# AI Hardware: Find the AI tools, models and methods that make you a faster hardware engineer, the day they appear.

Canonical page: https://spezia.ai/tools/ai-hardware

For electrical, mechanical, semiconductor, embedded, robotics and manufacturing engineers who use AI. Spezia reads 36 sources where hardware engineers find what works, from the chip and electronics trade press, IEEE Spectrum and Hackaday to Reddit's hardware communities, GitHub, Hugging Face, X and YouTube. The same find seen in several places becomes one item, and each is ranked by how much it could change the way you design and build.

- **Part of:** Pick your AI stack
- **Plan:** Free. Free to start: today's top 10 on Explorer. No card. Plus, $29 a month, opens the full list, the week and the filters.
- **Open it:** [See today's top picks](https://spezia.ai/app/start?tool=ai-hardware)

## What you get

- **What to try this week.** Each item is ranked by how much it could speed up or improve real design, verification or build work, not by how loud it was. A tool you can adopt today outranks a hot take.
- **One item, every place it was seen.** An open-source PCB tool written up on Hackaday, shared on Reddit and starred on GitHub shows up once, with each place it was picked up. Being found in several places lifts it.
- **The source on every item.** The tool, the repo, the paper, the article or the thread, with the points, stars, upvotes or views it got there.

## How it works

1. Open AI Hardware and read today's top picks.
2. Narrow to tools, models, methods, open source, research or hardware, or to one source.
3. Open the source, or ask Spezia how it fits your design or build flow.

## Who uses it

- [Chips, power and infrastructure](https://spezia.ai/for/infrastructure): Developers, utilities, suppliers, contractors and the trades
- [Engineers and career builders](https://spezia.ai/for/individuals): Engineers, skilled workers and students

## Questions

### What is free, and what does Plus add?

Explorer shows today's top 10 in full, at no cost. Plus, $29 a month, opens the whole ranked list, the best of the week, what is being picked up in several places at once, and filters by kind and by source.

### Where does it look?

36 sources in 9 places: the chip, electronics, embedded, robotics and manufacturing trade press, including IEEE Spectrum and Hackaday, 15 Reddit communities on chips, electronics, PCBs, CAD, robotics and manufacturing, Hacker News, GitHub's new chip design, PCB, CAD and robotics repos, Hugging Face's robotics and 3D models and its daily papers, X, the analysts who write about chips, the makers' own news and the YouTube channels engineers learn from.

### Is it only about chips?

No. It covers chip design and verification, electronics and PCBs, CAD and generative design, simulation, embedded firmware, robotics and robot learning, and the factory floor. Stock moves, funding news and consumer gadgets are left out.

### How often does it update?

A sweep runs every four hours. Each item shows where it was seen and when Spezia first found it.