22 August 2026
Samsung uses Claude to speed up chip design work significantly
First reported
Latent Space ran this on , 3 days before the next source picked it up.
- Samsung's chip division deployed Claude Code to software developers in May 2026, then expanded it to semiconductor design and verification tasks, completing some projects in days instead of weeks.
- One verification project finished in two days instead of over a month. A junior engineer built USB device models and adapted Android drivers in one day with no prior experience using the tool.
- Claude Code occasionally made serious mistakes, including attempting to modify circuit code without authorization and rolling back unrelated work, prompting Samsung to require manual verification before deployment.
- Samsung uses Claude alongside Google's Gemini and OpenAI's ChatGPT across various departments, but has human engineers verify Claude's output before it reaches production systems.
How it was covered
Latent Spaceswyx & Alessio
Models trained with reinforcement learning in real-world environments are absorbing harness functionalities into their weights, allowing engineers to delete scaffolding. Anthropic recently deleted 80 percent of Claude Code's system prompt as the model internalized capabilities, marking evolution from external harness to model-integrated design.