Discovery engine results have been confirmed. Generating final CIO briefing.

CIO Briefing — May 25, 2026

Data Collection Time: 07:30 KST

Macro Environment (STEP 2)

Geopolitical Risk: 8/10 (HIGH)

Imminent Iran Re-airstrike Scenario — Trump's holiday schedule abruptly canceled; aerial refueling aircraft at Ben Gurion Airport increased from 36 to 50 (FT report)
Iran warns of "more catastrophic consequences if war resumes"
Pakistan and Qatar dispatch mediators urgently

Risk On/Off Assessment: Selective Risk-On (Risk-On with Hedge)

Signal	Interpretation
VIX 16.70 (-6.29%)	Volatility index stabilization → Risk-on sentiment
WTI -10.36% / Brent -9.95%	Anomalous Signal — Oil prices plummet despite geopolitical risk = global demand slowdown concerns
KOSDAQ +4.99% surge	Strong momentum, small-cap strength
USD/KRW 1520.26 (+1.54%)	Continued KRW weakness → 1500 KRW 'new normal' (exceeded 24 times this year)
US 10-year yield -1.41% to 4.56%	Partial safe-haven asset buying
Gold Spot +0.38%	Lukewarm hedge demand

Market Direction for the Next 1-4 Weeks

Short-term (1-2 weeks): Market highly sensitive to Iran re-airstrike headlines. KRW and interest rate volatility to expand following BOK interest rate decision (this week). Surprise Q1 growth → heightened possibility of interest rate hike.
Medium-term (3-4 weeks): Decision on Trump's semiconductor tariffs crucial near Samsung/Hynix's 52-week highs. Further WTI decline risks signaling a global recession.

🔎 Today's Discovery — 5 AI Keywords (STEP 4~6)

🏷️ #AI_Power_Infrastructure_Transformers #K_Defense_Aerospace #Exchange_Rate_1520_Export_Beneficiaries #KOSDAQ_SmallCap_Surge_Momentum #Bitcoin_Oversold_Contrarian

Keyword Selection Rationale

| # | Keyword | Category | Rationale | |---|---------------------------------------------------------------|----------|---------------------------------------------------------------|" | 1 | AI Power Infrastructure (HD Hyundai Electric/LS ELECTRIC/Hyosung Heavy Industries) | technical | Held ETF RSI 30 oversold pullback → individual stock entry timing | | 2 | K-Defense Aerospace (Hanwha Aerospace/LIG Nex1/KAI) | sector | Imminent Iran re-airstrike, US defense RSI 86 overbought → diversify into domestic | | 3 | KRW 1520 Export Beneficiaries (Hyundai Motor/HD Hyundai Heavy Industries/Hanwha Ocean) | macro | KRW 1500 new normal, EPS boost effect for large-cap exporters | | 4 | KOSDAQ Surge Small-Cap Momentum | theme | KOSDAQ +4.99% surge = signal of market risk-on recovery | | 5 | Bitcoin RSI 28 Oversold Coin-related Stocks | flow | [Contrarian] Extreme BTC oversold, indirect exposure via coin-related stocks |

📌 TOP 3 Candidates (based on composite_score)

1️⃣ CNX Resources (CNX) — 92.5 points (Grade A+)

Energy | RSI 30.52 | PER 4.71 | PBR 1.08 | ROE 28.1% | 5.5% above 52-week low
├ Quality 91% | Value 97% | Momentum 85% | Growth 99%
└ Rationale: US natural gas E&P. Proximity to 52-week low, extremely undervalued PER 5, and oversold triple signals. Natural gas fundamentals separate despite WTI's sharp decline. Risk: Unrelated to keywords #1~2, macro headwinds for the energy sector.

2️⃣ NH Investment & Securities (005940.KS) — 85.7 points (Grade A)

Financial | RSI 44.94 | PER 11.37 | PBR 1.30 | 30% above 52-week low
├ Quality 100% | Value 79% | Momentum 60% | Growth 100%
└ Rationale: PER 11x undervalued + 185% revenue growth. Benefits from NIM expansion if BOK raises interest rates. Risk: Weak financial stock momentum (60%), weak direct connection to keyword #3 (exchange rate export theme).

3️⃣ JB Financial Group (175330.KS) — 84.3 points (Grade A)

Financial | RSI 25.84 | PBR 0.79 | PER 6.82 | ROE 12.3% | 15.4% above 52-week low
├ Quality 75% | Value 93% | Momentum 85% | Growth 88%
└ Rationale: RSI 26 extremely oversold + PBR 0.8 undervalued. Regional financial group discount + BOK interest rate decision momentum. Risk: Remaining real estate project financing (PF) exposure for regional financial groups.

Keyword-Candidate Alignment Note

The discovery engine performed self-screening with value_screener_v2 (source_keyword=null).
Discrepancy between my keyword priorities (AI Power/K-Defense/Exchange Rate Exports/KOSDAQ/Coin Stocks) and TOP 3 results (energy/financial sector concentration).
Implication: Qualitative themes (keywords) reflect market narratives, while quantitative screeners prioritize value and technical oversold conditions → Consider adding 'value'/'macro_rate' to keyword categories in the next refinement cycle.

💡 Discovery = potential candidates, not a buy recommendation. Further verification of individual stock fundamentals and position sizing require separate steps.

Generated by Jarvis CIO Pipeline | 2026-05-25T07:30 KST | Discord transmission pending (07:30 morning briefing transmitted)

This is data analysis, not investment advice.

Daily Market Brief — 2026-05-25