๐Ÿ“Š raki research
๐ŸŽฏ DAILY2026-05-16

๐ŸŽฏ 2026-05-16 DAILY Marking

Claude CLI๊ฐ€ 24h ์‚ฐ์—… ์ด์Šˆ์—์„œ ์ž๋™ ์ถ”์ถœ ยท ๐Ÿ”ฅ 5 / ๐Ÿ“Œ 10 / ๐Ÿ’ก 2

๐Ÿ”ฅ Critical (5๊ฑด)

๐Ÿ”ฅ Critical physical-ai-vlm robotics

ํ”ผ์ง€์ปฌ AI ํˆฌ์ž ์ถ• ์ด๋™ โ€” NVIDIAยท๊ตฌ๊ธ€ ํœด๋จธ๋…ธ์ด๋“œ ๋ฒ ํŒ…, LGยทํ™”๋‚™ 1์ฃผ ๊ธ‰๋“ฑ

์—”๋น„๋””์•„ยท๊ตฌ๊ธ€์ด ํœด๋จธ๋…ธ์ด๋“œ ๋กœ๋ด‡์— ์ž‡๋”ฐ๋ผ ํž˜ ์‹ค์œผ๋ฉฐ AI capex ๋ฌด๊ฒŒ์ค‘์‹ฌ์ด ๋””์ง€ํ„ธ โ†’ ํ”ผ์ง€์ปฌ๋กœ ์ด๋™. ์ผ๋ณธยทํ•œ๊ตญ ์ œ์กฐยท์ž๋™ํ™” ๊ธฐ์—… ์žฌํ‰๊ฐ€, LG์ „์ž(+๋ณด์Šคํ„ด๋‹ค์ด๋‚˜๋ฏน์Šค IPO ๊ธฐ๋Œ€) ์ฃผ๋„. VLMยท์•ก์ถ”์—์ดํ„ฐยท๊ฐ์†๊ธฐยท๋น„์ „ chain ๋ณธ๊ฒฉ ๋ถ€๊ฐ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-crit-yaml-0
    name: ํ”ผ์ง€์ปฌ AI ํˆฌ์ž ์ถ• ์ด๋™ โ€” NVIDIAยท๊ตฌ๊ธ€ ํœด๋จธ๋…ธ์ด๋“œ ๋ฒ ํŒ…, LGยทํ™”๋‚™ 1์ฃผ ๊ธ‰๋“ฑ
    L0_trend: ์—”๋น„๋””์•„ยท๊ตฌ๊ธ€์ด ํœด๋จธ๋…ธ์ด๋“œ ๋กœ๋ด‡์— ์ž‡๋”ฐ๋ผ ํž˜ ์‹ค์œผ๋ฉฐ AI capex ๋ฌด๊ฒŒ์ค‘์‹ฌ์ด ๋””์ง€ํ„ธ โ†’ ํ”ผ์ง€์ปฌ๋กœ ์ด๋™. ์ผ๋ณธยทํ•œ๊ตญ ์ œ์กฐยท์ž๋™ํ™” ๊ธฐ์—… ์žฌํ‰๊ฐ€, LG์ „์ž(+๋ณด์Šคํ„ด๋‹ค์ด๋‚˜๋ฏน์Šค IPO ๊ธฐ๋Œ€) ์ฃผ๋„. VLMยท์•ก์ถ”์—์ดํ„ฐยท๊ฐ์†๊ธฐ
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: LG์ „์ž, code: '066570'}
        - {name: LG, code: '003550'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (critical)"
    notes: |
      ์—”๋น„๋””์•„ยท๊ตฌ๊ธ€์ด ํœด๋จธ๋…ธ์ด๋“œ ๋กœ๋ด‡์— ์ž‡๋”ฐ๋ผ ํž˜ ์‹ค์œผ๋ฉฐ AI capex ๋ฌด๊ฒŒ์ค‘์‹ฌ์ด ๋””์ง€ํ„ธ โ†’ ํ”ผ์ง€์ปฌ๋กœ ์ด๋™. ์ผ๋ณธยทํ•œ๊ตญ ์ œ์กฐยท์ž๋™ํ™” ๊ธฐ์—… ์žฌํ‰๊ฐ€, LG์ „์ž(+๋ณด์Šคํ„ด๋‹ค์ด๋‚˜๋ฏน์Šค IPO ๊ธฐ๋Œ€) ์ฃผ๋„. VLMยท์•ก์ถ”์—์ดํ„ฐยท๊ฐ์†๊ธฐยท๋น„์ „ chain ๋ณธ๊ฒฉ ๋ถ€๊ฐ.
๐Ÿ“Ž ์›๋ฌธ #8 ยท ์ฆ๊ถŒ์‚ฌ ์• ๋„ ํฌ๋กค๋Ÿฌ๐Ÿ‡ฐ๐Ÿ‡ท #10 ยท ํƒ€์  ์ฝ์–ด์ฃผ๋Š” ์—ฌ์ž(ํƒ€์ž)
๐Ÿ”ฅ Critical ai-substrate semiconductor

ํ‚ค์˜ฅ์‹œ์•„ NAND ASP +115% QoQ, 4~6์›” ๊ฐ€๊ฒฉ ์ธ์ƒ ์ง€์† + ็พŽ ADS ์ƒ์žฅ ์ถ”์ง„

ํ‚ค์˜ฅ์‹œ์•„ 1Q ASP qoq +115%, 4~6์›” ๊ฐ€์ด๋˜์Šค 1.3์กฐ์—”(์ปจ์„ผ +51%)์œผ๋กœ NAND ๊ฐ€๊ฒฉ paradigm shift ํ™•์ •์ . ์ฃผ๊ฐ€ YTD 300% ํ›„ ADS ์ƒ์žฅ์œผ๋กœ ์‹œ์žฅ ์žฌํ‰๊ฐ€ ๋ณธ๊ฒฉํ™”. SKํ•˜์ด๋‹‰์Šค ์†”๋ฆฌ๋‹ค์ž„ยท์‚ผ์„ฑ์ „์ž NAND ๋ถ€๋ฌธ ๋™๋ฐ˜ ์ˆ˜ํ˜œ, eSSD AI ์ˆ˜์š”๊ฐ€ driver.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-crit-yaml-1
    name: ํ‚ค์˜ฅ์‹œ์•„ NAND ASP +115% QoQ, 4~6์›” ๊ฐ€๊ฒฉ ์ธ์ƒ ์ง€์† + ็พŽ ADS ์ƒ์žฅ ์ถ”์ง„
    L0_trend: ํ‚ค์˜ฅ์‹œ์•„ 1Q ASP qoq +115%, 4~6์›” ๊ฐ€์ด๋˜์Šค 1.3์กฐ์—”(์ปจ์„ผ +51%)์œผ๋กœ NAND ๊ฐ€๊ฒฉ paradigm shift ํ™•์ •์ . ์ฃผ๊ฐ€ YTD 300% ํ›„ ADS ์ƒ์žฅ์œผ๋กœ ์‹œ์žฅ ์žฌํ‰๊ฐ€ ๋ณธ๊ฒฉํ™”. SKํ•˜์ด๋‹‰์Šค 
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: SKํ•˜์ด๋‹‰์Šค, code: '000660'}
        - {name: ์‚ผ์„ฑ์ „์ž, code: '005930'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (critical)"
    notes: |
      ํ‚ค์˜ฅ์‹œ์•„ 1Q ASP qoq +115%, 4~6์›” ๊ฐ€์ด๋˜์Šค 1.3์กฐ์—”(์ปจ์„ผ +51%)์œผ๋กœ NAND ๊ฐ€๊ฒฉ paradigm shift ํ™•์ •์ . ์ฃผ๊ฐ€ YTD 300% ํ›„ ADS ์ƒ์žฅ์œผ๋กœ ์‹œ์žฅ ์žฌํ‰๊ฐ€ ๋ณธ๊ฒฉํ™”. SKํ•˜์ด๋‹‰์Šค ์†”๋ฆฌ๋‹ค์ž„ยท์‚ผ์„ฑ์ „์ž NAND ๋ถ€๋ฌธ ๋™๋ฐ˜ ์ˆ˜ํ˜œ, eSSD AI ์ˆ˜์š”๊ฐ€ driver.
๐Ÿ“Ž ์›๋ฌธ #31 ยท ์ฆ๊ถŒ์‚ฌ ์• ๋„ ํฌ๋กค๋Ÿฌ๐Ÿ‡ฐ๐Ÿ‡ท #49 ยท ๊ฐ€ํˆฌ๋ฐฉ(DCTG) ์ €์žฅ์†Œ
๐Ÿ”ฅ Critical ai-power-bottleneck power

