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7 Mega Themes·116 Investment Ideas·29 AI Reports

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2 Mega Themes·10 Investment Ideas·2 AI Reports

SPECIAL REPORT📊Intermediate

The Memory Pickaxe of This AI Gold Rush, Revisited

The end of this AI gold rush cycle is not set by memory — the pickaxe of this rush.

It is set by the miners, the hyperscalers. Memory prices climbing and inventories at multi-year lows are not peak signals.

Full Analysis Read
Start Here

First time? Begin with these five reports

Editor-picked. From series openers to the latest deep dives.

Big 3 Memory Legacy Exit & Successor Deep Dive
#1 PICK🔬Advanced
테마 심층·Series Part 1

Big 3 Memory Legacy Exit & Successor Deep Dive

Who Fills the Void — Screening Korean Value Chain Second-Tier Beneficiaries

글로벌 반도체 CapEx 사이클 Part 1 — 매크로 분해
#2
🔬Advanced

글로벌 반도체 CapEx 사이클 Part 1 — 매크로 분해

AI's Real Bottleneck — OSAT Packaging Wars
#3

AI's Real Bottleneck — OSAT Packaging Wars

RAMpocalypse — What Happens After the Memory Big-3 Leave
#4

RAMpocalypse — What Happens After the Memory Big-3 Leave

AI Infrastructure 4 Bottlenecks — Big Tech Q1 2026 Earnings Summary
#5
🔬Advanced

AI Infrastructure 4 Bottlenecks — Big Tech Q1 2026 Earnings Summary

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Series Openers

Begin from Part 1, build up

8 ongoing series — tap Part 1 to enter the full series

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Sentiment & FOMO2/2 parts

FOMO Trap Series

Latest part 2: 조정 안 기다린 자도 일부 익절할 시점 — FOMO 트랩 후속

Start from Part 1
Memory Bottleneck3/3 parts

Memory Big 3 Saga

Latest part 3: RAMpocalypse — What Happens After the Memory Big-3 Leave

Start from Part 1
Geopolitics5/5 parts

Iran-Middle East Crisis Analysis

Latest part 5: Iran-US War and Global Markets — The Complete Investor's Guide

Start from Part 1
CPO & Optical3/3 parts

Optical & CPO Cycle

Latest part 3: Optical Bottleneck: Why Lumentum and Coherent Are the Real Choke Points

Start from Part 1
Weekly Review11/11 parts

Weekly Market Review

Latest part 10: Weekly Market Review: Week 18 (May Week 1)

Start from Part 1
AI Infrastructure2/2 parts

Intel Q1 Semiconductor Shortage Saga

Latest part 2: The All-Front Semi Shortage Confirmed by Intel Q1

Start from Part 1
KOSPI Path2/2 parts

KOSPI Path Analysis Series

Latest part 2: KOSPI 10,000 Path Analysis

Start from Part 1
AI Infrastructure1/3 parts

Global Semiconductor CapEx Cycle Series

Latest part 1: 글로벌 반도체 CapEx 사이클 Part 1 — 매크로 분해

Start from Part 1
Breaking News
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Stock Market Rises Despite New Iran War Setbacks

S&P 500 +0.5%
06:36

Key Market Focus This Week

S&P 500 +0.5%
02:05

Key Market Focus This Week: As Important as Iran

S&P 500 +0.5%
02:05

Daily
Comment.

2026-05-06

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KOSPI 7,384.56 (+6.45%) — breaks 7,000 for the first time, Samsung joins $1T club

Samsung +16% (KRW 270,000) hit all-time high, SK hynix surged in tandem — semiconductor rally exploded.

US-Iran deal imminent — Hormuz normalization hopes sent WTI -4.1% to $100

Trump announced 'Project Freedom' pause; oil gave back most of the April spike.

AMD +20% — Data Center +57% YoY growth plus raised guidance

Following +5.5% AH the prior day, AMD surged further as AI GPU diversification gains traction.

ARM +23.35% — unveiled first in-house AI data center CPU 'Arm AGI'

Q4 revenue $1.49B (+20% YoY) and EPS $0.60 beat; added +8% after hours.

S&P 500 7,365.12 (+1.46%) and NASDAQ 25,838.94 (+2.02%) at fresh records

VIX 15.5 (-11.2%) plunged as risk appetite spread across all sectors.

