How Huawei ascended from telecoms to China’s ‘jack of all trades’ AI chief

Regardless of being crushed down by years of U.S. commerce restrictions, China’s telecom large Huawei has quietly emerged as one of many nation’s fiercest rivals throughout the whole AI panorama.  

Not solely does the Shenzhen-based agency seem to symbolize Beijing’s reply to American AI chip darling Nvidia, however it has additionally been an early adopter of monetizing synthetic intelligence fashions in industrial purposes. 

“Huawei has been compelled to shift and develop its core enterprise focus over the previous decade… attributable to a wide range of exterior pressures on the corporate,” mentioned Paul Triolo, companion and senior vice chairman for China at advisory agency DGA-Albright Stonebridge Group.

This growth has seen the corporate become involved in the whole lot from sensible automobiles and working methods to the applied sciences wanted for the AI growth, resembling superior semiconductors, knowledge facilities, chips and huge language fashions. 

“No different expertise firm has been in a position to be competent in so many various sectors with excessive ranges of complexity and obstacles to entry,” Triolo mentioned. 

This yr, Nvidia CEO Jensen Huang has turn into more and more vocal in calling Huawei “probably the most formidable expertise corporations on the earth.” He has additionally warned that Huawei will substitute Nvidia in China if Washington continues to limit U.S. chip corporations’ exports to the Asian nation.

Nvidia surpassed $4 trillion in market capitalization final week to turn into the world’s Most worthy firm. Its cutting-edge processors and a associated “CUDA” computing system stay the {industry} normal for coaching generative AI fashions and purposes. 

However that moat could also be narrowing, as Huawei proves that it not solely does all of it, it does it effectively. Whereas difficult American AI stalwarts like Nvidia is a tall order, the corporate’s historical past reveals why it may well’t be counted out.

Huawei, which now employs greater than 208,000 folks throughout over 170 markets, got here from humble beginnings. Based by formidable entrepreneur Ren Zhengfei in 1987 out of an condominium in Shenzhen, the agency began as a small phone change distributor.

Because it grew right into a telecoms participant, it gained traction by focusing on much less developed markets resembling Africa, the Center East, Russia and South America, earlier than ultimately increasing to locations like Europe.

By 2019, Huawei can be well-positioned to capitalize on the world 5G rollout, changing into a frontrunner out there. Round this time, it had additionally blossomed into one of many world’s largest smartphone producers and was even designing smartphone chips by means of its chip design subsidiary, HiSilicon. 

However Huawei’s success additionally attracted rising scrutiny from governments exterior China, notably the U.S., which has often accused Huawei’s expertise of posing a nationwide safety risk. The Chinese language firm has refuted such dangers. 

Huawei’s enterprise suffered a serious setback in 2019 when it was positioned on a U.S. commerce blacklist, stopping American corporations from doing enterprise with it. 

Because the affect of the sanctions kicked in, Huawei’s shopper enterprise – as soon as the corporate’s largest by income – halved to about $34 billion in 2021 from the yr earlier than.

The corporate nonetheless managed a breakthrough on AI chips, and pressed forward regardless of extra U.S. restrictions in 2020 that minimize the corporate off from chipmaker Taiwan Semiconductor Manufacturing Co. A yr earlier, Huawei formally launched its Ascend 910 AI processing chip as a part of a technique to construct a “full-stack, all-scenario AI portfolio” and to turn into a supplier of AI computing energy.

However the U.S. focusing on of Huawei additionally had the impact of turning the corporate right into a martyr-like determine in China, constructing upon consideration it obtained in 2018 when Meng Wanzhou, Huawei’s CFO and daughter of Ren, was arrested in Canada for alleged violations of Iran sanctions.

Because the U.S.-China tech conflict continued to develop and broad superior chip restrictions have been positioned on China, Huawei was an apparent option to turn into a nationwide champion within the race, with extra impetus and state backing for its AI plans. 

“The export controls have sarcastically pushed Huawei into the arms of the Chinese language authorities in a method that CEO Ren Zhengfei at all times resisted,” Triolo mentioned. On this method, the restrictions additionally grew to become “the steroids” for Huawei’s AI {hardware} and software program stack.

After one other yr of declining gross sales within the shopper phase, the unit began to show round in 2023 with the discharge of a smartphone that analysts mentioned contained a sophisticated chip made in China. 