๋ฏธ๊ตญ ์ฃผ์ •๋ถ€ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์œ ์น˜ ๊ฒฝ์Ÿ ๊ฒฉํ™” โ€” ์‹ ๊ทœ 3,000๊ฐœ DC + ๋ฉ”ํƒ€ 100์–ต$ ํ•˜์ดํŽ˜๋ฆฌ์˜จ

๊ธฐ์กด 4,000๊ฐœ + ์‹ ๊ทœ 3,000๊ฐœ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ, ๋ฃจ์ด์ง€์• ๋‚˜๊ฐ€ ๋ฉ”ํƒ€ 100์–ต$ DC์— 33์–ต$ ์„ธ๊ธˆ ๊ฐ๋ฉด. ์ •๋ถ€ ์ฐจ์› ์ธ์„ผํ‹ฐ๋ธŒ๋กœ AI ์ธํ”„๋ผ capex ๊ฐ€์†๋„ ์žฌํ™•์ธ โ€” ์ „๋ ฅยท๋ณ€์••๊ธฐยท์†ก๋ฐฐ์ „ยท๋ƒ‰๊ฐยท๊ธฐํŒ ์ˆ˜ํ˜œ chain L0 ๊ฐ•ํ™”.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-crit-yaml-2
    name: ๋ฏธ๊ตญ ์ฃผ์ •๋ถ€ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์œ ์น˜ ๊ฒฝ์Ÿ ๊ฒฉํ™” โ€” ์‹ ๊ทœ 3,000๊ฐœ DC + ๋ฉ”ํƒ€ 100์–ต$ ํ•˜์ดํŽ˜๋ฆฌ์˜จ
    L0_trend: ๊ธฐ์กด 4,000๊ฐœ + ์‹ ๊ทœ 3,000๊ฐœ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ, ๋ฃจ์ด์ง€์• ๋‚˜๊ฐ€ ๋ฉ”ํƒ€ 100์–ต$ DC์— 33์–ต$ ์„ธ๊ธˆ ๊ฐ๋ฉด. ์ •๋ถ€ ์ฐจ์› ์ธ์„ผํ‹ฐ๋ธŒ๋กœ AI ์ธํ”„๋ผ capex ๊ฐ€์†๋„ ์žฌํ™•์ธ โ€” ์ „๋ ฅยท๋ณ€์••๊ธฐยท์†ก๋ฐฐ์ „ยท๋ƒ‰๊ฐยท๊ธฐํŒ ์ˆ˜
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ํšจ์„ฑ์ค‘๊ณต์—…, code: '298040'}
        - {name: HDํ˜„๋Œ€์ผ๋ ‰ํŠธ๋ฆญ, code: '267260'}
        - {name: LS ELECTRIC, code: '010120'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (critical)"
    notes: |
      ๊ธฐ์กด 4,000๊ฐœ + ์‹ ๊ทœ 3,000๊ฐœ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ, ๋ฃจ์ด์ง€์• ๋‚˜๊ฐ€ ๋ฉ”ํƒ€ 100์–ต$ DC์— 33์–ต$ ์„ธ๊ธˆ ๊ฐ๋ฉด. ์ •๋ถ€ ์ฐจ์› ์ธ์„ผํ‹ฐ๋ธŒ๋กœ AI ์ธํ”„๋ผ capex ๊ฐ€์†๋„ ์žฌํ™•์ธ โ€” ์ „๋ ฅยท๋ณ€์••๊ธฐยท์†ก๋ฐฐ์ „ยท๋ƒ‰๊ฐยท๊ธฐํŒ ์ˆ˜ํ˜œ chain L0 ๊ฐ•ํ™”.
๐Ÿ“Ž ์›๋ฌธ #39 ยท ํ”ผ์นด์ธ„ ์•„์ €์”จโšก๏ธ #42 ยท ๋ฏธ๊ตญ ์ฃผ์‹ ์ธ์‚ฌ์ด๋” ๐Ÿ‡บ๐Ÿ‡ธ (US Stocks Insid
๐Ÿ”ฅ Critical ai-substrate semiconductor

H200 ์ค‘๊ตญ ํŒ๋งค ์Šน์ธ โ€” 10๊ฐœ์‚ฌ ร— ์ตœ๋Œ€ 75K ์นฉ = 75๋งŒ๊ฐœ ์ถ”๊ฐ€ ์ˆ˜์š”

