# How machines learn right from wrong

Page: https://stenobird.com/podcast/chat-gpt-podcast-5983061/how-machines-learn-right-from-wrong
Text version: https://stenobird.com/podcast/chat-gpt-podcast-5983061/how-machines-learn-right-from-wrong.md
Podcast: [Chat GPT Podcast](https://stenobird.com/podcast/chat-gpt-podcast-5983061)
Published: 2026-06-03T09:15:02+00:00
Episode link: https://www.spreaker.com/episode/how-machines-learn-right-from-wrong--72256772
Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72256772/how_machines_learn_right_from_wrong.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/chat-gpt-podcast-5983061/episodes/how-machines-learn-right-from-wrong
Duration seconds: 1279

## Resource

Today we examine content based on a user's name or dialect. To combat these issues, experts propose integrating clinical expertise and dynamic rationality parameters into the training process to filter out unreliable data. Ultimately, the texts warn that without robust safeguards, AI may reinforce existing social inequalities and cognitive fallacies. Careful monitoring and intervention remain essential as these tools are increasingly used for high-stakes tasks like medical diagnosis and employment evaluations.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/chat-gpt-podcast-5983061/episodes/how-machines-learn-right-from-wrong/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/chat-gpt-podcast-5983061/how-machines-learn-right-from-wrong.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.