# The End of Counting: What AI Really Changes About Work Page: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/the-end-of-counting-what-ai-really-changes-about-work Text version: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/the-end-of-counting-what-ai-really-changes-about-work.md Podcast: [Tech Stories Tech Brief By HackerNoon](https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648) Published: 2026-06-16T16:01:06+00:00 Episode link: https://share.transistor.fm/s/f9fe1ffb Audio file: https://media.transistor.fm/f9fe1ffb/e6353962.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/the-end-of-counting-what-ai-really-changes-about-work Duration seconds: 868 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/the-end-of-counting-what-ai-really-changes-about-work . A developer's journey from counting CPU cycles on the Atari 2600 to the age of AI. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories . You can also check exclusive content about #history-of-computing , #future-of-work-with-ai , #automation , #philosophy , #ai , #programming-history , #abstraction-layers , #hackernoon-top-story , and more. This story was written by: @mtrifiro . Learn more about this writer by checking @mtrifiro's about page, and for more stories, please visit hackernoon.com . As technology automates the tedious "counting" in our jobs, like cycle-counting for early programmers, it forces us to focus on the higher-level "deciding" – judging the quality and purpose of the work. The author argues that AI is now doing this for everyone, turning us all into editors who must answer the ultimate question: "Is this good, and how do you know?" ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/the-end-of-counting-what-ai-really-changes-about-work/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/the-end-of-counting-what-ai-really-changes-about-work.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.