์•Œ๋ฆฌ๋ฐ”๋ฐ”ยทํ…์„ผํŠธยท๋ฐ”์ดํŠธ๋Œ„์Šค ๋“ฑ 10๊ฐœ ์ค‘๊ตญ ๋น…ํ…Œํฌ์— H200 ํŒ๋งค ์Šน์ธ. 75๋งŒ๊ฐœ ๊ทœ๋ชจ ์‹ ๊ทœ ์ˆ˜์š”๋Š” NVIDIA TSMC N4 ์บํŒŒยทSK HBM3E ๊ฐ€์šฉ์„ฑ ์ถ”๊ฐ€ ํ•๋ฐ•. AI ์นฉยทHBMยทCoWoSยท๊ธฐํŒ chain ์ „๋ฐ˜ ์ˆ˜์š” ์ฆ๋ถ„ ๋ฐœ์ƒ, ์ค‘๊ตญ ์ž๊ตญ AI ์นฉ ๊ตญ์‚ฐํ™” ๋‘”ํ™” ๋ถ€์ˆ˜ํšจ๊ณผ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-crit-yaml-3
    name: H200 ์ค‘๊ตญ ํŒ๋งค ์Šน์ธ โ€” 10๊ฐœ์‚ฌ ร— ์ตœ๋Œ€ 75K ์นฉ = 75๋งŒ๊ฐœ ์ถ”๊ฐ€ ์ˆ˜์š”
    L0_trend: ์•Œ๋ฆฌ๋ฐ”๋ฐ”ยทํ…์„ผํŠธยท๋ฐ”์ดํŠธ๋Œ„์Šค ๋“ฑ 10๊ฐœ ์ค‘๊ตญ ๋น…ํ…Œํฌ์— H200 ํŒ๋งค ์Šน์ธ. 75๋งŒ๊ฐœ ๊ทœ๋ชจ ์‹ ๊ทœ ์ˆ˜์š”๋Š” NVIDIA TSMC N4 ์บํŒŒยทSK HBM3E ๊ฐ€์šฉ์„ฑ ์ถ”๊ฐ€ ํ•๋ฐ•. AI ์นฉยทHBMยทCoWoSยท๊ธฐํŒ chain ์ „๋ฐ˜
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: SKํ•˜์ด๋‹‰์Šค, code: '000660'}
        - {name: ์‚ผ์„ฑ์ „์ž, code: '005930'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (critical)"
    notes: |
      ์•Œ๋ฆฌ๋ฐ”๋ฐ”ยทํ…์„ผํŠธยท๋ฐ”์ดํŠธ๋Œ„์Šค ๋“ฑ 10๊ฐœ ์ค‘๊ตญ ๋น…ํ…Œํฌ์— H200 ํŒ๋งค ์Šน์ธ. 75๋งŒ๊ฐœ ๊ทœ๋ชจ ์‹ ๊ทœ ์ˆ˜์š”๋Š” NVIDIA TSMC N4 ์บํŒŒยทSK HBM3E ๊ฐ€์šฉ์„ฑ ์ถ”๊ฐ€ ํ•๋ฐ•. AI ์นฉยทHBMยทCoWoSยท๊ธฐํŒ chain ์ „๋ฐ˜ ์ˆ˜์š” ์ฆ๋ถ„ ๋ฐœ์ƒ, ์ค‘๊ตญ ์ž๊ตญ AI ์นฉ ๊ตญ์‚ฐํ™” ๋‘”ํ™” ๋ถ€์ˆ˜ํšจ๊ณผ.
๐Ÿ“Ž ์›๋ฌธ #43 ยท ์ฆ๊ถŒ์‚ฌ ์• ๋„ ํฌ๋กค๋Ÿฌ๐Ÿ‡ฐ๐Ÿ‡ท #56 ยท ์„ํ•™๋“ค์˜ ๋งˆ์ผ“ (์ธ)์‚ฌ์ดํŠธ #61 ยท ์ฆ๊ถŒ์‚ฌ ์• ๋„ ํฌ๋กค๋Ÿฌ๐Ÿ‡ฐ๐Ÿ‡ท
๐Ÿ”ฅ Critical ai-substrate semiconductor

์‚ผ์„ฑ์ „์ž ํŒŒ์—… โ†’ DRAM/NAND ๊ณต๊ธ‰ 3~4% ์ฐจ์งˆ ๊ฐ€๋Šฅ์„ฑ

5/21 18์ผ ํŒŒ์—… ์•ž๋‘๊ณ  ์‹ ๊ทœ ์›จ์ดํผ ํˆฌ์ž… ๊ฐ์†Œ + HBM ์ค‘์‹ฌ ์ „ํ™˜, ์ •์ƒํ™”๊นŒ์ง€ ์ถ”๊ฐ€ 2~3์ฃผ. ๊ธ€๋กœ๋ฒŒ DRAM 3~4% / NAND ๊ณต๊ธ‰ ์ง์ ‘ ํƒ€๊ฒฉ์œผ๋กœ ๋ฉ”๋ชจ๋ฆฌ ๊ฐ€๊ฒฉ ์ถ”๊ฐ€ ์ธ์ƒ ๋ช…๋ถ„. ํ•œ๊ตญ SKํ•˜์ด๋‹‰์Šคยท๋งˆ์ดํฌ๋ก  ์ˆ˜ํ˜œ, ํ‚ค์˜ฅ์‹œ์•„ ASP ์ธ์ƒ ๊ฐ€์†๊ณผ ๋งž๋ฌผ๋ ค ๋ฉ”๋ชจ๋ฆฌ paradigm ๊ฐ•ํ™”.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-crit-yaml-4
    name: ์‚ผ์„ฑ์ „์ž ํŒŒ์—… โ†’ DRAM/NAND ๊ณต๊ธ‰ 3~4% ์ฐจ์งˆ ๊ฐ€๋Šฅ์„ฑ
    L0_trend: 5/21 18์ผ ํŒŒ์—… ์•ž๋‘๊ณ  ์‹ ๊ทœ ์›จ์ดํผ ํˆฌ์ž… ๊ฐ์†Œ + HBM ์ค‘์‹ฌ ์ „ํ™˜, ์ •์ƒํ™”๊นŒ์ง€ ์ถ”๊ฐ€ 2~3์ฃผ. ๊ธ€๋กœ๋ฒŒ DRAM 3~4% / NAND ๊ณต๊ธ‰ ์ง์ ‘ ํƒ€๊ฒฉ์œผ๋กœ ๋ฉ”๋ชจ๋ฆฌ ๊ฐ€๊ฒฉ ์ถ”๊ฐ€ ์ธ์ƒ ๋ช…๋ถ„. ํ•œ๊ตญ SKํ•˜์ด๋‹‰์Šคยท๋งˆ์ดํฌ๋ก 
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ์‚ผ์„ฑ์ „์ž, code: '005930'}
        - {name: SKํ•˜์ด๋‹‰์Šค, code: '000660'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (critical)"
    notes: |
      5/21 18์ผ ํŒŒ์—… ์•ž๋‘๊ณ  ์‹ ๊ทœ ์›จ์ดํผ ํˆฌ์ž… ๊ฐ์†Œ + HBM ์ค‘์‹ฌ ์ „ํ™˜, ์ •์ƒํ™”๊นŒ์ง€ ์ถ”๊ฐ€ 2~3์ฃผ. ๊ธ€๋กœ๋ฒŒ DRAM 3~4% / NAND ๊ณต๊ธ‰ ์ง์ ‘ ํƒ€๊ฒฉ์œผ๋กœ ๋ฉ”๋ชจ๋ฆฌ ๊ฐ€๊ฒฉ ์ถ”๊ฐ€ ์ธ์ƒ ๋ช…๋ถ„. ํ•œ๊ตญ SKํ•˜์ด๋‹‰์Šคยท๋งˆ์ดํฌ๋ก  ์ˆ˜ํ˜œ, ํ‚ค์˜ฅ์‹œ์•„ ASP ์ธ์ƒ ๊ฐ€์†๊ณผ ๋งž๋ฌผ๋ ค ๋ฉ”๋ชจ๋ฆฌ paradigm ๊ฐ•ํ™”.
๐Ÿ“Ž ์›๋ฌธ #3 ยท ๋ฏธ๊ตญ ์ฃผ์‹ ์ธ์‚ฌ์ด๋” ๐Ÿ‡บ๐Ÿ‡ธ (US Stocks Insid

๐Ÿ“Œ Watch (10๊ฑด)

