More AI service companies are building in-house models to cope with the cost of using advanced AI models and to compete with large model developers. Legal AI startup Harvey has developed its Tenet model based on Moonshot\'s low-cost open-source Kimi K3. Coding AI Cursor is also accelerating its own model work and has launched its Origin code hosting platform. South Korea plans to revamp support for firms in the Dokpamo project from the third evaluation round.

AI infrastructure company Dinotisia said on Wednesday it has released a paper and source code for KV cache compression technology that stores previously read context on GPUs to avoid recalculation by large language models. The company said its STAR-KV technology, a joint effort involving UC San Diego’s VVIP Lab and Dinotisia researchers, was selected as an ICML 2026 Spotlight paper. It said tests showed up to 75 percent reduction and up to 20-fold compression.