Thomas Edison demonstrated a practical light bulb in 1879. Commercial central power arrived three years later, when Pearl Street Station began serving 59 Manhattan customers, according to the U.S. Census Bureau.
The bulb won the headlines. The power plant decided who got light.
Alibaba Group Holding (BABA) CEO Eddie Wu borrowed that history on Tuesday, September 22, 2026. At the Apsara Conference in Hangzhou, he said “AI coding is simply the light bulb of the machine intelligence era,” according to CNBC. Then he spent his keynote on the power plants.
The bombshell is a target measured in electricity, not revenue.
Alibaba Cloud aims for more than 20 gigawatts of global data center capacity by 2032, according to Bloomberg.
A year ago, Wu promised only a tenfold rise in data center energy use by 2032, according to TechNode. Now investors have a number to track.
The engine is the Zhenwu V900 from Alibaba’s T-Head chip unit. It triples the performance of May’s M890 and links up to 500,000 chips in one cluster, according to Seeking Alpha. Wu called it the “most powerful AI chip in China today.”
Related: US spies say someone is secretly copying America’s AI
Alibaba moved its chip deadline up six months
The launch date is the bigger surprise. In May, Alibaba set the V900 for the third quarter of 2027, according to Yicai.
Mass production now starts in the first quarter, according to CNBC. Pulling a flagship chip forward two quarters signals demand Alibaba cannot yet serve.
Huawei made the same move on Thursday, September 17, 2026, pulling its Ascend 960DT forward three quarters to early 2027, according to The Next Web.
Two of China’s leading homegrown chip programs will now chase the same buyers.
Those buyers are multiplying. Zhenwu chips had more than 400 external customers in May, according to Reuters, as U.S. export curbs pushed Chinese firms away from Nvidia (NVDA) processors.
The count now tops 650, up more than 60% in four months, according to Benzinga.
Why bigger Qwen models need more power
Parameters are the internal settings an AI model tunes as it learns, and more of them require more chips and electricity. Alibaba expects Qwen 4.5 and Qwen 5 to reach 5 trillion to 10 trillion parameters, according to Seeking Alpha. That is up to four times the 2.4 trillion in its current flagship, Qwen 3.8 Max.
Last year, Wu framed AI that iterates on itself as the final stage on the road to superintelligence, according to TechNode.
This year, he said the Qwen team made “meaningful progress” on models that generate their own training data, according to Seeking Alpha.
Such models keep chips busy around the clock, tying his research to his power target.
What the 20 gigawatt plan means for BABA stock
Alibaba runs the Taobao and Tmall shopping platforms and Alibaba Cloud, which the South China Morning Post calls China’s biggest public cloud provider. For U.S. investors, BABA bundles Chinese consumer spending and China’s AI buildout into one ticker.
The market cheered, but quietly. Hong Kong shares rose about 3% on Tuesday, according to CNBC.
A year earlier, Wu’s Apsara spending pledge sent the stock to its highest level in four years, according to the South China Morning Post. U.S. shares were down about 25% for 2026 as of Monday, September 14, 2026.
The difference is the bill. Capital spending jumped 75% to 67.7 billion yuan in the June quarter while profit fell by the same rate, according to CNBC.
Cloud revenue still grew 45%, according to Alibaba’s results filing, and Wu has told investors he puts growth before margins.
Shareholders also absorbed dilution when Alibaba sold HK$80 billion of new shares at HK$112.70 each in August, according to its SEC filing. Wu and Chairman Joe Tsai bought more stock afterward.
The bigger issue is duration. By June, Alibaba had spent 190 billion yuan of the 380 billion yuan it pledged over three years, according to an Investing.com earnings call transcript. The 20-gigawatt goal runs years past that budget, so heavy spending will likely outlast it.
More AI:
- Nvidia just made a move Wall Street wasn’t ready for
- Microsoft just took sides in AI policy fight
- OpenAI just disclosed something genuinely alarming
China’s AI race is becoming a power race
At last year’s Apsara, Wu predicted only five or six global cloud platforms would dominate. The 20 gigawatt plan is his price for a seat at that table. Huawei is chasing the same seat with systems built to link up to 1 million processors, according to The Next Web.
That shifts the contest in China from who builds the smartest model to who can power the most chips.
The first test is scheduled for the first quarter of 2027, when both the V900 and the Ascend 960DT are due. If Alibaba ships on time, those 20 gigawatts become working compute. If it slips, investors will be paying for power plants with too few bulbs to light.
Related: Alibaba makes another bold move after $10.2 billion AI funding deal