๐Ÿ“Œ Watch macro

์ผ€๋นˆ ์›Œ์‹œ ์—ฐ์ค€ ์˜์žฅ ์ทจ์ž„ ํ›„ ๊ธˆ๋ฆฌ ์ƒ์Šน ์‹œ๋‚˜๋ฆฌ์˜ค

์—ญ๋Œ€ ์‹ ์ž„ ์—ฐ์ค€ ์˜์žฅ ์ทจ์ž„ ํ›„ 3๊ฐœ์›” ํ‰๊ท  2Y +55bp, 10Y +48bp. ์›Œ์‹œ ์ทจ์ž„ ์‹œ 8์›” ์ค‘์ˆœ๊นŒ์ง€ 10Y 4.93% ๊ฐ€๋Šฅ. ํ•œ๊ตญ ์™ธ์ธ ์ž๊ธˆ ํ๋ฆ„ยทํ™˜์œจยท์„ฑ์žฅ์ฃผ valuation์— ์ง๊ฒฉ ๋ณ€์ˆ˜.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-0
    name: ์ผ€๋นˆ ์›Œ์‹œ ์—ฐ์ค€ ์˜์žฅ ์ทจ์ž„ ํ›„ ๊ธˆ๋ฆฌ ์ƒ์Šน ์‹œ๋‚˜๋ฆฌ์˜ค
    L0_trend: ์—ญ๋Œ€ ์‹ ์ž„ ์—ฐ์ค€ ์˜์žฅ ์ทจ์ž„ ํ›„ 3๊ฐœ์›” ํ‰๊ท  2Y +55bp, 10Y +48bp. ์›Œ์‹œ ์ทจ์ž„ ์‹œ 8์›” ์ค‘์ˆœ๊นŒ์ง€ 10Y 4.93% ๊ฐ€๋Šฅ. ํ•œ๊ตญ ์™ธ์ธ ์ž๊ธˆ ํ๋ฆ„ยทํ™˜์œจยท์„ฑ์žฅ์ฃผ valuation์— ์ง๊ฒฉ ๋ณ€์ˆ˜.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      ์—ญ๋Œ€ ์‹ ์ž„ ์—ฐ์ค€ ์˜์žฅ ์ทจ์ž„ ํ›„ 3๊ฐœ์›” ํ‰๊ท  2Y +55bp, 10Y +48bp. ์›Œ์‹œ ์ทจ์ž„ ์‹œ 8์›” ์ค‘์ˆœ๊นŒ์ง€ 10Y 4.93% ๊ฐ€๋Šฅ. ํ•œ๊ตญ ์™ธ์ธ ์ž๊ธˆ ํ๋ฆ„ยทํ™˜์œจยท์„ฑ์žฅ์ฃผ valuation์— ์ง๊ฒฉ ๋ณ€์ˆ˜.
๐Ÿ“Œ Watch macro

๊ธ€๋กœ๋ฒŒ ์žฅ๊ธฐ์ฑ„ ๋งค๋„์„ธ โ€” ๆ—ฅ 30๋…„ 4%, ็พŽ 2๋…„ 4.06%

์œ ๊ฐ€(WTI +3.5%) ๊ธ‰๋“ฑ + ์ธํ”Œ๋ ˆ ์žฌ์ ํ™”๋กœ ์ผ๋ณธยท์˜๊ตญยท๋ฏธ๊ตญ ์žฅ๊ธฐ์ฑ„ ์ˆ˜์‹ญ๋…„ ๋งŒ์˜ ๊ณ ์ . 'Higher for Longer' ์žฌ๋ถ€๊ฐ, ํ•œ๊ตญ ์„ฑ์žฅ์ฃผยทํ…Œ๋งˆ์ฃผ valuation ์••๋ฐ•. ๋งคํฌ๋กœ ๋ณ€์ˆ˜๋กœ ๋ฐ˜๋„์ฒด capex ์ž๊ธˆ์กฐ๋‹ฌ์— ๊ฐ„์ ‘ ์˜ํ–ฅ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-1
    name: ๊ธ€๋กœ๋ฒŒ ์žฅ๊ธฐ์ฑ„ ๋งค๋„์„ธ โ€” ๆ—ฅ 30๋…„ 4%, ็พŽ 2๋…„ 4.06%
    L0_trend: ์œ ๊ฐ€(WTI +3.5%) ๊ธ‰๋“ฑ + ์ธํ”Œ๋ ˆ ์žฌ์ ํ™”๋กœ ์ผ๋ณธยท์˜๊ตญยท๋ฏธ๊ตญ ์žฅ๊ธฐ์ฑ„ ์ˆ˜์‹ญ๋…„ ๋งŒ์˜ ๊ณ ์ . 'Higher for Longer' ์žฌ๋ถ€๊ฐ, ํ•œ๊ตญ ์„ฑ์žฅ์ฃผยทํ…Œ๋งˆ์ฃผ valuation ์••๋ฐ•. ๋งคํฌ๋กœ ๋ณ€์ˆ˜๋กœ ๋ฐ˜๋„์ฒด capex 
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      ์œ ๊ฐ€(WTI +3.5%) ๊ธ‰๋“ฑ + ์ธํ”Œ๋ ˆ ์žฌ์ ํ™”๋กœ ์ผ๋ณธยท์˜๊ตญยท๋ฏธ๊ตญ ์žฅ๊ธฐ์ฑ„ ์ˆ˜์‹ญ๋…„ ๋งŒ์˜ ๊ณ ์ . 'Higher for Longer' ์žฌ๋ถ€๊ฐ, ํ•œ๊ตญ ์„ฑ์žฅ์ฃผยทํ…Œ๋งˆ์ฃผ valuation ์••๋ฐ•. ๋งคํฌ๋กœ ๋ณ€์ˆ˜๋กœ ๋ฐ˜๋„์ฒด capex ์ž๊ธˆ์กฐ๋‹ฌ์— ๊ฐ„์ ‘ ์˜ํ–ฅ.
๐Ÿ“Œ Watch software

