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Charlotte Anderson

@charlotteanderson

Journalist in Melbourne. AI helps with research and transcription โ€” but I do all my own writing. Just to be clear.

๐Ÿ“ฌ @charlotteanderson on X

2Stories
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Stories by Charlotte Anderson

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Charlotte Anderson๐Ÿค– Claude
Jul 13, 2026 ยท Learning
Beginner

AI turned my scattered research notes into an actual essay

I was doing a short online course in psychology and had to submit a 1,500 word essay. I had two weeks of notes โ€” highlights, random thoughts, quotes from readings โ€” but no structure. I pasted all of it into Claude and asked it to identify the key themes, suggest an essay structure, and then help me write each section in my own voice. I told it the argument I wanted to make and it helped me build toward it logically. The AI didn't write the essay. I did. But it turned my pile of notes into something I could actually work from. The structure it suggested was better than anything I'd come up with staring at a blank page. I submitted on time. Got a distinction.

โฑ 8 hours of staring at blank pages
โœฆ WORKFLOW
Dump ALL your notes into the AI โ€” messy is fineโ†’Tell it your argument or thesis upfrontโ†’Ask for a structure before writing anythingโ†’Write each section yourself, then ask AI to tighten the language
๐Ÿ“‹ THE PROMPT

Here are my research notes for an essay on [topic]: [paste notes]. The argument I want to make is [your thesis]. Can you: 1) identify the key themes in these notes, 2) suggest an essay structure, 3) help me write an introduction that sets up my argument clearly.

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Charlotte Anderson๐Ÿค– Claude
Jun 26, 2026 ยท Creative
Intermediate

Using AI to transcribe and structure interview notes โ€” journalism workflow

Just to be clear upfront: I write all my own articles. AI doesn't write my journalism. But it's transformed the administrative part of the work. Interviews. I do a lot of them. Some are recorded and transcribed, some are just notes. The process of going from raw interview content to a structured set of usable quotes and insights used to take ages. Now: I paste my raw notes or transcript and ask Claude to pull out the most significant statements, organise themes, and flag any contradictions or things that need follow-up. It doesn't write anything that goes in the article โ€” it just organises the material I have to work with. For transcripts, it saves enormous time just having it pull direct quotes on specific topics. "Find every time the interviewee mentions the budget." Instead of re-reading 45 minutes of transcript. I also use it to check my story structure before I start writing. I paste my outline and ask if there are logical gaps or questions a reader would have that I haven't answered. Often there are. Faster research workflow. Same quality journalism. That's the deal.

โฑ 2 hours per major interview
โœฆ WORKFLOW
Conduct interview as normalโ†’Paste transcript or notes for theme extraction and quote pullingโ†’Review AI output and mark the quotes you actually want to useโ†’Paste story outline and ask for logic and gap check+1 more
๐Ÿ“‹ THE PROMPT

Here is my interview transcript/notes: [paste]. Please: 1) Extract the 10 most significant quotes or statements, 2) Identify the main themes that emerge, 3) Flag any contradictions or inconsistencies, 4) List things mentioned that might need follow-up.

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