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Healthcare

Radiologist

Changing

Most of the medical AI tools cleared by the FDA work with images. They act as a second set of eyes and help sort the worklist, but the radiologist still writes and signs the report.

  • 6 lessons
  • 4 tools
  • 2 resources
  • Checked: October 2026

Where this job sits on the map

In the same group: 78 of 100 professions.

What changes

  1. Software flags suspicious areas and moves urgent studies up the worklist

  2. Reports can be dictated and formatted from a template faster

  3. The radiologist's role grows as the person who checks and challenges what the software says

AI drafts, the person decides

How the work splits here: AI prepares a draft, the person checks it and makes the call.

AI makes the draft

What AI does

  • Marking possible findings on an image, in software cleared by the FDA
  • Sorting the worklist by urgency
  • Formatting a dictated report to a template
  • Explaining a report to the patient in plain language, based on the radiologist's own text
You check itRead it, check the facts, fix it. Without this check the draft goes nowhere.
You decide and stay responsible

What stays with the person

  • The final report and the signature
  • The whole clinical picture, not a single image
  • Decisions in disputed and rare cases
  • Consulting with referring physicians

What to learn first

6 lessons from the course, in order. Start with the first one.

  1. How an LLM works inside, explained without mathStarting from zeroHow a language model works inside: tokens, context, temperature and hallucinations, explained without math.Start here
  2. How to write a good promptUserHow to give AI a task: the five parts of a good prompt, Plan Mode, and how to refine an answer instead of starting over.
  3. AI ethics and safety: hallucinations, attacks, biasUserHallucinations, prompt injection, bias, privacy and copyright: how not to trust AI blindly.
  4. Voice tools: Aqua Voice, /voice mode, WhisperConfident userVoice instead of keyboard: Claude Code's built-in /voice, dictation apps, Whisper and two-way voice.
  5. AI regulation & compliance 2026: the EU AI Act, GDPR, Anthropic's terms, and what small businesses should watch forBuilderAI regulation as of October 2026: the EU AI Act, GDPR, US state laws and a small-business checklist. A general overview, not legal advice.
  6. The future of AI 2027-2030: how to prepareUserA forecast for AI in 2027-2030: seven lasting trends, disputed scenarios and how to prepare.

Which tools to use

  • An AI assistant for long documents, analysis and code, with Claude Code and Cowork on paid plans.

    Freemium

  • AI research assistant for scientific papers: search, data tables and literature reviews.

    Freemium

  • Search scientific papers: get answers with links to the studies, plus Deep Search reviews.

    Freemium

  • Transcription on your Mac without sending files to the cloud; 100+ languages.

    Freemium

Ready-to-use materials

  • Assess the risk, spot the signs of a made-up answer and run a 5-minute check before you act on what AI says.

    Free

  • A 30-second check before you hit send: what to remove, how to anonymize and what to do if it's already gone out.

    Free

How to earn with AI

We don't promise income: results depend on your niche, your market and your work.

  • Job

    Preliminary reads and report formatting go faster, and the time you gain goes to complex studies.

  • Service

    Consulting for clinics and software developers on testing medical AI tools on real-world cases.

  • Product

    A training course for new radiologists and residents on working with AI suggestions and the typical mistakes of the software.

Similar professions

Health, law and finance: AI helps a licensed professional and does not replace one. Nothing here is personal medical, legal or financial advice.

Checked: October 2026