๊ธ€๋กœ๋ฒŒ ์‚ฌ์ด๋ฒ„ ๋ณด์•ˆ ๋™์‹œ ์‹ ๊ณ ๊ฐ€ โ€” PANWยทCRWDยทDDOG

Palo AltoยทCrowdStrikeยทDatadog์ด ๊ฐ™์€ ๋‚  ์—ญ์‚ฌ์  ์‹ ๊ณ ๊ฐ€ ๋™์‹œ ๋ŒํŒŒ. AI agentยทLLM ํ™œ์šฉ ํ™•์žฅ + ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์‹ ์„ค๋กœ ๋ณด์•ˆยท๊ด€์ธก ์ˆ˜์š” ๊ตฌ์กฐ์  ๊ฐ•์„ธ, ํ•œ๊ตญ ์•ˆ๋žฉยท์‹œํ๋ธŒ ๋“ฑ ์ถ”์  ๊ฐ€์น˜.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-2
    name: ๊ธ€๋กœ๋ฒŒ ์‚ฌ์ด๋ฒ„ ๋ณด์•ˆ ๋™์‹œ ์‹ ๊ณ ๊ฐ€ โ€” PANWยทCRWDยทDDOG
    L0_trend: Palo AltoยทCrowdStrikeยทDatadog์ด ๊ฐ™์€ ๋‚  ์—ญ์‚ฌ์  ์‹ ๊ณ ๊ฐ€ ๋™์‹œ ๋ŒํŒŒ. AI agentยทLLM ํ™œ์šฉ ํ™•์žฅ + ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์‹ ์„ค๋กœ ๋ณด์•ˆยท๊ด€์ธก ์ˆ˜์š” ๊ตฌ์กฐ์  ๊ฐ•์„ธ, ํ•œ๊ตญ ์•ˆ๋žฉยท์‹œํ๋ธŒ ๋“ฑ ์ถ”์  ๊ฐ€์น˜.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ์•ˆ๋žฉ, code: '053800'}
        - {name: ํŒŒ์ˆ˜, code: '150900'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      Palo AltoยทCrowdStrikeยทDatadog์ด ๊ฐ™์€ ๋‚  ์—ญ์‚ฌ์  ์‹ ๊ณ ๊ฐ€ ๋™์‹œ ๋ŒํŒŒ. AI agentยทLLM ํ™œ์šฉ ํ™•์žฅ + ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์‹ ์„ค๋กœ ๋ณด์•ˆยท๊ด€์ธก ์ˆ˜์š” ๊ตฌ์กฐ์  ๊ฐ•์„ธ, ํ•œ๊ตญ ์•ˆ๋žฉยท์‹œํ๋ธŒ ๋“ฑ ์ถ”์  ๊ฐ€์น˜.
๐Ÿ“Œ Watch biopharma-cmo bio

์†”๋ฆฌ๋“œ ๋ฐ”์ด์˜ค SGT-003 ๋“€์„ผ ๊ทผ์ด์˜์–‘์ฆ โ€” 47๋ช… ์–‘ํ˜ธํ•œ ๋‚ด์•ฝ์„ฑ

AAV ์œ ์ „์ž์น˜๋ฃŒ์ œ INSPIRE DUCHENNE 1/2์ƒ ์•ˆ์ „์„ฑ ํ”„๋กœํŒŒ์ผ ๊ณ ๋ฌด์ , 26H1 FDA ๋ฏธํŒ… + 26์ค‘๋ฐ˜ ์ถ”๊ฐ€ ์—…๋ฐ์ดํŠธ ์˜ˆ์ •. ์œ ์ „์ž์น˜๋ฃŒยทAAV CDMO ์ˆ˜์š” ๊ฒฌ์ธ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-3
    name: ์†”๋ฆฌ๋“œ ๋ฐ”์ด์˜ค SGT-003 ๋“€์„ผ ๊ทผ์ด์˜์–‘์ฆ โ€” 47๋ช… ์–‘ํ˜ธํ•œ ๋‚ด์•ฝ์„ฑ
    L0_trend: AAV ์œ ์ „์ž์น˜๋ฃŒ์ œ INSPIRE DUCHENNE 1/2์ƒ ์•ˆ์ „์„ฑ ํ”„๋กœํŒŒ์ผ ๊ณ ๋ฌด์ , 26H1 FDA ๋ฏธํŒ… + 26์ค‘๋ฐ˜ ์ถ”๊ฐ€ ์—…๋ฐ์ดํŠธ ์˜ˆ์ •. ์œ ์ „์ž์น˜๋ฃŒยทAAV CDMO ์ˆ˜์š” ๊ฒฌ์ธ.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      AAV ์œ ์ „์ž์น˜๋ฃŒ์ œ INSPIRE DUCHENNE 1/2์ƒ ์•ˆ์ „์„ฑ ํ”„๋กœํŒŒ์ผ ๊ณ ๋ฌด์ , 26H1 FDA ๋ฏธํŒ… + 26์ค‘๋ฐ˜ ์ถ”๊ฐ€ ์—…๋ฐ์ดํŠธ ์˜ˆ์ •. ์œ ์ „์ž์น˜๋ฃŒยทAAV CDMO ์ˆ˜์š” ๊ฒฌ์ธ.
๐Ÿ“Œ Watch defense

๊ณจ๋“  ๋” ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ๋ฏธ์‚ฌ์ผ ๋ฐฉ์–ด โ€” MDA 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€

๋ฏธ MDA๊ฐ€ 'Scalable Homeland Innovative Enterprise Layered Defense' ํ†ตํ•ด 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€ ๊ตฌ์„ฑ. ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ์š”๊ฒฉ์ฒดยท์œ„์„ฑ chain ๋ณธ๊ฒฉ ๋ชจ๋ฉ˜ํ…€, ํ•œ๊ตญ ํ•œํ™”์—์–ด๋กœยทLIG๋„ฅ์Šค์›์— ๊ฐ„์ ‘ leverage.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-4
    name: ๊ณจ๋“  ๋” ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ๋ฏธ์‚ฌ์ผ ๋ฐฉ์–ด โ€” MDA 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€
    L0_trend: ๋ฏธ MDA๊ฐ€ 'Scalable Homeland Innovative Enterprise Layered Defense' ํ†ตํ•ด 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€ ๊ตฌ์„ฑ. ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ์š”๊ฒฉ์ฒดยท์œ„์„ฑ chain ๋ณธ๊ฒฉ ๋ชจ๋ฉ˜ํ…€, ํ•œ๊ตญ ํ•œํ™”์—์–ด๋กœ
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ํ•œํ™”์—์–ด๋กœ์ŠคํŽ˜์ด์Šค, code: '012450'}
        - {name: LIG๋„ฅ์Šค์›, code: '079550'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      ๋ฏธ MDA๊ฐ€ 'Scalable Homeland Innovative Enterprise Layered Defense' ํ†ตํ•ด 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€ ๊ตฌ์„ฑ. ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ์š”๊ฒฉ์ฒดยท์œ„์„ฑ chain ๋ณธ๊ฒฉ ๋ชจ๋ฉ˜ํ…€, ํ•œ๊ตญ ํ•œํ™”์—์–ด๋กœยทLIG๋„ฅ์Šค์›์— ๊ฐ„์ ‘ leverage.
๐Ÿ“Œ Watch energy

์‹ ์žฌ์ƒ/ํƒœ์–‘๊ด‘ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜ โ€” ๋ฏธ๊ตญ ์ „๋žต์ž์‚ฐ ๋ถ„๋ฅ˜ ์žฌํ™•์ธ

