๐Ÿ“Š raki research
๐ŸŽฏ DAILY2026-08-21

๐ŸŽฏ 2026-08-21 DAILY Marking

Claude CLI๊ฐ€ 24h ์‚ฐ์—… ์ด์Šˆ์—์„œ ์ž๋™ ์ถ”์ถœ ยท ๐Ÿ”ฅ 1 / ๐Ÿ“Œ 9 / ๐Ÿ’ก 0

๐Ÿ”ฅ Critical (1๊ฑด)

๐Ÿ”ฅ Critical ai-substrate semiconductor

PCB ๋ฐธ๋ฅ˜์ฒด์ธ 2Q ์ดˆํ˜ธํ™ฉ ์‹ค์ฆ โ€” ๋งค์ถœ +39.1% YoY, ์˜์—…์ด์ต +151.3% YoY, ๊ณต๊ธ‰๋ถ€์กฑ 2028๋…„๊นŒ์ง€ ์ง€์†

๊ตญ๋‚ด PCB ๋ฐธ๋ฅ˜์ฒด์ธ ํ•ฉ์‚ฐ 2Q ์‹ค์ ์ด ๋งค์ถœ +39.1%ยท์˜์—…์ด์ต +151.3% YoY๋กœ ์ปจ์„ผ์„œ์Šค๋ฅผ ์ƒํšŒํ•˜๋ฉฐ AI ๊ธฐํŒ ์—…์‚ฌ์ดํด์„ ์‹ค์ฆํ–ˆ๋‹ค. BT Capa ์ถ•์†Œ์— ๋”ฐ๋ฅธ ๋‚™์ˆ˜ํšจ๊ณผ๋กœ ๊ณต๊ธ‰๋ถ€์กฑ์ด 2028๋…„๊นŒ์ง€ ์ง€์†๋  ์ „๋ง์ด๋ฉฐ, ๊ธ€๋กœ๋ฒŒ ๊ธฐํŒ ์—…์ฒด๋„ ์ปจ์„ผ์„œ์Šค๋ฅผ ํฌ๊ฒŒ ์ƒํšŒํ•ด AI ๋ฐ˜๋„์ฒด ํ˜ธํ™ฉ์˜ 2์ฐจ ์ˆ˜ํ˜œ ์ฒด์ธ์ด ํ™•์ธ๋๋‹ค.
๐Ÿ“Š 91/100 secular catalyst 3m quality high
EPS YoY
+151.3%
์ปจ์„ผ revision
+20.0%
SUE streak
2๋ถ„๊ธฐ ์—ฐ์†
backlog
high
margin ฮ”
+300bp
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=5] | BT Capa ์‹ ์ฆ์„ค ์žฌ๊ฐœ๋‚˜ ๋ฌผ๋Ÿ‰ ์ •์ƒํ™”๋กœ ํŒ๊ฐ€ ํ•˜๋ฝ ์ „ํ™˜ ์‹œ thesis ๋ฐ˜์ „. ๋‹จ ํ‹ฐ์—˜๋น„๋Š” ์ตœ๊ทผ broker target -55~-64% ํ•˜ํ–ฅ ํ๋ฆ„์ด ๋ณ‘์กดํ•ด(Broker consensus ๋ฐ์ดํ„ฐ ์ฐธ์กฐ) ์ข…๋ชฉ ์„ ๋ณ„ ํ•„์š” โ€” ๊ฐœ๋ณ„ ์ข…๋ชฉ๋ณด๋‹ค ๋ฐธ๋ฅ˜์ฒด์ธ ์ „์ฒด(๋Œ€๋•์ „์žยท์‹ฌํ…) ์šฐ์„ 
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-crit-yaml-0
    name: PCB ๋ฐธ๋ฅ˜์ฒด์ธ 2Q ์ดˆํ˜ธํ™ฉ ์‹ค์ฆ โ€” ๋งค์ถœ +39.1% YoY, ์˜์—…์ด์ต +151.3% YoY, ๊ณต๊ธ‰๋ถ€์กฑ 2028๋…„๊นŒ์ง€ ์ง€์†
    L0_trend: ๊ตญ๋‚ด PCB ๋ฐธ๋ฅ˜์ฒด์ธ ํ•ฉ์‚ฐ 2Q ์‹ค์ ์ด ๋งค์ถœ +39.1%ยท์˜์—…์ด์ต +151.3% YoY๋กœ ์ปจ์„ผ์„œ์Šค๋ฅผ ์ƒํšŒํ•˜๋ฉฐ AI ๊ธฐํŒ ์—…์‚ฌ์ดํด์„ ์‹ค์ฆํ–ˆ๋‹ค. BT Capa ์ถ•์†Œ์— ๋”ฐ๋ฅธ ๋‚™์ˆ˜ํšจ๊ณผ๋กœ ๊ณต๊ธ‰๋ถ€์กฑ์ด 2028๋…„๊นŒ์ง€ ์ง€์†๋  ์ „๋ง
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ๋Œ€๋•์ „์ž, code: '353200'}
        - {name: ํ‹ฐ์—˜๋น„, code: '356860'}
        - {name: ์‹ฌํ…, code: '222800'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-08-21 Claude marking (critical)"
    notes: |
      ๊ตญ๋‚ด PCB ๋ฐธ๋ฅ˜์ฒด์ธ ํ•ฉ์‚ฐ 2Q ์‹ค์ ์ด ๋งค์ถœ +39.1%ยท์˜์—…์ด์ต +151.3% YoY๋กœ ์ปจ์„ผ์„œ์Šค๋ฅผ ์ƒํšŒํ•˜๋ฉฐ AI ๊ธฐํŒ ์—…์‚ฌ์ดํด์„ ์‹ค์ฆํ–ˆ๋‹ค. BT Capa ์ถ•์†Œ์— ๋”ฐ๋ฅธ ๋‚™์ˆ˜ํšจ๊ณผ๋กœ ๊ณต๊ธ‰๋ถ€์กฑ์ด 2028๋…„๊นŒ์ง€ ์ง€์†๋  ์ „๋ง์ด๋ฉฐ, ๊ธ€๋กœ๋ฒŒ ๊ธฐํŒ ์—…์ฒด๋„ ์ปจ์„ผ์„œ์Šค๋ฅผ ํฌ๊ฒŒ ์ƒํšŒํ•ด AI ๋ฐ˜๋„์ฒด ํ˜ธํ™ฉ์˜ 2์ฐจ ์ˆ˜ํ˜œ ์ฒด์ธ์ด ํ™•์ธ๋๋‹ค.
๐Ÿ“Ž ์›๋ฌธ #35 ยท ์„ํ•™๋“ค์˜ ๋งˆ์ผ“ (์ธ)์‚ฌ์ดํŠธ #34 ยท ์Šค๋ชฐ์ธ์‚ฌ์ดํŠธ๋ฆฌ์„œ์น˜

