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#openai

Operator notes filed under openai — chronological, newest first.

Prompt injection shown as a warehouse mail-room wall under overhead industrial light, with wax-sealed inbound envelopes, a torn unlabeled flyer in the wrong pigeonhole, and a padlocked outgoing bin.
Sep 19, 2026 · 3 min

Prompt injection when your agent reads customer email

Prompt injection is when email or web text hijacks your AI agent. OpenAI's GPT-Red cut failures 6x on GPT-5.6 — keep CRM writes behind a kill switch.

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A calm contractor front desk with an open paper appointment book, a handwritten job log, and a marker-drawn call-flow board, standing in for what the GPT-Live API still does not replace.
Sep 11, 2026 · 3 min

GPT-Live API still isn't a business receptionist

GPT-Live API shipped Sep 10, 2026 at $0.05/min. It is a full-duplex voice layer, not an $8k owned receptionist that books jobs and writes CRM notes.

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Printed salon lookbook and an open paper appointment book on a marble station, standing in for ChatGPT Images 2.5 creative work without a screen.
Sep 9, 2026 · 3 min

ChatGPT Images 2.5 still won't convert your homepage

ChatGPT Images 2.5 shipped Sep 8, 2026 with up to 50% faster generation. Use it for drafts; a converting site is still a one-time custom build.

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A calm operations desk with a handwritten GPT-6 Astra workflow map, color-coded client cards, and an open paper appointment book under warm window light.
Sep 5, 2026 · 3 min

GPT-6 Astra for small business: CRM clicks, not missed calls

GPT-6 Astra shipped Sep 3, 2026: SOTA computer use in ChatGPT and the API at $10/$50 per million tokens. For owners, it still will not catch missed calls.

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Michael Heredia

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