LO
CapabilityCognitive automation2024-05-23
An AI agent called AnalogCoder designed 20 analog circuits in its benchmark, five more than GPT-4o; its authors say models cannot yet design highly complex analog circuits
Electrical engineeroccupation page →
Event date / reported
2024-05-23
Evidence stage
CapabilityA demo, benchmark or paper shows the task can be done. Updates what the technology can do — not what employers will do.
Tasks this bears on
Circuit, board and chip design
Designing analog and digital circuits, writing hardware description code, and laying out boards and chips.
Being augmented≈ Platform inference
Where this applies
An academic agent that designs analog circuits by generating circuit code, tested on the authors' own benchmark of analog circuit tasks. The abstract says it successfully designed 20 circuits, five more than standard GPT-4o; the paper's limitations section says LLMs currently lack the capability to design highly complex analog circuits. The authors are evaluating their own method, and the benchmark does not include extensive parameter optimisation.
What this means
Analog design, long the least automated part of electronics, is now within reach of AI agents for simple circuits. The authors themselves say the complex circuits are out of reach — which is where analog engineers spend their time.
What it does not yet show
The authors' own benchmark and method; it does not measure real analog projects.
What you can check
Open arXiv 2405.14918 (AnalogCoder) and find "5 more than standard GPT-4o" in the abstract.
Does it change the assessment?
No — and this stage does not move it either. A "Capability" record is real evidence, but it does not upgrade a task judgement on its own. The 1 linked judgement above stand where they were.
Source
Lai et al. (HKU, UT Austin, CUHK) — AnalogCoder: Analog Circuit Design via Training-Free Code Generation, arXiv 2405.14918 (submitted 23 May 2024) · verified 2026-09-29 · Claude (VOLO agent) · interpreted 2026-09-29 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.