ํ•œํ™”์†”๋ฃจ์…˜ยทOCI ๋“ฑ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜์ด ๋ฏธ๊ตญ์—์„œ ์ „๋žต์ž์‚ฐ ๋ถ„๋ฅ˜, ๋ฏธ์ค‘ ํ™”ํ•ด ๋ฌด๋“œ์—๋„ ๊ด€์„ธ ์™„ํ™” ๋Œ€์ƒ์—์„œ ์ œ์™ธ ์œ ์ง€. 30๋…„๋ฌผ ๊ธˆ๋ฆฌ ๊ธ‰๋“ฑ์ด ๋‹จ๊ธฐ ์•ฝ์„ธ ํŠธ๋ฆฌ๊ฑฐ์˜€์œผ๋‚˜ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜ supply chain ์ˆ˜ํ˜œ ๊ตฌ์กฐ๋Š” ์œ ํšจ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-5
    name: ์‹ ์žฌ์ƒ/ํƒœ์–‘๊ด‘ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜ โ€” ๋ฏธ๊ตญ ์ „๋žต์ž์‚ฐ ๋ถ„๋ฅ˜ ์žฌํ™•์ธ
    L0_trend: ํ•œํ™”์†”๋ฃจ์…˜ยทOCI ๋“ฑ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜์ด ๋ฏธ๊ตญ์—์„œ ์ „๋žต์ž์‚ฐ ๋ถ„๋ฅ˜, ๋ฏธ์ค‘ ํ™”ํ•ด ๋ฌด๋“œ์—๋„ ๊ด€์„ธ ์™„ํ™” ๋Œ€์ƒ์—์„œ ์ œ์™ธ ์œ ์ง€. 30๋…„๋ฌผ ๊ธˆ๋ฆฌ ๊ธ‰๋“ฑ์ด ๋‹จ๊ธฐ ์•ฝ์„ธ ํŠธ๋ฆฌ๊ฑฐ์˜€์œผ๋‚˜ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜ supply chain ์ˆ˜ํ˜œ ๊ตฌ์กฐ๋Š” ์œ ํšจ.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ํ•œํ™”์†”๋ฃจ์…˜, code: '009830'}
        - {name: OCIํ™€๋”ฉ์Šค, code: '010060'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      ํ•œํ™”์†”๋ฃจ์…˜ยทOCI ๋“ฑ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜์ด ๋ฏธ๊ตญ์—์„œ ์ „๋žต์ž์‚ฐ ๋ถ„๋ฅ˜, ๋ฏธ์ค‘ ํ™”ํ•ด ๋ฌด๋“œ์—๋„ ๊ด€์„ธ ์™„ํ™” ๋Œ€์ƒ์—์„œ ์ œ์™ธ ์œ ์ง€. 30๋…„๋ฌผ ๊ธˆ๋ฆฌ ๊ธ‰๋“ฑ์ด ๋‹จ๊ธฐ ์•ฝ์„ธ ํŠธ๋ฆฌ๊ฑฐ์˜€์œผ๋‚˜ ํด๋ฆฌ์‹ค๋ฆฌ์ฝ˜ supply chain ์ˆ˜ํ˜œ ๊ตฌ์กฐ๋Š” ์œ ํšจ.
๐Ÿ“Œ Watch ai-power-bottleneck power

AIDC ํŠน๋ณ„๋ฒ•์—์„œ LNG PPA ์ œ์™ธ

AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ ํŠน๋ณ„๋ฒ•์—์„œ LNG PPA ์ง์ ‘ ๊ณ„์•ฝ์ด ์ œ์™ธ๋˜๋Š” ๋ฐฉํ–ฅ. ์ „๋ ฅ ์กฐ๋‹ฌ ์˜ต์…˜ ์ถ•์†Œ๋กœ ํ•œ์ „ ์†ก์ „ยท์›์ „ PPAยท์žฌ์ƒ์—๋„ˆ์ง€ PPA ์ชฝ์œผ๋กœ ์ˆ˜์š” ์ง‘์ค‘ ๊ฐ€๋Šฅ์„ฑ, ์ „๋ ฅ ๋ณ‘๋ชฉ chain์˜ ์ •์ฑ… ๋ณ€์ˆ˜.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-6
    name: AIDC ํŠน๋ณ„๋ฒ•์—์„œ LNG PPA ์ œ์™ธ
    L0_trend: AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ ํŠน๋ณ„๋ฒ•์—์„œ LNG PPA ์ง์ ‘ ๊ณ„์•ฝ์ด ์ œ์™ธ๋˜๋Š” ๋ฐฉํ–ฅ. ์ „๋ ฅ ์กฐ๋‹ฌ ์˜ต์…˜ ์ถ•์†Œ๋กœ ํ•œ์ „ ์†ก์ „ยท์›์ „ PPAยท์žฌ์ƒ์—๋„ˆ์ง€ PPA ์ชฝ์œผ๋กœ ์ˆ˜์š” ์ง‘์ค‘ ๊ฐ€๋Šฅ์„ฑ, ์ „๋ ฅ ๋ณ‘๋ชฉ chain์˜ ์ •์ฑ… ๋ณ€์ˆ˜.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ ํŠน๋ณ„๋ฒ•์—์„œ LNG PPA ์ง์ ‘ ๊ณ„์•ฝ์ด ์ œ์™ธ๋˜๋Š” ๋ฐฉํ–ฅ. ์ „๋ ฅ ์กฐ๋‹ฌ ์˜ต์…˜ ์ถ•์†Œ๋กœ ํ•œ์ „ ์†ก์ „ยท์›์ „ PPAยท์žฌ์ƒ์—๋„ˆ์ง€ PPA ์ชฝ์œผ๋กœ ์ˆ˜์š” ์ง‘์ค‘ ๊ฐ€๋Šฅ์„ฑ, ์ „๋ ฅ ๋ณ‘๋ชฉ chain์˜ ์ •์ฑ… ๋ณ€์ˆ˜.
๐Ÿ“Œ Watch semiconductor

๋ฐ˜๋„์ฒด ํด๋Ÿฌ์Šคํ„ฐ '์ˆ˜๋„๊ถŒ ์™ธ' ์ง€์ • ์‹œํ–‰๋ น ์ถ”๊ฐ€

๋ฐ˜๋„์ฒดํŠน๋ณ„๋ฒ• ์‹œํ–‰๋ น ๊ฐœ์ •์œผ๋กœ ํด๋Ÿฌ์Šคํ„ฐ ์ง€์ • ์š”๊ฑด์— '์ˆ˜๋„๊ถŒ ์™ธ' ์ถ”๊ฐ€. ์šฉ์ธยทํ‰ํƒ ์ค‘์‹ฌ ๊ธฐ์กด ์บํŒŒ ๊ณ„ํš์— ์ •์ฑ… ๋…ธ์ด์ฆˆ ๋ฐœ์ƒ, ๋น„์ˆ˜๋„๊ถŒ ๋ถ€์ง€ยท์ธํ”„๋ผ ๊ด€๋ จ์ฃผ ๋‹จ๊ธฐ ๋ชจ๋ฉ˜ํ…€ ๊ฐ€๋Šฅ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-7
    name: ๋ฐ˜๋„์ฒด ํด๋Ÿฌ์Šคํ„ฐ '์ˆ˜๋„๊ถŒ ์™ธ' ์ง€์ • ์‹œํ–‰๋ น ์ถ”๊ฐ€
    L0_trend: ๋ฐ˜๋„์ฒดํŠน๋ณ„๋ฒ• ์‹œํ–‰๋ น ๊ฐœ์ •์œผ๋กœ ํด๋Ÿฌ์Šคํ„ฐ ์ง€์ • ์š”๊ฑด์— '์ˆ˜๋„๊ถŒ ์™ธ' ์ถ”๊ฐ€. ์šฉ์ธยทํ‰ํƒ ์ค‘์‹ฌ ๊ธฐ์กด ์บํŒŒ ๊ณ„ํš์— ์ •์ฑ… ๋…ธ์ด์ฆˆ ๋ฐœ์ƒ, ๋น„์ˆ˜๋„๊ถŒ ๋ถ€์ง€ยท์ธํ”„๋ผ ๊ด€๋ จ์ฃผ ๋‹จ๊ธฐ ๋ชจ๋ฉ˜ํ…€ ๊ฐ€๋Šฅ.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      ๋ฐ˜๋„์ฒดํŠน๋ณ„๋ฒ• ์‹œํ–‰๋ น ๊ฐœ์ •์œผ๋กœ ํด๋Ÿฌ์Šคํ„ฐ ์ง€์ • ์š”๊ฑด์— '์ˆ˜๋„๊ถŒ ์™ธ' ์ถ”๊ฐ€. ์šฉ์ธยทํ‰ํƒ ์ค‘์‹ฌ ๊ธฐ์กด ์บํŒŒ ๊ณ„ํš์— ์ •์ฑ… ๋…ธ์ด์ฆˆ ๋ฐœ์ƒ, ๋น„์ˆ˜๋„๊ถŒ ๋ถ€์ง€ยท์ธํ”„๋ผ ๊ด€๋ จ์ฃผ ๋‹จ๊ธฐ ๋ชจ๋ฉ˜ํ…€ ๊ฐ€๋Šฅ.
๐Ÿ“Œ Watch ai-substrate semiconductor

