Quote 308 · Brian Grinstead

Said in a video · quote 3088 Nov 2026

00:34 our layered defenses. Its reproducible / 00:36 test cases and fix patches helped our / 00:38 engineers land fixes quickly and get / 00:40 them out to users.

Brian Grinstead

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Where it was said

Brian Grinstead on GPT-6 Cyber and Firefox (OpenAI video)
OpenAI · 5 Nov 2026 · at 0:34

Watch it at 0:34 archived copy

Checked

Matched word for word against the video's transcript by the notis newsroom on 8 Nov 2026.

The fact it supports: Grinstead says the model's 'reproducible test cases and fix patches helped our engineers land fixes quickly and get them out to users' (0:34).

In the story

GPT-6 Cyber found novel Firefox bugs and helped land fixes, Mozilla's Grinstead says 8 Nov 2026

Cite this quote

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In a sentence

“00:34  our layered defenses. Its reproducible / 00:36  test cases and fix patches helped our / 00:38  engineers land fixes quickly and get / 00:40  them out to users.” Brian Grinstead. From Brian Grinstead on GPT-6 Cyber and Firefox (OpenAI video) (OpenAI) at 0:34. Quoted by ai notis. https://ainotis.com/q/308

As a reference (APA style)

Brian Grinstead. (2026, November 5). “00:34  our layered defenses. Its reproducible / 00:36  test cases and fix patches helped our / 00:38  engineers land fixes quickly and get / 00:40  them out to users.” [Video at 0:34]. https://ainotis.com/q/308

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