Apr 29, 2026 · Industry Insights

SenseTime’s ‘Big Device’ Powers the Leap of Chinese AI from Usable to Practical

The article explains how DeepSeek V4’s delayed launch was a strategic move to fully adapt to Huawei’s Ascend chips, with SenseTime’s ‘Big Device’ acting as middleware that fine‑tunes hardware‑level scheduling, enabling million‑token contexts and bringing Chinese AI performance closer to Nvidia‑based systems, while noting remaining throughput challenges.

AI infrastructureChinese AIDeepSeek V4

0 likes · 7 min read

SenseTime’s ‘Big Device’ Powers the Leap of Chinese AI from Usable to Practical

AI Explorer

Mar 7, 2026 · Artificial Intelligence

SenseTime’s Multimodal Model Skips the Encoder, Boosting Performance and Shifting AI Design Paradigms

SenseTime eliminates the intermediate encoder in multimodal AI models, allowing direct cross‑modal learning, which yields markedly higher performance at 2‑trillion‑parameter scale while reducing training cost, and may trigger a broader industry move toward simpler, more efficient architectures.

AI Paradigm ShiftEfficiencyLarge Models

0 likes · 6 min read

SenseTime’s Multimodal Model Skips the Encoder, Boosting Performance and Shifting AI Design Paradigms