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Chinese open-weight AI is conquering the world: According to a Stanford analysis, models from China have already overtaken their US counterparts in distribution and adoption. But with success come growing geopolitical and security risks.

Last fall, OpenAI set up a share pool for employees that corresponds to ten percent of the company.

OpenAI acquires the team behind executive coaching startup Convogo to boost its AI cloud efforts and improve its products, another sign the company wants to own the full stack from infrastructure to product.

DeepSeek researchers have developed a technique that makes training large language models more stable. The approach uses mathematical constraints to solve a well-known problem with expanded network architectures.

Benchmarks are supposed to measure AI model performance objectively. But according to an analysis by Epoch AI, results depend heavily on how the test is run. The research organization identifies numerous variables that are rarely disclosed but significantly affect outcomes.