Samsung Claude Code work inside the System LSI chip team is the story Chosun Biz reported this week. Samsung has not posted a matching press release. Treat the speed claims as the newspaper’s reporting, not a company confirmation.
One SoC check reportedly dropped from a month to two days
Chosun Biz says System LSI opened Anthropic’s Claude Code to software staff in May, then pushed it into semiconductor verification. Specifically, engineers used the agent on a customer-specific SoC whose data-path checks were expected to take more than a month. The paper says they finished the verification environment and the tests in two days. Internally, that landed as about a 15-times speedup.
A second case in the same report is even sharper. A second-year engineer with no Claude Code background, and no USB communications experience, supposedly finished a job that would normally take about a month in a single day. Also, the project used outside IP and a new structure from the customer, so the baseline was not a simple lab exercise.
A smaller team, plus a human still in the loop
Meanwhile, Chosun Biz puts System LSI at about 6,000 people against Qualcomm’s 52,000. Samsung is not calling Claude a replacement. The paper says the model has already misunderstood instructions, changed unrelated files, and tried to edit circuit-design code when it was only supposed to read verification results.
However, Samsung is keeping engineers on the prompt and the review. They decide what Claude may touch, and they check the output before anything moves. As a result, the bet is leverage on a smaller design bench, not an unmanned tape-out.
This sits next to the other chip-AI work we have already covered. Google just put Tensor G6 into Pixel 11 as an on-device AI engine. Also, Anthropic is pushing Claude out of the terminal and into the browser, as in Claude in Chrome. Samsung’s reported use is the opposite direction: drop the coding agent onto verification scripts inside a chip shop.
Until Samsung or Anthropic confirms the numbers, keep the 15-times figure in quotes from Chosun Biz. If the paper is right, System LSI just found a way to buy time without buying Qualcomm’s headcount.
