Majestic’s architecture aims to “collapse” multiple racks of hardware into a single server, which the founders say could dramatically increase efficiency.
Google said that the new concept of ‘nested learning’ could help solve for limitations in modern large language models (LLMs) such as continual learning.
OpenAI’s recent updates also include advancements in multimodal capabilities, such as image, video, and voice support through the Image Generation API, Sora 2, and Realtime API.
Moonshot said Kimi K2 Thinking is designed for explicit reasoning, with intermediate logical steps visible in its outputs to ensure transparency across multi-step workflows.
The move follows complaints from tech giants like Alibaba, ByteDance and Tencent, which have faced higher costs after Beijing restricted access to NVIDIA’s AI chips.