๐Ÿ“Œ Watch (9๊ฑด)

๐Ÿ“Œ Watch ai-substrate semiconductor

ํ€„๋ฆฌํƒ€์Šค๋ฐ˜๋„์ฒด ๊ตญ๋‚ด ๋ฐ˜๋„์ฒด๊ธฐ์—… ๋Œ€์ƒ IP ๋ผ์ด์„ ์Šค ๊ณต๊ธ‰๊ณ„์•ฝ(6๋…„5๊ฐœ์›”, ๋งค์ถœ๋Œ€๋น„ 11.27%)

ํ€„๋ฆฌํƒ€์Šค๋ฐ˜๋„์ฒด๊ฐ€ ๊ตญ๋‚ด ๋ฐ˜๋„์ฒด๊ธฐ์—…์— ๋ฐ˜๋„์ฒด ์„ค๊ณ„์ž์‚ฐ(IP) ๋ผ์ด์„ ์Šค ๊ณ„์•ฝ์„ ์ฒด๊ฒฐ, ๋งค์ถœ๋Œ€๋น„ 11.27% ๊ทœ๋ชจ๋กœ ์žฅ๊ธฐ(2033๋…„๊นŒ์ง€) ๊ณ„์•ฝ. ์†Œ๊ทœ๋ชจ์ง€๋งŒ ๋ฐ˜๋„์ฒด IP ๋ฐธ๋ฅ˜์ฒด์ธ backlog ๊ฐ€์‹œ์„ฑ ํ™•๋ณด ์‚ฌ๋ก€.
๐Ÿ“Š 53/100 secular catalyst 6m
backlog
medium
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1]
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-0
    name: ํ€„๋ฆฌํƒ€์Šค๋ฐ˜๋„์ฒด ๊ตญ๋‚ด ๋ฐ˜๋„์ฒด๊ธฐ์—… ๋Œ€์ƒ IP ๋ผ์ด์„ ์Šค ๊ณต๊ธ‰๊ณ„์•ฝ(6๋…„5๊ฐœ์›”, ๋งค์ถœ๋Œ€๋น„ 11.27%)
    L0_trend: ํ€„๋ฆฌํƒ€์Šค๋ฐ˜๋„์ฒด๊ฐ€ ๊ตญ๋‚ด ๋ฐ˜๋„์ฒด๊ธฐ์—…์— ๋ฐ˜๋„์ฒด ์„ค๊ณ„์ž์‚ฐ(IP) ๋ผ์ด์„ ์Šค ๊ณ„์•ฝ์„ ์ฒด๊ฒฐ, ๋งค์ถœ๋Œ€๋น„ 11.27% ๊ทœ๋ชจ๋กœ ์žฅ๊ธฐ(2033๋…„๊นŒ์ง€) ๊ณ„์•ฝ. ์†Œ๊ทœ๋ชจ์ง€๋งŒ ๋ฐ˜๋„์ฒด IP ๋ฐธ๋ฅ˜์ฒด์ธ backlog ๊ฐ€์‹œ์„ฑ ํ™•๋ณด ์‚ฌ๋ก€.
    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:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ํ€„๋ฆฌํƒ€์Šค๋ฐ˜๋„์ฒด๊ฐ€ ๊ตญ๋‚ด ๋ฐ˜๋„์ฒด๊ธฐ์—…์— ๋ฐ˜๋„์ฒด ์„ค๊ณ„์ž์‚ฐ(IP) ๋ผ์ด์„ ์Šค ๊ณ„์•ฝ์„ ์ฒด๊ฒฐ, ๋งค์ถœ๋Œ€๋น„ 11.27% ๊ทœ๋ชจ๋กœ ์žฅ๊ธฐ(2033๋…„๊นŒ์ง€) ๊ณ„์•ฝ. ์†Œ๊ทœ๋ชจ์ง€๋งŒ ๋ฐ˜๋„์ฒด IP ๋ฐธ๋ฅ˜์ฒด์ธ backlog ๊ฐ€์‹œ์„ฑ ํ™•๋ณด ์‚ฌ๋ก€.
๐Ÿ“Œ Watch mark-20260518-staged-0 defense