+2 more issues

KOSPI 7,384.56 (+6.45%) smashed through 7,000 for the first time — Samsung +16% joins the $1T club. US-Iran deal imminent sent WTI -4.1% to $100; S&P 500 and NASDAQ hit fresh records.

AMD +20% and ARM +23% surged.

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Latest Research

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The Memory Pickaxe of This AI Gold Rush, Revisited
📊Intermediate
5/7/2026·14 min read

The Memory Pickaxe of This AI Gold Rush, Revisited

The end of this AI gold rush cycle is not set by memory — the pickaxe of this rush. It is set by the miners, the hyperscalers. Memory prices climbing and inventories at multi-year lows are not peak signals. They are signals that the miners are still buying more pickaxes. Big Four 2026 CapEx +77% YoY to $725B; Jefferies estimates 92% of operating cash flow goes to CapEx, of which 28% to memory; multi-year LTAs with 10-30% prepayments and floor-price clauses. To time the cycle's end, watch token cost decay and big-tech bond spreads — not memory prices.

Optical Bottleneck: Why Lumentum and Coherent Are the Real Choke Points
📊Intermediate
5/3/2026·25 min read

Optical Bottleneck: Why Lumentum and Coherent Are the Real Choke Points

Lumentum and Coherent sit at the narrowest optical bottleneck in the 1.6T, 200G EML and CPO transition. Next week's earnings are the first public test of whether the AI data-center optical cycle is a generic recovery or a true bottleneck premium. The key is not headline beats, but 200G EML orders, 1.6T guidance and Datacenter/Components mix.

글로벌 반도체 CapEx 사이클 Part 1 — 매크로 분해
🔬Advanced
4/28/2026·18 min read

글로벌 반도체 CapEx 사이클 Part 1 — 매크로 분해

글로벌 반도체 CapEx 사이클이 TSMC 2나노 5개 fab 동시 가동 + 메모리 3사 (SK하이닉스 청주·인디애나·용인, 삼성 평택 P4·P5, 마이크론 Idaho·NY·Singapore) 동시 케파 확장 + 소부장 3중 발주 사이클로 진입했다. TSMC SoIC 어드밴스드 패키징 CAGR이 가장 빠르며, 한국 한미반도체 TC본더·HPSP 고압 어닐링이 점유율 50%+ 1차 수혜 사업자로 식별된다. 일본은 디스코·아드반테스트·도쿄일렉트론·신에츠·JSR이 핵심. 사이클 정점은 2027 H2~2028 H1로 추정, Part 2(한국)·Part 3(일본)에서 종목별 심층 IC 메모로 이어진다.

Every Market the Memory Big-Three Are Leaving
🔬Advanced
4/26/2026·55 min read

Every Market the Memory Big-Three Are Leaving

The combined size of markets the memory big-three have either EOL'd or sharply curtailed runs to roughly $40~50B per year on a conservative basis, with the trio holding 93% of LPDDR4X and 80%+ of nearly every segment outside NOR Flash. We map the eight followers stepping into those seats (Nanya, Winbond, Simmtech, Daeduck, Hana Micron, SFA Semicon, FADU, Jeju Semicon), their 2024→2025 revenue/OP shifts, and 2026E street-consensus-based P/OP multiples (Hana Micron 9.9~10.3x, Simmtech 12.2~14.5x, Daeduck 25.8~39.7x) — using only primary-source verified facts. An appendix explains, on the process side, why the decision is hard to reverse: the HBM 3:1 wafer-conversion ratio, SK hynix's fab-by-fab role map, and the capacity constraint facing followers.

The Triple Power Chain of Agentic Transition
🔬Advanced
4/23/2026·28 min read

The Triple Power Chain of Agentic Transition

The Agentic AI transition is not a simple compute-demand growth cycle. Sub-agent parallelism (token/memory I/O 10-100× explosion) + copper scale-up limits + Jevons Paradox operate simultaneously, binding gas turbine backlogs (GEV 80GW), CPO ramp (2026 commercial year one, Coherent SAM $9.5B→$21B), and BYOP gas (~14GW disclosed contracts) into a single beneficiary chain. Presents GE Vernova, Coherent, Fabrinet, Tower Semi, NVIDIA, and Neocloud as a unified investment frame. Bull/Base/Bear scenarios intentionally carry no probability assignments.

