Huawei is betting that the future of AI infrastructure will depend as much on energy systems as on computing power
Updated
May 19, 2026 5:43 PM

Blue light painting with a lightbulb. PHOTO: UNSPLASH
As AI companies build larger models and deploy more AI agents, the industry is running into a new constraint: electricity. The challenge is no longer just about computing power. It is increasingly about how to supply, manage and sustain the energy needed to run AI infrastructure at scale.
That was the central argument behind Huawei’s latest AI data center strategy unveiled at its Global AIDC Industry Summit in Dongguan.
The company introduced what it calls a grid-interactive AIDC strategy, focused on redesigning AI data centers around power supply, cooling systems and energy management. AIDC refers to AI data centers built specifically for large-scale AI computing workloads.
The announcement reflects a broader shift happening across the industry. As AI systems grow larger, data centers are consuming more electricity and generating more heat than traditional computing infrastructure was designed to handle. Companies are now being forced to rethink not just chips and servers, but the physical systems supporting them.
Huawei argues that future AI infrastructure will need closer coordination between computing systems and energy grids. The company says traditional data center designs are struggling to keep up with fluctuating AI workloads, rising power density and the growing use of renewable energy sources.
Hou Jinlong, Director of the Board of Huawei and President of Huawei Digital Power, said: "The booming AI industry, widely adopted large models, and numerous AI agents are creating huge energy demands, set to boost the global AIDC capacity. Electricity is essential for computing; energy is the foundation for AI long-term development. Computing and electricity will deeply synergize and empower each other, progressively building an integrated framework that brings together new power systems and AI infrastructure."
A large part of Huawei’s strategy focuses on power architecture. AI workloads can create sudden spikes in electricity demand, especially in high-density computing environments. To manage that, Huawei says it plans to develop new power systems that combine grid-friendly UPS infrastructure with energy storage technologies.
Cooling is becoming another major pressure point. AI servers generate significantly more heat than traditional enterprise systems and Huawei says liquid cooling is now becoming essential for large-scale AI deployments. The company introduced a liquid cooling system designed to improve long-term thermal management inside high-density AI environments.
Huawei is also pushing modular construction methods to reduce deployment times for AI data centers. Instead of building infrastructure entirely onsite, parts of the system can be prefabricated and tested in factories before installation.
Bob He, Vice President of Huawei Digital Power, said: "The global AI industry is booming, and the token demand surges. As such, the AIDC industry is entering the Token era."
As part of that shift, Huawei introduced a proposed measurement system called the TokEnergy Index. The company says the metric is designed to measure the relationship between energy consumption and AI computing output, rather than relying only on traditional data center efficiency metrics such as PUE.
The broader message behind the strategy is that AI infrastructure is becoming an energy engineering problem as much as a computing problem. As global demand for AI continues to rise, companies across the sector are beginning to realise that the future of AI may depend not only on better models, but also on whether power grids and data centers can keep up with them.
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Here’s the story of how a quirky toy transformed into a worldwide phenomenon.
Updated
January 8, 2026 6:35 PM
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Labubu vinyl figure displayed with surprise blind boxes in a store in Guayaquil, Ecuador. PHOTO: ADOBE STOCK
Trends move fast. One moment it's Dubai’s viral “Kunafa” chocolate bar, the next it’s Labubu—a mischievous-looking doll—racks up US$670 million in revenue this year, even outpacing Barbie and Hot Wheels. Celebrities like BLACKPINK’s Lisa and Dua Lipa have been spotted with Labubu dolls—whether as bag charms or in playful social posts.
For those unfamiliar, Labubu is the breakout character from the book series“The Monster” by Hong Kong-born, Belgium-based artist Kasing Lung. Alongside Labubu, the series features other quirky monsters like Zimomo, Mokoko and Tycoco—often grouped together as “Labubus”. These vinyl Labubu figures first entered the collectible scene in 2011 as “Monsters”, produced by Hong Kong-based production house How2Work. In 2019, Lung signed an exclusive licensing deal with Pop Mart, a Beijing-based toy collectible company, which further boosted the recognition and popularity of the franchise.
At first glance, Labubu might seem like just another fad. But the craze shows something deeper: in digital marketing, virality doesn’t happen by accident. It’s the result of timing, relatability and the rway global communities amplify trends.
