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My first media job was as a fact-checker at a major magazine. Those jobs have already mostly vanished before AI arrived, but now I use ChatGPT 5.4 Thinking as a last-pass fact-checker on my newsletters before I hit send. I'll ask it to identify inconsistencies, isolate the assertions that most need verification, and check key numbers, quotes, and factual claims against original or primary sources. In other words, it does not replace reporting, but it is remarkably good at stress-testing a draft before publication — essentially fact-checking my fact-checking. Step-by-step: 1. I pasted the nearly finished newsletter draft into ChatGPT 5.4 Thinking. 2. I asked it to identify inconsistencies and isolate the assertions most in need of verification. 3. I had it check key numbers, quotes, and factual claims against original or primary sources. 4. I reviewed the proposed corrections and followed the source trail rather than accepting changes blindly. 5. I used the result as a final stress test of my own reporting and fact-checking before publishing.

My father works in the construction industry and is only able to write in Chinese; however, all of his clients require quotations in English. I taught him how to use ChatGPT's voice and image for translating from Chinese to English, and for drafting professional construction quotations directly through the platform. Step-by-step: 1. I showed my father how to use ChatGPT’s voice input so he could speak naturally in Chinese. 2. I used image input when the source information or job details were easier to provide visually. 3. I asked ChatGPT to translate the content from Chinese into clear English. 4. I had it turn the translated details into a professional construction quotation. 5. I reviewed the scope, terminology, and numbers before using the English quote with clients.