September 18 Market Close: The End of the AI Speed-Control Debate That Shook the Market; Inference and Agent Demand Are Actually Exploding | Hong Seon-ae, Lee Kwon-hee, Kim Jang-yeol

[9월 18일 마감시황] 시장을 뒤흔든 AI 속도조절론의 결말…추론·에이전트 수요는 오히려 폭발한다ㅣ홍선애, 이권희, 김장열 [클로징벨 라이브]
Watch on YouTube ↗  |  September 18, 2026 at 08:09  |  1:11:58  |  3PRO TV (삼프로TV)
Speakers
Kim Jang-yeol — Reporter, The Bell
Lee Kwon-hee — CEO, Economist
Hong Seon-ae — Host

Summary

The September 18 Closing Bell Live episode reviewed a strong Korean market close after FOMC and BOJ decisions were absorbed, with KOSPI up about 2.6% and KOSDAQ up 0.6%. The guests dismissed the recent AI speed-control scare as noise and argued that inference and agent demand, AI infrastructure, and data-center power needs remain strong. Sector discussion focused on semiconductors, optical and CPO communications, power equipment and cables, bio weakness, neoclouds, and Doosan-related names. They also flagged next-week Chuseok holiday risks around a US-China summit, especially for secondary batteries.

  • KOSPI closed up 2.6% near 6,894; KOSDAQ rose 0.6% to 827.
  • FOMC and BOJ rate decisions were seen as expected, helping resolve uncertainty.
  • AI speed-control concerns were treated as noise; agent and inference demand were emphasized.
  • AI hardware leadership included semiconductors, power equipment, electric wires, and optical communications.
  • Korean biotech remained weak on poor supply and sentiment.
  • Data-center rent inflation supported neoclouds and cloud platforms.
  • Doosan was discussed positively on CCL investment and SK Siltron progress.
  • Next week's US-China summit was flagged as a risk for battery-related sectors.
Ideas
Lee Kwon-hee CEO, Economist 9:36
Avoid Korean biotech on weak supply
Korean biotech sentiment is weak, supply has dried up after extended losses, and several regulatory and sentiment issues are weighing on the group. Until institutions or foreigners get a strong catalyst, the sector is likely to struggle.
Lee Kwon-hee CEO, Economist 10:44
Alteogen support at 250k won critical
Alteogen's fundamentals have not deteriorated, but supply is not attaching. The 250,000 won support area is critical; if it breaks, the stock could struggle further, so it is mainly a key-level monitor.
Lee Kwon-hee CEO, Economist 19:08
CPO optical communications replacing copper
Co-packaged optics moves optical conversion close to the switch chip, improving data transmission efficiency and potentially replacing copper in data centers; the technology could also spread to robots. Lumentum and Coherent are representative US plays, while the domestic optical and communications theme is gaining traction.
Lee Kwon-hee CEO, Economist 21:48
Sungwoo Electronics domestic CPO equipment play
A Shinhan Investment report highlighted Sungwoo Electronics as a CPO-related inspection equipment play with a 2027 view. As CPO adoption becomes more concrete, it appears to be the main domestic listed exposure to this niche, so continued interest is warranted.
Lee Kwon-hee CEO, Economist 22:27
RFHIC benefits from data-center interconnect chips
RFHIC makes communication chips and is benefiting from data-center-to-data-center connectivity demand. It consolidated for a while and then broke out sharply, with sell-side analysts recently emphasizing the name.
Lee Kwon-hee CEO, Economist 22:59
RF Materials optical and defense exposure
RF Materials makes communication package laser modules and image sensors, giving it both defense and optical communications exposure. It is smaller and more volatile than RFHIC, so it is a related but higher-risk way to play the same communications theme.
Lee Kwon-hee CEO, Economist 25:29
Korean AI hardware supply chain re-rating
Today's Korean winners were all tied to AI infrastructure: semiconductors, power equipment, electric wires, and optical communications. The AI hardware value chain is being re-rated as the market finds Korean ways to express AI infrastructure demand.
Kim Jang-yeol Reporter, The Bell 28:43
SK hynix ADR premium implies upside
SK hynix's ADR premium has normally been 30-35%; recently it stretched to 45% and has normalized near 35%. If it returns to about 30%, the local shares would need to rise roughly 5% toward the 1.9 million won area, giving a valuation anchor and momentum support for the stock.
Kim Jang-yeol Reporter, The Bell 29:36
Samsung Electronics cheap versus SK hynix
Samsung Electronics trades at a lower valuation than SK hynix even though HBM catch-up, yield, and Tesla-related progress are improving. The market prefers faster-moving Hynix, so Samsung is a relative-value catch-up candidate rather than a clear immediate momentum trade.
Kim Jang-yeol Reporter, The Bell 39:41
Nebius benefits from data-center rent inflation
Data center rents are rising sharply, with some older models up 60% and average increases around 20%. Nebius has little debt, is customer-funded, and mainly needs to expand capacity, making it a cleaner neocloud and data-center landlord play than debt-laden peers.
Kim Jang-yeol Reporter, The Bell 40:29
CoreWeave convertible debt creates discomfort
CoreWeave also raised data center rents about 25% and is making money, but convertible bonds and related debt and noise make the equity uncomfortable to own. It is a strong business with a less comfortable capital-structure setup.
Kim Jang-yeol Reporter, The Bell 41:04
Rising data-center rents help Amazon, Alphabet
If data center rents keep rising, the large cloud platforms can also benefit. Amazon and Google/Alphabet are natural downstream beneficiaries of the data-center rent inflation and AI infrastructure demand.
Kim Jang-yeol Reporter, The Bell 42:38
Delay risk in Korean nuclear contracts
Nuclear power signing appears likely to be delayed; a foreign ministry official rather than the industry ministry making the visit suggests the schedule may slip. The speaker has been cautious on nuclear-related names because of this delay risk.
Lee Kwon-hee CEO, Economist 45:13
Power equipment benefits AI data centers
AI data centers are driving power demand, with Texas power demand reportedly up sevenfold in under two years and US legislation pushing companies to build on-site power. After electric-wire names surge, attention can rotate to LS, Iljin Electric, Sanil Electric, LS Electric, Hyosung Heavy Industries, and HD Hyundai Electric; these are all supported by the same AI power infrastructure cycle.
Lee Kwon-hee CEO, Economist 45:16
Daehan Electric Wire overvalued after surge
Daehan Electric Wire has surged about 25% on plant and order news, but its valuation is already around 40x. Another move would likely trigger valuation-burden concerns, so reducing exposure by Monday is reasonable rather than chasing.
Lee Kwon-hee CEO, Economist 47:48
GNC Energy overextended, avoid entry
GNC Energy, a small backup-generator name, has rallied again but the chart is overextended and the growth rate does not clearly justify the move. Its valuation is not extreme at around 13x, but the risk/reward is uncomfortable.
Lee Kwon-hee CEO, Economist 49:16
Doosan Fuel Cell on-site power beneficiary
US legislation prevents AI-driven power costs from being shifted to ordinary consumers, pushing companies to build more on-site power. Doosan Fuel Cell is a beneficiary of this on-site generation requirement.
Kim Jang-yeol Reporter, The Bell 52:53
KOSPI options positioning tilts upside
Foreign futures short positioning has been reduced, and options positioning still points upward. For short-term direction, the options market is the better signal and is positioned to profit from further upside.
Kim Jang-yeol Reporter, The Bell 61:48
Doosan bottoming on CCL investment
Doosan announced a large 1 trillion won copper-clad laminate investment for AI chip and server PCB materials, and its SK Siltron acquisition is entering the final stage. The stock has been heavy but appears ready to escape the bottom, and the holding-company valuation is not overly burdensome; current holders can stay with it.
Kim Jang-yeol Reporter, The Bell 64:47
Doosan Tesna valuation reset, watch
Doosan Tesna has exposure to Samsung CMOS image sensor testing and potentially Tesla-related back-end work, but earnings are not immediate. Target prices have been cut and valuation has reset from around 40x to the high-teens or 20x range, so it is a monitor for a later re-rating rather than an urgent buy.
Kim Jang-yeol Reporter, The Bell 67:32
AI inference and agents lift semiconductor demand
The AI speed-control debate is noise; inference and agent demand are actually accelerating. Agent adoption is exploding, with one AI developer reportedly running over 30,000 agents, which should drive token usage, memory, and broader AI semiconductor demand. This supports AI semis and memory despite temporary fears.
Kim Jang-yeol Reporter, The Bell 69:27
Buy KOSPI dips in short week
The week's key macro risks, FOMC and BOJ, were absorbed as expected, and the AI speed-control scare faded. Next week is short before the Chuseok holiday; if Monday is weak, buying more aggressively into KOSPI would not be a bad approach.
Kim Jang-yeol Reporter, The Bell 69:55
Avoid Korean batteries on US-China risk
A US-China summit during the holiday is a risk: if the two sides suddenly become friendly and open battery or auto markets, sectors that benefited from US-China tension could be hurt. Secondary batteries are the representative vulnerable sector to watch.
Up Next