Ship Engines × Data Center Power [Revised]
📊Intermediate
4/22/2026·28 min read

Ship Engines × Data Center Power [Revised]

On 2026.4.22, HD Hyundai Heavy Industries signed a contract with US AEG to supply 34 units of 20MW HiMSEN engines (684MW, KRW 627.1B) — Korea's first entry into the US data center power supply chain. With gas turbines sold out through 2029, transformers at 3–5 year lead times, and Time-to-Power emerging as the key bottleneck, ship-engine 4-stroke medium-speed technology has risen as the core bridge-power axis. The report maps role differentiation across Korea's 4 engine makers (HD Hyundai Heavy, STX Engine, HD Hyundai Marine Engine, Hanwha Engine) and positions HiMSEN as Korea's sole proprietary-IP representative. Scenarios are trigger-based; no probability-weighted targets are produced.

Company Reports

Company Reports

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Company·4/7/2026

Samsung Electronics Q1 2026: KRW 57.2T Operating Profit Rewrites History

Samsung Electronics achieved Q1 2026 preliminary results with revenue of KRW 133T and operating profit of KRW 57.2T (YoY +755%), marking all-time record earnings. Operating margin reached ~43%, 1.8x the 2018 super cycle peak (23.6%). The combination of HBM4 mass production and DRAM price surge has structurally confirmed the memory super cycle. DCF analysis yields a Base Case fair value of KRW 325K and probability-weighted fair value of KRW 295K, indicating the current price of KRW 193K represents structural undervaluation.

Company·2/27/2026

NVIDIA Deep Dive: The Next Decade of the AI Empire

Comprehensive analysis of NVIDIA's transformation from a GPU company to a full-stack AI platform.

Company·2/26/2026

SK Hynix Deep Dive: The Value of the HBM Throne

In-depth analysis of SK Hynix's dominant position in the HBM market and its structural valuation premium.

Company·2/25/2026

Samsung Biologics Deep Dive: The CDMO Throne

Analysis of Samsung Biologics' competitive advantages as the world's largest biologics CDMO.

Major Themes

Defense & Aerospace92%
K-Bio & Drug Development85%
EV & Battery Value Chain85%
US Large-Cap Banks78%
US Large-Cap Pharma/Healthcare72%
US Large-Cap Consumer72%

Earnings Preview

May 6Arm Holdings
Beat
May 6Coherent Corp.
Pending
May 7맥도날드
Pending
May 8Hanwha Aerospace
Pending

Investment Ideas

View all 116
NVIDIAAI Accelerators & Fabless

NVIDIA — Undisputed AI Accelerator Leader, B200/B300 Cycle in Full Swing

Very High
SK hynixAI Memory & HBM

SK hynix — Global #1 in HBM, Top Beneficiary of the Memory Super Cycle

Very High
VRTData Center Power & Cooling

Vertiv — Top Beneficiary of AI Data Center Cooling/Power, Orders +252%

Very High
Samsung ElectronicsKorean AI Infrastructure Beneficiaries

Samsung Electronics — Record Q1 Confirms Memory Super Cycle

Very High
Eli LillyK-Bio & Drug Development

Eli Lilly — Undisputed Leader in the GLP-1 Obesity Treatment Market

Very High
Hanwha AerospaceDefense & Aerospace

Hanwha Aerospace — Spearhead of K-Defense Exports, European Orders Expanding

Very High
GEVGas Turbines & On-Site Power Generation

GE Vernova — Core Beneficiary of the Gas Turbine Demand Explosion

Very High
SymbolThemeConvictionUpdated
NVIDIA
NVIDIA — Undisputed AI Accelerator Leader, B200/B300 Cycle in Full Swing
AI Accelerators & Fabless
92%
2/24
SK hynix
SK hynix — Global #1 in HBM, Top Beneficiary of the Memory Super Cycle
AI Memory & HBM
92%
2/24
VRT
Vertiv — Top Beneficiary of AI Data Center Cooling/Power, Orders +252%
Data Center Power & Cooling
92%
2/24
Samsung Electronics
Samsung Electronics — Record Q1 Confirms Memory Super Cycle
Korean AI Infrastructure Beneficiaries
92%
4/7
Eli Lilly
Eli Lilly — Undisputed Leader in the GLP-1 Obesity Treatment Market
K-Bio & Drug Development
92%
2/24
Hanwha Aerospace
Hanwha Aerospace — Spearhead of K-Defense Exports, European Orders Expanding
Defense & Aerospace
92%
2/24
GEV
GE Vernova — Core Beneficiary of the Gas Turbine Demand Explosion
Gas Turbines & On-Site Power Generation
92%
2/25
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