# What is AI Product Sense and Why Traditional Product Intuition Isn’t Enough

Page: https://stenobird.com/podcast/product-mastery-in-the-age-of-ai-and-chatgpt-6048934/what-is-ai-product-sense-and-why-traditional-product-intuition-isn-t-enough
Text version: https://stenobird.com/podcast/product-mastery-in-the-age-of-ai-and-chatgpt-6048934/what-is-ai-product-sense-and-why-traditional-product-intuition-isn-t-enough.md
Podcast: [Product Mastery in the Age of AI and ChatGPT](https://stenobird.com/podcast/product-mastery-in-the-age-of-ai-and-chatgpt-6048934)
Published: 2026-02-08T06:08:00+00:00
Episode link: https://rss.com/podcasts/chatgpt-productmanagement-show/2533099
Audio file: https://content.rss.com/episodes/190950/2533099/chatgpt-productmanagement-show/2026_02_08_06_04_07_4622bfa4-9ae9-4860-8d8c-911e2528b33f.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/product-mastery-in-the-age-of-ai-and-chatgpt-6048934/episodes/what-is-ai-product-sense-and-why-traditional-product-intuition-isn-t-enough
Duration seconds: 1608

## Resource

AI isn’t “just another feature.” It changes how users behave , how feedback loops form , and what success even means . That’s why traditional product intuition isn’t enough anymore. Here’s the mental model I share in the episode — the SENSE Framework : S — System over feature: map the full system, not just the UI E — Error budgets: define what failure is acceptable (and where it’s not) N — Novel feedback loops: your launch will change user behavior and future data S — Signals + scaffolding: instrument learning signals + guardrails, don’t “pray for accuracy” E — Evaluation in reality: offline + online + human audits + risk checks This episode covers this topic with some interesting examples based on my experience.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/product-mastery-in-the-age-of-ai-and-chatgpt-6048934/episodes/what-is-ai-product-sense-and-why-traditional-product-intuition-isn-t-enough/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/product-mastery-in-the-age-of-ai-and-chatgpt-6048934/what-is-ai-product-sense-and-why-traditional-product-intuition-isn-t-enough.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.