error-reduction figures dominated coverage, several analysts noted that they were internal, not independent, and limited to specific prompt types . They represent relative improvement over GPT-5.5 Instant in one evaluation set, not an absolute accuracy guarantee. For users deploying ChatGPT in production or professional workflows, these gains are encouraging but do not eliminate the need for source verification and human review in high-stakes contexts .