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Meta publicly acknowledged excess GPU inventory, POSCO committed 11.9 billion dollars to a decade-long resource pivot, and Chinese automakers outsold Japanese brands in Europe for the first time — five board-level calls, all within 24 hours out of Korea.
In today's AI PRISM: CEOs, we examine what Meta's GPU monetization move signals for any executive modeling AI infrastructure as a fixed cost line, and why that assumption is now under pressure. Korean power equipment firms HD Hyundai Electric, Hyoseong, and LS Electric secured approximately 2.6 trillion won in new data center supply contracts — as the IEA projects global data center power consumption to double by 2030. POSCO unveiled a 16.7 trillion won three-year roadmap targeting a top-five global lithium position by 2033, with Argentina operations already profitable as of Q1 2026. And with Google's 4.13 billion euro EU antitrust fine now legally final, the platform bundling enforcement template across EU markets is set.
Sources:

Meta, AI Cycle Signals, and the GPU Overinvestment Debate — Seoul Economic Daily, July 2, 2026
Korean Power Equipment Firms Ride AI Data Center Boom — Seoul Economic Daily, July 2, 2026
POSCO Group CEO Investor Day: Triple-Core Strategy, 16.7 Trillion Won Investment Plan — Seoul Economic Daily, July 2, 2026
Chinese Automakers Outsell Japan in Europe for the First Time — Seoul Economic Daily, July 2, 2026
Google Loses Final EU Android Antitrust Appeal — Seoul Economic Daily, July 2, 2026
US Revives Korea's Dormant Tungsten Mine After 32 Years — Seoul Economic Daily, July 2, 2026

About AI PRISM:
AI PRISM is Seoul Economic Daily's WAN-IFRA award-winning newsroom AI series, delivering Korean economic news adapted for global audiences. Episodes are produced with AI assistance and reviewed by a human editor.
Tags:
#MetaGPU #AIInfrastructure #POSCO #KoreanPowerEquipment #ChineseAutoExports #BYD #GoogleEUAntitrust #TungstenMining #StrategicMinerals #SupplyChain #KOSPI #AIPRISM #SeoulEconomicDaily #WANIFRA

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00:02You're listening to AI Prism from Seoul Economic Daily.
00:06It's Friday, July 3rd.
00:08Let's look at a business story shaping corporate Korea.
00:12Imagine spending $145 billion on top-of-the-line AI tech, only to realize you have to rent
00:20out last year's models just to balance the book.
00:22Right, which sounds totally counterintuitive.
00:24It really does.
00:25But that is exactly what Meta is doing right now.
00:28And today, we are unpacking five crucial board-level signals across AI, power, minerals, and regulations
00:35that honestly demand a total reassessment of your corporate infrastructure.
00:39Yeah, what's fascinating here is how the very definition of a strategic asset is flipping.
00:44I mean, Meta is actively leasing out their older A100 and H100 GPUs.
00:49Even while maintaining that massive $145 billion capital expenditure budget for 2026.
00:55Exactly. They are keeping that budget while renting out the old hardware.
00:59Okay, let's unpack this. I mean, it's like a rental car company leasing out last year's models while
01:03simultaneously buying a whole new fleet. Does this mean locked-in AI compute is actually becoming
01:08a balance sheet liability rather than a long-term advantage?
01:11It absolutely is. And well, the hidden mechanism driving that liability is power. You know, you can't
01:16just plug these massive new data centers into a standard grid.
01:20Right, they draw way too much juice. Way too much. Next-generation AI ships draw exponential
01:25wattage compared to traditional processors, and they run incredibly hot.
01:29Oh, absolutely. So to support them, you need entirely rebuilt grid architectures,
01:33liquid cooling systems, specialized high-voltage transformers.
01:37And that is exactly where Korean power firms are just cleaning up.
01:40Like, H.D. Hyundai, Hyo Song, and Ellis Electric just secured $2.6 trillion.
01:46That's roughly $1.9 billion U.S. dollars in data center contracts.
01:51Wow, that is a massive windfall.
01:53It is. Ellis Electric alone booked $1.2 trillion just in the first half of 2026.
01:59Because of this specialized power demand, combined sector operating profits are projected to jump 38%
02:04to $2.99 trillion one. But, you know, here's the bottleneck. You can have all the AI chips and
02:10data center designs in the world, right? Sure. But if you don't have the specific raw materials
02:14to build those high-voltage transformers and cooling systems, those data centers never turn on.
02:19Exactly. Which brings us to the massive pivot we are seeing in global supply chains.
02:24Yeah. POSCO is committing $16.7 trillion, once so, about $11.9 billion,
02:29to a heavy pivot into lithium, LNG, and overseas steel.
02:33Yeah. And we are seeing similar moves domestically, too. Actually,
02:36Korea's Sangdon Tungsten Mine is resuming production after 32 years of being closed.
02:42Wait, 32 years?
02:43Yeah, a long time. And they are targeting 4,600 tons annually.
02:49Wow.
02:49That instantly makes Korea the second largest tungsten producer in the world.
02:53Right behind China, who puts out a staggering 67,000 tons. So why is this rush for mineral
03:00sovereignty happening right now? Look at the changing geopolitical landscape. I mean,
03:04Chinese automakers just outsold Japanese brands in Europe for the first time by unit volume.
03:09Oh, really? I didn't realize it had flipped already.
03:11It did, and they are projecting 10 million total auto exports this year. Controlling these critical
03:15minerals means controlling the future of global hardware, period.
03:18So while China tries to monopolize the physical supply chain,
03:21we are seeing the exact same turf war over digital real estate, right?
03:25Precisely. Google's 4.13 billion euro EU antitrust fine is now legally final. The European
03:33Court of Justice basically cracked down on digital market access.
03:37So if we strip away all the legal jargon, what does that actually mean?
03:42It means Google can't force phone makers to pre-install Google Search just to get access to
03:47the Google Play Store. It's like a dealership forcing you to buy their car stereo if you want
03:52to be allowed to buy their tires. It is just illegal bundling.
03:55So what does this all mean for you, the executives actually having to navigate this shifting landscape?
04:00For executives modeling AI infrastructure as a fixed cost, Meta's excess compute acknowledgement
04:06means you must pressure test pricing against a market where hyperscalers compete on older inventory.
04:11The POCO and Sangdong developments prove strategic mineral sourcing is now a direct
04:16choice between China-controlled supply and geopolitically stable allied alternatives.
04:20Finally, the definitive Google ruling makes it a time-sensitive board action item to legally
04:25review any structurally equivalent bundling practices in EU-served markets.
04:29That leaves you with a critical question to mull over this weekend. With Meta having to lease
04:33out old compute inventory and utility equipment companies watching their profits surge by 38%
04:38are the true long-term winners of the AI revolution. Actually, the company is building the power grid
04:43rather than the tech giants themselves, AI Prism CEOs. AI assisted reviewed Juan Ifra back tomorrow.
04:50Hashtag CoSPI. You've been listening to AI Prism from Seoul Economic Daily.
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