์ดํƒˆ๋ฆฌ์•„ TECHNOPROBE(TPRO) +37.5%, ์‹œ์ด์ˆœ์œ„ 45๊ณ„๋‹จ ์ ํ”„

๋ฐ˜๋„์ฒด ํ…Œ์ŠคํŠธ ํ”„๋กœ๋ธŒ ์นด๋“œ ๊ธ€๋กœ๋ฒŒ ์„ ๋‘์ฃผ์ž๊ฐ€ ์‚ฌ์ƒ ์‹ ๊ณ ๊ฐ€ ์—ฐ์† ๋ŒํŒŒ. HBMยทAI ์นฉ ํ…Œ์ŠคํŠธ ์ˆ˜์š” ํญ์ฆ ์‹ ํ˜ธ๋กœ ํ•œ๊ตญ ๋ฆฌ๋…ธ๊ณต์—…ยทํ‹ฐ์—์Šค์ด ๋“ฑ ํ”„๋กœ๋ธŒ์นด๋“œ chain ๋ชจ๋‹ˆํ„ฐ๋ง ํ•„์š”.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-8
    name: ์ดํƒˆ๋ฆฌ์•„ TECHNOPROBE(TPRO) +37.5%, ์‹œ์ด์ˆœ์œ„ 45๊ณ„๋‹จ ์ ํ”„
    L0_trend: ๋ฐ˜๋„์ฒด ํ…Œ์ŠคํŠธ ํ”„๋กœ๋ธŒ ์นด๋“œ ๊ธ€๋กœ๋ฒŒ ์„ ๋‘์ฃผ์ž๊ฐ€ ์‚ฌ์ƒ ์‹ ๊ณ ๊ฐ€ ์—ฐ์† ๋ŒํŒŒ. HBMยทAI ์นฉ ํ…Œ์ŠคํŠธ ์ˆ˜์š” ํญ์ฆ ์‹ ํ˜ธ๋กœ ํ•œ๊ตญ ๋ฆฌ๋…ธ๊ณต์—…ยทํ‹ฐ์—์Šค์ด ๋“ฑ ํ”„๋กœ๋ธŒ์นด๋“œ chain ๋ชจ๋‹ˆํ„ฐ๋ง ํ•„์š”.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ๋ฆฌ๋…ธ๊ณต์—…, code: '058470'}
        - {name: ํ‹ฐ์—์Šค์ด, code: '131290'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      ๋ฐ˜๋„์ฒด ํ…Œ์ŠคํŠธ ํ”„๋กœ๋ธŒ ์นด๋“œ ๊ธ€๋กœ๋ฒŒ ์„ ๋‘์ฃผ์ž๊ฐ€ ์‚ฌ์ƒ ์‹ ๊ณ ๊ฐ€ ์—ฐ์† ๋ŒํŒŒ. HBMยทAI ์นฉ ํ…Œ์ŠคํŠธ ์ˆ˜์š” ํญ์ฆ ์‹ ํ˜ธ๋กœ ํ•œ๊ตญ ๋ฆฌ๋…ธ๊ณต์—…ยทํ‹ฐ์—์Šค์ด ๋“ฑ ํ”„๋กœ๋ธŒ์นด๋“œ chain ๋ชจ๋‹ˆํ„ฐ๋ง ํ•„์š”.
๐Ÿ“Œ Watch ai-substrate semiconductor

AI ๋ฐ์ดํ„ฐ์„ผํ„ฐํ–ฅ LPDDR ์ˆ˜์š” ์ฆ๋Œ€ โ€” Vera Rubin 26H2 ์ถœํ•˜ ๋ณธ๊ฒฉํ™”

NVIDIA Vera Rubin AI ์„œ๋ฒ„์— LPDDR ํƒ‘์žฌ, ๋ชจ๋ฐ”์ผ DRAM ๊ฐ€๊ฒฉ ์˜ˆ์ƒ๋ณด๋‹ค ๊ฐ•์„ธ. SKํ•˜์ด๋‹‰์Šคยท์‚ผ์„ฑ์ „์ž LPDDR ์บํŒŒ ์žฌ๋ฐฐ๋ถ„ ๋ฐ ASP ์ถ”๊ฐ€ ์ธ์ƒ ๊ฐ€๋Šฅ์„ฑ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-watch-yaml-9
    name: AI ๋ฐ์ดํ„ฐ์„ผํ„ฐํ–ฅ LPDDR ์ˆ˜์š” ์ฆ๋Œ€ โ€” Vera Rubin 26H2 ์ถœํ•˜ ๋ณธ๊ฒฉํ™”
    L0_trend: NVIDIA Vera Rubin AI ์„œ๋ฒ„์— LPDDR ํƒ‘์žฌ, ๋ชจ๋ฐ”์ผ DRAM ๊ฐ€๊ฒฉ ์˜ˆ์ƒ๋ณด๋‹ค ๊ฐ•์„ธ. SKํ•˜์ด๋‹‰์Šคยท์‚ผ์„ฑ์ „์ž LPDDR ์บํŒŒ ์žฌ๋ฐฐ๋ถ„ ๋ฐ ASP ์ถ”๊ฐ€ ์ธ์ƒ ๊ฐ€๋Šฅ์„ฑ.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: SKํ•˜์ด๋‹‰์Šค, code: '000660'}
        - {name: ์‚ผ์„ฑ์ „์ž, code: '005930'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (watch)"
    notes: |
      NVIDIA Vera Rubin AI ์„œ๋ฒ„์— LPDDR ํƒ‘์žฌ, ๋ชจ๋ฐ”์ผ DRAM ๊ฐ€๊ฒฉ ์˜ˆ์ƒ๋ณด๋‹ค ๊ฐ•์„ธ. SKํ•˜์ด๋‹‰์Šคยท์‚ผ์„ฑ์ „์ž LPDDR ์บํŒŒ ์žฌ๋ฐฐ๋ถ„ ๋ฐ ASP ์ถ”๊ฐ€ ์ธ์ƒ ๊ฐ€๋Šฅ์„ฑ.