The 5G chip got here as a shock to many within the U.S., who did not count on Huawei to achieve that stage of development so rapidly with out TSMC. As a substitute, Huawei was reportedly working with Chinese language chipmaker SMIC, an organization that has additionally been blacklisted by the U.S.

Whereas semiconductor analysts mentioned the size that Huawei and SMIC may produce these chips was severely restricted, Huawei nonetheless had proved it was again within the superior chip sport. 

It was additionally round this time that reviews started surfacing about Huawei’s new AI processor chip, the Ascend 910B, with the corporate seeking to seize upon gaps left by export controls on Nvidia’s most superior chips. Mass manufacturing of the next-generation 910C is reportedly already on the best way. 

To fill the void left by Nvidia, Huawei “has been making massive strides in replicating the efficiency of high-end GPUs utilizing mixtures of decrease chips,” mentioned Jeffrey Towson, managing companion at TechMoat Consulting.

In April, Huawei unveiled its “AI CloudMatrix 384”, a system that hyperlinks 384 Ascend 910C chips in a cluster inside knowledge facilities. Analysts have mentioned CloudMatrix is ready to outperform Nvidia’s system, the GB200 NVL72, on some metrics.

Huawei is not simply catching up, “it is redefining how AI infrastructure works,” Forrester analysts mentioned in a report final month about CloudMatrix.

In the meantime, Huawei has additionally developed its personal “CANN” software program system that acts as an alternative choice to Nvidia’s CUDA. 

“Profitable the AI race is not nearly sooner chips. It additionally consists of delivering the instruments builders must construct and deploy large-scale fashions,” Forrester’s report mentioned, although authors famous that Huawei’s merchandise are nonetheless not built-in sufficient with different generally used instruments for builders to modify over rapidly from Nvidia.

Whereas Huawei’s aim to surpass Nvidia is seen as a key improvement in China and the U.S.’s race for AI, it is necessary to notice that chips symbolize only one constructing block of Huawei’s broader AI plans. 

Huawei now has its palms all through the factitious intelligence worth chain, from chips to computing, to AI fashions and AI purposes. These totally different AI enterprise avenues additionally leverage different areas of the corporate’s huge expertise empire. 

In truth, the corporate’s “ICT Infrastructure” enterprise — which incorporates 5.5G mobile community deployment and AI methods for industrial use — grew to become the corporate’s largest income driver at 362 billion yuan in 2023.

The corporate has been deploying its Ascend AI chips and AI CloudMatrix 384 at its rising portfolio of AI knowledge facilities, that are operated by its cloud computing unit, Huawei Cloud, established in 2017 to compete with the likes of Amazon Net Companies and Oracle. 

These knowledge facilities, in flip, have offered the coaching capabilities and computing energy utilized by Huawei’s suite of AI fashions beneath its Pangu collection. 

Not like different general-purpose AI fashions like OpenAI’s GPT-4 or Google’s Gemini Extremely 1.0, Huawei’s Pangu mannequin is designed to help extra industry-specific purposes throughout the medical, finance, authorities, industrial and automotive sectors. Pangu has already been utilized in additional than 20 industries over the past yr, the corporate mentioned final month. 

Rolling out such AI purposes typically includes having Huawei tech workers working for months on the mission website, even when it is in a distant coal mine, Jack Chen, vice chairman of the advertising and marketing division for Huawei’s oil, fuel and mining enterprise unit, which gives digital and clever options to remodel these industries, instructed CNBC.

That analysis enabled the corporate in Could to deploy extra 100 electric-powered vehicles that may autonomously transport filth or coal utilizing the telecom firm’s 5G community, AI and cloud computing companies.

And it isn’t restricted to China. The expertise can “be replicated on a big scale in Central Asia, Latin America, Africa, and the Asia-Pacific,” Chen mentioned.

Huawei has additionally open-sourced the Pangu fashions, in a transfer it mentioned would assist it develop abroad and additional its “Ascend ecosystem technique,” which refers to its AI merchandise constructed round its Ascend chips.

Talking to CNBC’s “Squawk Field Asia” on Thursday, Patrick Moorhead of Moor Insights & Technique mentioned he anticipated Huawei to push Ascend in international locations a part of China’s Belt and Street Initiative — an funding and improvement mission geared toward rising markets. 

Over a interval of 5 to 10 years, the corporate may start to construct critical market share in these international locations, in the identical method it as soon as did with its telecommunications enterprise, he added.