So, what can marketers learn from the Labubu phenomenon? Let’s take a closer look.
Labubu’s unconventional aesthetics—a notorious grin, sharp teeth and wide eyes—break the traditional mold of “cute” toys. The social listening report from Meltwater, a media intelligence company reveals that from January to May 2025, mentions of “cute” outnumbered “ugly” nearly five to one. This “ugly-cute” look gave Labubu its identity and helped it stand out in a crowded market.
Marketing lesson: In a world of where everything blends together on endless feeds, uniqueness wins. Standing out with bold, even unconventional design choices can spark curiosity and desire. By leaning into what makes a product different, brands create instant recognition and give people something worth talking about.
Labubu’s surge in popularity is deeply rooted in Pop Mart’s focus on building genuine relationships with its fans. The company encourages user-generated content— unboxings, fan art, influencer stories—that fueled Labubu’s spread online and build brand engagement. Fans weren’t just buying toys; they were becoming part of a community that celebrated each new design.
Marketing lesson: Customers don’t want to feel like faceless buyers. They want to feel seen, heard and part of something bigger. By encouraging engagement and valuing contributions, brands can turn casual customers into loyal advocates who spread the word on their behalf.
While Pop Mart notes Labubu is most popular among women aged 18–30, its audience has broadened beyond that group. The design draws on influences from Nordic mythology and East Asian “kawaii” culture, making it feel both familiar and new to global audiences.
For Millennials and Gen Xers, Labubu also sparks nostalgia for toy crazes like Tickle Me Elmo and Beanie Babies that once lit up childhoods before fading away. Together, these layers of cultural resonance and cross-generational charm give Labubu an unusually broad reach.
Marketing lessons: Relatability is a powerful driver of virality. When a product can connect across generations and cultures, it expands far beyond a niche fan base. Brands that blend familiarity with novelty can build bridges to much larger audiences.
Labubu’s blind box model makes buying feel like a game. The thrill of not knowing which design you’d unwrap made collecting Labubus fun. It also turns buying into an emotional experience rather than a rational choice, fueling the urge to complete entire collections.
Besides, the suspense itself became content—millions watched unboxing videos to share in the excitement. Even BLACKPINK’s Lisa admitted she began with “only three to four” Labubus but soon wanted “a whole box” of the latest collection.
Marketing lesson: Mystery creates excitement, and excitement drives repeat purchases. By adding an element of surprise, brands can make the buying experience feels less like a transaction and more like a story unfolding. That thrill keeps customers coming back and makes the product easy to share online.
Pop Mart releases Labubus in limited drops, often tied to holidays or cultural events. Some editions include ultra-rare “chase” figures—appearing only once in every 144 boxes—creating a strong sense of urgency and fear-of-missing out (FOMO) among buyers. This strategy fuels a booming resale market, where regular figures retailing at US$25 can sell for US$200–US$300, and rare editions have even fetched prices up to US$150,000.
Marketing lessons: Scarcity isn’t just about limiting supply—it’s about building anticipation. By tying releases to events and sprinkling in rare editions, brands keep fans watching for the next drop. This combination of urgency and exclusivity transforms ordinary products into must-have collectibles.
Labubu has expanded its reach through creative brand collaborations. For instance, the Labubu x Coca-Cola series features figures in iconic red-and-white themes, while a Vans Old Skool drop merged streetwear in the clothing brand’s notable checkerboard pattern with collectibles. The One Piece collaboration blended Labubu’s quirky style with beloved anime heroes, appealing to fans of both worlds.
Marketing takeaway: Collaborations breathe fresh life into a brand and open doors to new audiences. Partnering with well-known names adds cultural weight and collectible value, while keeping the brand relevant in different communities. Done right, collaborations turn niche products into mainstream sensations.
Labubu’s phenomenal success is more than a passing craze. It’s proof that bold design, authentic community building, clever scarcity and cultural collaborations can transform a quirky idea into a global movement.
For marketers, the takeaway is simple: don’t just chase trends—create something real and let your community shape the story with you. Be bold, stay authentic and bring your fans along for the ride. That’s how brands move from fleeting hype to lasting cultural icons.