This 3PRO TV (삼프로TV) video, published September 18, 2026, features Lee Kwon-hee, Kim Jang-yeol discussing Korean Biotech, 196170.KQ, LITE, COHR, 081580.KQ, 218410.KQ, 327260.KQ, AI-SECTOR, 000660.KS, 005930.KS, NBIS, CRWV, AMZN, GOOGL, Korean nuclear power, 006260.KS, 103590.KS, 062040.KS, 010120.KS, 298040.KS, 267260.KS, 001440.KS, 119850.KQ, 336260.KS, KOSPI 200 options, 000150.KS, 131970.KQ, SMH, EWY, Korean secondary battery sector. 23 trade ideas extracted by AI with direction and confidence scoring.

Speakers: Lee Kwon-hee, Kim Jang-yeol  · Tickers: Korean Biotech, 196170.KQ, LITE, COHR, 081580.KQ, 218410.KQ, 327260.KQ, AI-SECTOR, 000660.KS, 005930.KS, NBIS, CRWV, AMZN, GOOGL, Korean nuclear power, 006260.KS, 103590.KS, 062040.KS, 010120.KS, 298040.KS, 267260.KS, 001440.KS, 119850.KQ, 336260.KS, KOSPI 200 options, 000150.KS, 131970.KQ, SMH, EWY, Korean secondary battery sector