On-Device AI + Physical AI… Samsung Electronics' Scope Expands / The Physical AI World Hyundai Motor Dreams Of

On-Device AI + Physical AI… Samsung Electronics' Scope Expands / The Physical AI World Hyundai Motor Dreams Of | Author Baek Seung-ho
Watch on YouTube ↗  |  May 25, 2026 at 12:00  |  22:06  |  815 Money Talk (815머니톡)
Speakers
Baek Seung-ho — Author

Summary

Author Baek Seung-ho discusses the dawn of physical AI and its implications for major Korean companies. He explains why NVIDIA dominates, how memory technology evolves with HBM/HBF, Samsung's on-device AI strengths, Hyundai's vertical integration in robotics, and offers investment strategies. He emphasizes that the physical AI market is just beginning and will drive massive demand for compute and memory, recommending gradual accumulation of real physical AI companies.

  • NVIDIA's physical AI revenue is growing rapidly and the cycle is far from over.
  • Physical AI will generate 100x more data, boosting memory demand significantly.
  • SK Hynix and Samsung are well-positioned in memory (HBM/HBF) for physical AI.
  • Samsung's portfolio across semiconductors, appliances, and smartphones gives it unique data advantages.
  • Hyundai Motor Group's vertical integration is a strategic fit for robotics, but Baek stops short of a stock call.
  • Early-stage physical AI stocks will rise together and later differentiate based on fundamentals.
  • Investors should gradually accumulate real physical AI holdings to avoid FOMO.
  • On-device AI is a separate area with players like Qualcomm and Samsung.
Trade Ideas
Physical AI demand boom is early.
Physical AI is just beginning and will require massive amounts of compute and data, far beyond current levels. NVIDIA's physical AI revenue is already growing rapidly (50% QoQ) and approaching gaming revenue. The overall market for GPUs and data centers will continue to expand, making NVIDIA a key beneficiary. It is too early to sell; the cycle is far from over.
Memory demand from physical AI surges.
As physical AI generates 100x more data than current AI, memory (DRAM, NAND) becomes even more critical than GPU. SK Hynix, a leader in HBM and NAND, is well-positioned to benefit from the transition to HBF and the explosive growth in memory demand driven by physical AI. Memory will be a bottleneck and thus a growth area.
Up Next

This 815 Money Talk (815머니톡) video, published May 25, 2026, features Baek Seung-ho discussing NVDA, 000660.KS. 2 trade ideas extracted by AI with direction and confidence scoring.

Speakers: Baek Seung-ho  · Tickers: NVDA, 000660.KS