๐Ÿ’ก New Chain ํ›„๋ณด (2๊ฑด)

์ •ํ›ˆ๋‹˜์ด chain master yaml์— ์ถ”๊ฐ€ ๊ฒ€ํ†  โ€” ~/projects/raki-vault/master/topdown_chains.yaml

๐Ÿ’ก ํ›„๋ณด defense

์šฐ์ฃผ ๊ธฐ๋ฐ˜ ๋ฐฉ์œ„ (๊ณจ๋“  ๋”) โ†’ ์œ„์„ฑยท์š”๊ฒฉ์ฒดยท๊ด€์ธก chain

MDA 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€ ๊ตฌ์„ฑ, ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ์š”๊ฒฉ์ฒด ๋ณธ๊ฒฉํ™”. ์œ„์„ฑ ํ†ต์‹ ยท๋ฐœ์‚ฌ์ฒดยท๊ถค๋„ ๊ฐ์‹œยท๊ณ ์ฒด์—ฐ๋ฃŒ ๋“ฑ ์ข…์ „ ๋ฐฉ์‚ฐ๊ณผ ๋ณ„๊ฐœ chain ํ˜•์„ฑ ์ค‘. ํ•œ๊ตญ ํ•œํ™”์‹œ์Šคํ…œยท์ด๋…ธ์ŠคํŽ˜์ด์Šคยท์Ž„ํŠธ๋ ‰์•„์ด ๋“ฑ ์˜์—ญ.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-newchain-yaml-0
    name: ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ๋ฐฉ์œ„ (๊ณจ๋“  ๋”) โ†’ ์œ„์„ฑยท์š”๊ฒฉ์ฒดยท๊ด€์ธก chain
    L0_trend: MDA 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€ ๊ตฌ์„ฑ, ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ์š”๊ฒฉ์ฒด ๋ณธ๊ฒฉํ™”. ์œ„์„ฑ ํ†ต์‹ ยท๋ฐœ์‚ฌ์ฒดยท๊ถค๋„ ๊ฐ์‹œยท๊ณ ์ฒด์—ฐ๋ฃŒ ๋“ฑ ์ข…์ „ ๋ฐฉ์‚ฐ๊ณผ ๋ณ„๊ฐœ chain ํ˜•์„ฑ ์ค‘. ํ•œ๊ตญ ํ•œํ™”์‹œ์Šคํ…œยท์ด๋…ธ์ŠคํŽ˜์ด์Šคยท์Ž„ํŠธ๋ ‰์•„์ด ๋“ฑ ์˜์—ญ.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ํ•œํ™”์‹œ์Šคํ…œ, code: '272210'}
        - {name: ์Ž„ํŠธ๋ ‰์•„์ด, code: '099320'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (new_chain)"
    notes: |
      MDA 2,400๊ฐœ ๊ณ„์•ฝ์ž ํ’€ ๊ตฌ์„ฑ, ์šฐ์ฃผ ๊ธฐ๋ฐ˜ ์š”๊ฒฉ์ฒด ๋ณธ๊ฒฉํ™”. ์œ„์„ฑ ํ†ต์‹ ยท๋ฐœ์‚ฌ์ฒดยท๊ถค๋„ ๊ฐ์‹œยท๊ณ ์ฒด์—ฐ๋ฃŒ ๋“ฑ ์ข…์ „ ๋ฐฉ์‚ฐ๊ณผ ๋ณ„๊ฐœ chain ํ˜•์„ฑ ์ค‘. ํ•œ๊ตญ ํ•œํ™”์‹œ์Šคํ…œยท์ด๋…ธ์ŠคํŽ˜์ด์Šคยท์Ž„ํŠธ๋ ‰์•„์ด ๋“ฑ ์˜์—ญ.
๐Ÿ’ก ํ›„๋ณด software

AI infra โ†’ ์‚ฌ์ด๋ฒ„ ๋ณด์•ˆยท๊ด€์ธก paradigm (PANWยทCRWDยทDDOG ๋™์‹œ ์‹ ๊ณ ๊ฐ€)

AI agentยทLLM ๋„์ž… ํ™•์žฅ + ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์‹ ์„ค๋กœ zero trustยทEDRยทobservability ์ˆ˜์š” ๊ตฌ์กฐ์  ํญ์ฆ. ๊ธ€๋กœ๋ฒŒ ๋น…3 ๋™์‹œ ์‹ ๊ณ ๊ฐ€ โ†’ '๋ฐ์ดํ„ฐ์„ผํ„ฐ ๋ณด์•ˆยท๊ด€์ธก' ๋ณ„๋„ chain ํ›„๋ณด. ํ•œ๊ตญ์€ ์•ˆ๋žฉยท์‹œํ๋ธŒยทํŒŒ์ˆ˜ ๋“ฑ ํ›„ํ–‰ leverage.
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260516-newchain-yaml-1
    name: AI infra โ†’ ์‚ฌ์ด๋ฒ„ ๋ณด์•ˆยท๊ด€์ธก paradigm (PANWยทCRWDยทDDOG ๋™์‹œ ์‹ ๊ณ ๊ฐ€)
    L0_trend: AI agentยทLLM ๋„์ž… ํ™•์žฅ + ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์‹ ์„ค๋กœ zero trustยทEDRยทobservability ์ˆ˜์š” ๊ตฌ์กฐ์  ํญ์ฆ. ๊ธ€๋กœ๋ฒŒ ๋น…3 ๋™์‹œ ์‹ ๊ณ ๊ฐ€ โ†’ '๋ฐ์ดํ„ฐ์„ผํ„ฐ ๋ณด์•ˆยท๊ด€์ธก' ๋ณ„๋„ chain ํ›„๋ณด. ํ•œ๊ตญ์€ ์•ˆ๋žฉ
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ์•ˆ๋žฉ, code: '053800'}
        - {name: ํŒŒ์ˆ˜, code: '150900'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-05-16 Claude marking (new_chain)"
    notes: |
      AI agentยทLLM ๋„์ž… ํ™•์žฅ + ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์‹ ์„ค๋กœ zero trustยทEDRยทobservability ์ˆ˜์š” ๊ตฌ์กฐ์  ํญ์ฆ. ๊ธ€๋กœ๋ฒŒ ๋น…3 ๋™์‹œ ์‹ ๊ณ ๊ฐ€ โ†’ '๋ฐ์ดํ„ฐ์„ผํ„ฐ ๋ณด์•ˆยท๊ด€์ธก' ๋ณ„๋„ chain ํ›„๋ณด. ํ•œ๊ตญ์€ ์•ˆ๋žฉยท์‹œํ๋ธŒยทํŒŒ์ˆ˜ ๋“ฑ ํ›„ํ–‰ leverage.

์ถ”๊ฐ€ ์ ˆ์ฐจ: 1) ๋ณต์‚ฌ ๋ฒ„ํŠผ โ†’ 2) ~/projects/raki-vault/master/topdown_chains.yaml ์—ด๊ธฐ โ†’ 3) chains: ์•„๋ž˜์— paste โ†’ 4) TODO ๋ถ€๋ถ„ ์ˆ˜์ • โ†’ 5) ๋‹ค์Œ ๋นŒ๋“œ์—์„œ /topdown/์— ๋ฐ˜์˜.