Translated data: Japanese startup Preferred Networks is increasing its investment in custom AI chips to secure critical hardware in the advancement of generative AI. The design of the company's second-generation AI chip is complete and will provide pure computational power for its new language models and drug discovery technologies. By designing and producing AI chips in-house, Preferred Networks can ensure access to critical hardware and avoid the uncertainties of relying on external supply chains.