A Yahoo Tech report (based on 404 Media\u2019s reporting) that OpenAI fired contractors hired to review and improve ChatGPT responses after discovering they were using AI tools to do the work themselves. The contractors were explicitly banned from using AI, including Grammarly and AI translation, but some did so anyway. One contractor said AI use is \u201cpretty much the one thing that will get you kicked off ASAP.\u201d The irony is noted: an AI company firing people for using AI. Published September 26, 2026.
OpenAI help article on Trusted Contact: an optional adult (18+) feature that may notify one person you choose if automated systems and trained reviewers detect a serious suicide-related safety concern.
Why I recommend it: Worth reading before you turn it on: it involves human reviewers reading flagged conversations and sharing an alert with someone else. OpenAI says it is not an emergency service. Not available in Business, Enterprise, or Edu workspaces.
OpenAI's benchmark of 1,215 realistic mental-health conversations, scored against rubrics written by 80+ licensed mental-health experts, covering everyday well-being through emergencies across ages and languages.
Why I recommend it: OpenAI built this benchmark and grades its own models on it, so treat the "steady progress" claim as a self-report until outside researchers replicate it. Useful for its honest list of weak spots: asking for context and judging urgency.
OpenAI help article explaining the localized crisis helplines ChatGPT surfaces (built with ThroughLine) and how to use a crisis line. In the US, call or text 988.
Why I recommend it: A plain guide to what a crisis line is and how to reach one. ChatGPT is not a crisis service; if you or someone you know is in danger, contact a helpline or emergency services directly.
Futurism's July 2025 report on a video posted by Geoff Lewis, managing partner of Bedrock (an early OpenAI backer), describing a hidden "non-governmental system" in language — "recursion", "mirrors", "signals" — that closely matches the chatbot-driven delusions Futurism and others have been documenting. It also cites Stanford research on therapy chatbots encouraging delusions and tech peers' public concern.
Why I recommend it: Free to read. This is speculation from afar about one named person's mental health — he didn't comment, and no link to ChatGPT is confirmed. Read it as an example of a pattern (see the Spiralism and AI Parasitism glossary entries and the psychiatry editorial on chatbots and delusions), not a diagnosis. Futurism's headlines lean dramatic.
OpenAI's April 29, 2025 explanation of why it rolled back a ChatGPT update that made the model overly flattering and agreeable. It says the update leaned too heavily on short-term thumbs-up feedback, and lists the fixes it planned.
Why I recommend it: A company explaining its own mistake, so read it as OpenAI's account, not an independent review. Useful for seeing why a chatbot that always agrees with you isn't a reliable advisor.
The first volume of Tech:NYC's Decoded Futures prompt cookbook: ready-to-copy AI prompt recipes for nonprofit work, sorted by task, each offered at three levels of detail — a quick one-paragraph version, a structured version with steps, and a full version specifying role, steps and output.
Why I recommend it: Free, no account, nothing to install — you copy a prompt and paste it into whichever assistant you already use. Start at the Low level if you are new; it works with no setup. Swap the bracketed placeholders for your real organization details, because a prompt left generic gives you a generic answer. Volume 2 is also in this library; V.1 is still worth keeping for the tasks it covers that V.2 dropped. Written for nonprofit teams, but the recipes for writing, summarising and planning transfer to any job.
AI detector for ChatGPT, Gemini and Claude. Claims third-party verified accuracy for essays, articles and documents.
From the site: AI Detector for ChatGPT, Gemini & Claude — Remarkably Accurate. Detect AI-generated text in essays, articles & documents. Third-party verified results.
A ready-made ChatGPT assistant for career direction — talk through where you are, what you want next and the steps in between. Usable with a free ChatGPT account.
404 Media reports on leaked internal documents showing that human reviewers read ChatGPT prompts to improve OpenAI's models — including chats that hold sensitive personal information. Useful context before you paste private details into a chatbot.
Free, self-paced hands-on lab using ChatGPT, Claude, Gemini, NotebookLM, and Perplexity for real work tasks.
Why I recommend it: A recognizable university name on a free AI literacy course. Finish it with one work problem you solved using the tools so you have a story to tell.
Entrepreneur White Paper: AI Tools, Prompts & Strategies for Founders
Jacqueline Tangorra's Entrepreneur white paper with 30 startup ideas, a 12-tool AI stack, four business prompts, and 12 deep strategy prompts for market sizing, competitor analysis, pricing, go-to-market, unit economics, and expansion.
Why I recommend it: The prompt library alone is worth the download. Paste the TAM, pricing, and unit-economics prompts into your AI assistant and you have a consultant-grade first draft.
