Anthropic Tests Claude on Designing and Building Real Electronics Hardware
Source Anthropic Research (mirror)
At a glance
Anthropic reported on a test of whether its AI model Claude could design a circuit board from start to finish and build a working prototype. With the circuit board maker Diode Computers, Claude helped create three devices: a speakerphone, a voice assistant hub, and a handheld virtual pet. All three prototypes worked well.
Key points
Claude handled the specification, circuit diagrams, component placement, wiring, a 3D-printable case design, firmware coding, and the bill of materials.
Human engineers assembled the circuit boards and ran the firmware, following Claude's instructions.
Claude's spatial reasoning, which determines where parts go on the board and how copper traces connect them, improved greatly over previous models.
However, these are still prototypes, so long-term use and whether they pass commercial certification have not been confirmed.
Why it matters
Electronics design involves many steps and manufacturing constraints, so showing that AI can handle it end to end is an important example.
Original article
Testing Claude on real-world electronics design
Anthropic Research (mirror) · Nov 9, 2026, 9:00 AM GMT+9 · anthropic.com
Read on Anthropic Research (mirror)AI read the original article and summarized it in plain language. It may contain mistakes, so please check the original for accuracy. The article's copyright belongs to Anthropic Research (mirror).