![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260123.076fbb79c429437bb5413332c972049d_P1.png)
▲AI PRISM* Customized Economic Briefing
*Editor's Note: 'AI PRISM' (Personalized Report & Insight Summarizing Media) is an 'AI-based customized news recommendation and summarization service' developed with support from the Korea Press Foundation. It selects and provides six customized news items for each reader type.
[Key Issue Briefing]
■ Warsh Fed Chair Nomination and Gold/Silver Market Turmoil: President Trump's nomination of hawkish former Fed Governor Kevin Warsh as the next chair has sharply reversed the 'debasement trade.' Global investors need to rebalance their dollar asset allocations while diversifying safe-haven positions in preparation for continued high volatility in gold and silver.
■ Humanoid Mass Production Ramps Up, Investment Opportunities Emerge: As Tesla prepares to unveil its third-generation Optimus in Q1 this year with a target of 1 million units annually, the 'cost cross'—where humanoid operating costs fall below labor costs—is expected within four years. Now is the time to consider expanding medium-to-long-term portfolio allocations to robotics and AI infrastructure stocks.
■ Memory Chip Supply Imbalance and Deepening Chipflation: With NAND flash prices surging 64.8% month-on-month and PC DRAM jumping 89.9%, electronics price hikes are inevitable. Investors should maintain exposure to memory semiconductor stocks while reviewing valuations in light of demand slowdown risks.
[News of Interest to Global Investors]
1. Humanoid 'Cost Cross' Imminent—Operating Costs to Fall Below Labor Costs Within 4 Years
Key Summary: According to Bain & Company, humanoid unit costs fell 40% between 2022 and 2024, and hourly operating costs are projected to equal or fall below the average U.S. worker's hourly wage by around 2030. Tesla plans to unveil its third-generation Optimus in Q1 this year, with a long-term goal of producing 1 million units annually. Germany's BMW deployed Figure AI's humanoids on production lines for 11 months, handling the loading of more than 90,000 parts. Global investors may consider increasing exposure to core robotics ecosystem players such as Tesla and Nvidia, as well as promising startups like Figure AI.
2. 'Billionaire Son-in-Law' Economic President May Only Feign Low Rates
Key Summary: President Trump's nomination of hawkish former Fed Governor Kevin Warsh as the next Fed chair has increased financial market volatility. Wall Street observers suggest that after Warsh takes office in May, rate cuts could be discussed starting at the June FOMC meeting, with CME FedWatch pricing a 49.5% probability of a 0.25 percentage point cut by June. However, concerns remain that Warsh may revert to his hawkish convictions after the November midterm elections, increasing monetary policy uncertainty. Global investors should maintain positions reflecting short-term rate cut expectations while managing bond duration conservatively in light of medium-term inflation risks.
3. Chip Prices Surge Again—Smartphone and PC Prices to Keep Rising
Key Summary: The January fixed contract price for 128Gb commodity NAND flash rose 64.8% month-on-month to $9.46, hitting a record high and nearly quintupling from a year ago. PC DDR5 8GB module prices also surged 89.9% to $75, as HBM-focused capital investment has significantly reduced commodity DRAM and NAND production capacity. TrendForce forecasts that rising memory prices will reduce smartphone production by 2% and PC production by 2.4% year-on-year this year. Global investors should note improved profitability at Samsung Electronics (005930.KS) and SK hynix (000660.KS) while monitoring earnings volatility from potential demand slowdowns.
[Reference News for Global Investors]
4. "Does Only Human Labor Create Value?"—Adam Smith's Theory Challenged
Key Summary: Siemens is pursuing a 'dark factory' concept at its Erlangen plant in Germany, deploying agentic AI to handle the entire process from design to production without human involvement. Critics note that if humanoids and AI become production agents, the labor theory of value—that "all wealth originates from labor"—and marginal productivity theory could be fundamentally undermined. Whether a nation possesses an ecosystem of hyperscale AI companies like Google and Nvidia is expected to determine national competitiveness, deepening polarization between countries. Global investors should maintain portfolio weightings centered on U.S. Big Tech companies dominating the AI ecosystem while reassessing structural risks in emerging market manufacturing investments.
5. Warsh Nomination Triggers 'Margin Call' Fears—Silver Posts Largest Drop in 46 Years
Key Summary: Immediately following Warsh's nomination, the dollar index rebounded 0.8%, causing silver futures to plunge 31.4%—the largest drop since the 1980 Hunt Brothers speculation incident 46 years ago. Gold futures also fell more than 10%, dropping sharply from $5,300 to the $4,700 range per troy ounce, with forced margin call selling by leveraged investors amplifying the decline. However, UBS forecasts gold could reach $5,400 by year-end, while Jefferies projects $6,600, suggesting upside potential remains. Global investors should reduce leveraged positions in preparation for increased gold and silver volatility and adjust safe-haven allocations through dollar-cost averaging strategies.
6. AI-Made Overnight Billionaires—Piketty's Warning Becomes Reality
Key Summary: Economist Philip Trammell and AI expert Dwarkesh Patel warned in their essay "Capital in the 22nd Century" that inequality could deepen in the AI era regardless of economic growth. In the AI age, capital can accumulate wealth infinitely on its own, and with incentives to share wealth with workers disappearing, concerns are growing that hereditary capitalism will become entrenched. In reality, AI companies including Nvidia, Microsoft, Apple, and Google dominate the top ranks of global market capitalization. Global investors should concentrate investments in AI winner companies while incorporating regulatory risks and potential social backlash into medium-to-long-term scenarios.
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![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260123.2dee389fa0e4480a8ece44b7f7672cce_P1.png)
![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260201.23562a09e8064a9994ba577340dc6132_P1.png)
![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260201.6d5496b949ba41238a32366ab7e49573_P1.png)
![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260201.50552cc1b0194165847c85781b40ba68_P1.png)
![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260201.5edeafa90fd344369dd0d87aab80f7ef_P1.png)
![Humanoid Operating Costs to Fall Below Labor Costs Within 4-5 Years Humanoid operating costs to fall below labor costs within 4-5 years [Global News] - Seoul Economic Daily Finance News from South Korea](https://wimg.sedaily.com/news/cms/2026/02/02/news-p.v1.20260123.28486bbd60fc4e72b49d55b8bbded252_P1.png)




