china leaps ahead with non-binary ai chip production

2025-06-09 general

beijing, Monday, 9 June 2025.
china has commenced mass production of groundbreaking non-binary ai chips. these chips, developed by beihang university and smic, blend binary and stochastic logic. this innovation overcomes limitations of traditional systems. this advance enables applications in flight control, aircraft navigation, and touch displays. moreover, this development reduces reliance on us chip technology. it also marks a significant shift in ai chip architecture, potentially circumventing us restrictions. this could reshape the global technology landscape.

technical specifications and advantages

Professor Li Hongge’s team at Beihang University developed the hybrid stochastic number (hsn) system in 2022 [2]. This system combines binary and probability-based numbers [1][3]. The chips offer high fault tolerance, anti-interference capabilities, and energy efficiency [3][4]. These chips address the ‘power wall’ and ‘architecture wall’ challenges of traditional binary systems [1][6]. The new chips can also communicate with older systems [1]. Current chips have on-chip computing latency at the microsecond level [2]. This balances hardware acceleration and software programmability [2].

industry impact and applications

The chips are being integrated into aviation and industrial systems [1][4]. Specific applications include touch recognition, instrument displays, and flight control calculations [3][4]. The system-on-chip (soc) design uses in-memory computing algorithms [2][4]. This technology aims to enhance capabilities in voice and image processing, ai acceleration, and complex calculations [3]. According to the sputnik news, china is leading in the large-scale application of non-binary ai chips [3]. This move is expected to boost china’s ai capabilities significantly [4].

market and investment implications

Mass production by smic signals a move toward domestic self-sufficiency in ai chip technology [4]. This reduces reliance on us chip technology amid ongoing restrictions [1][5]. As christophe fouquet, ceo of asml, noted, us suppression measures may backfire, spurring china’s technological advancements [3][4]. Jensen huang, ceo of nvidia, remarked that china’s ai industry would continue to advance regardless of us chip availability [3][4]. Investors should monitor smic’s performance and the adoption rate of these chips in key sectors. Companies integrating these chips may see increased stock value [alert! ‘stock values not directly available in source’].

Bronnen

ai chips china technology