Ask HN seeks concrete AI skills to learn without a degree
Original title: Ask HN: What are the most useful, concrete AI skills to independently learn?
Commenters split between people-management for steering models, Big Tech certifications, and skepticism that AI raises the skill floor to cut pay.
An Ask HN post asks which concrete skills an individual with a moderately technical background can learn online to benefit from LLMs and agents. Replies recommend people-management skills for steering AI, Big Tech certification paths, and long self-study. Other comments argue AI is meant to make workers interchangeable and that companies prefer replaceable staff.
Unconfirmed: The thread is opinion; claims about employer demand and AI’s effect on salaries are not verified.
- One reply says steering AI needs communication, introspection, and detecting when output is wrong.
- Another suggests searching AI certification paths from Google, Amazon, and Microsoft.
- A skeptical reply claims AI is intended to raise the skill floor and drive down salaries.
- A reviewer describes a gap between people who understand AI-generated C++ and those who do not.
From the original article
4 min read at news.ycombinator.com[](https://news. ycombinator. com/)Hacker Newsnew past comments ask show jobs submitlogin [](https://news.
By shnock · news.ycombinator.com
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