๋Œ€์‹ ์ฆ๊ถŒ ๋ฆฌํฌํŠธ โ€” ๋ฏธ๊ตญ ์ž์ฃผํฌ ์‚ฌ์—… ์ˆ˜์ฃผ, K-๋ฐฉ์‚ฐ ๋ฏธ๊ตญ ์ง„์ถœ ํ™•๋Œ€ ์‹œ๊ทธ๋„

๋Œ€์‹ ์ฆ๊ถŒ์ด ๋ฏธ๊ตญ ์ž์ฃผํฌ ์‚ฌ์—… ์ˆ˜์ฃผ์˜ ์˜๋ฏธ๋ฅผ K-๋ฐฉ์‚ฐ ๋ฏธ๊ตญ ์‹œ์žฅ ์ง„์ž… ํ™•๋Œ€ ๊ด€์ ์—์„œ ๋ถ„์„. mark-20260518 ์ฒด์ธ(CMMC ์ธ์ฆยท๋™๋งน๊ตญ ๋ฌด๊ธฐ ๊ณต๊ธ‰๋ง ์žฌํŽธ)๊ณผ ์ •ํ•ฉ๋˜๋‚˜ ๋ณธ๋ฌธ ์ •๋Ÿ‰ ๋ฐ์ดํ„ฐ ๋ถ€์กฑ.
๐Ÿ“Š 57/100 secular catalyst 6m
backlog
high
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1]
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-1
    name: ๋Œ€์‹ ์ฆ๊ถŒ ๋ฆฌํฌํŠธ โ€” ๋ฏธ๊ตญ ์ž์ฃผํฌ ์‚ฌ์—… ์ˆ˜์ฃผ, K-๋ฐฉ์‚ฐ ๋ฏธ๊ตญ ์ง„์ถœ ํ™•๋Œ€ ์‹œ๊ทธ๋„
    L0_trend: ๋Œ€์‹ ์ฆ๊ถŒ์ด ๋ฏธ๊ตญ ์ž์ฃผํฌ ์‚ฌ์—… ์ˆ˜์ฃผ์˜ ์˜๋ฏธ๋ฅผ K-๋ฐฉ์‚ฐ ๋ฏธ๊ตญ ์‹œ์žฅ ์ง„์ž… ํ™•๋Œ€ ๊ด€์ ์—์„œ ๋ถ„์„. mark-20260518 ์ฒด์ธ(CMMC ์ธ์ฆยท๋™๋งน๊ตญ ๋ฌด๊ธฐ ๊ณต๊ธ‰๋ง ์žฌํŽธ)๊ณผ ์ •ํ•ฉ๋˜๋‚˜ ๋ณธ๋ฌธ ์ •๋Ÿ‰ ๋ฐ์ดํ„ฐ ๋ถ€์กฑ.
    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:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ๋Œ€์‹ ์ฆ๊ถŒ์ด ๋ฏธ๊ตญ ์ž์ฃผํฌ ์‚ฌ์—… ์ˆ˜์ฃผ์˜ ์˜๋ฏธ๋ฅผ K-๋ฐฉ์‚ฐ ๋ฏธ๊ตญ ์‹œ์žฅ ์ง„์ž… ํ™•๋Œ€ ๊ด€์ ์—์„œ ๋ถ„์„. mark-20260518 ์ฒด์ธ(CMMC ์ธ์ฆยท๋™๋งน๊ตญ ๋ฌด๊ธฐ ๊ณต๊ธ‰๋ง ์žฌํŽธ)๊ณผ ์ •ํ•ฉ๋˜๋‚˜ ๋ณธ๋ฌธ ์ •๋Ÿ‰ ๋ฐ์ดํ„ฐ ๋ถ€์กฑ.
๐Ÿ“Œ Watch ai-substrate semiconductor

๋งˆ์ดํฌ๋ก  ๋ณด์ด์‹œ 100์–ต๋‹ฌ๋Ÿฌ AI ๋ฉ”๋ชจ๋ฆฌ ์—ฐ๊ตฌ์†Œ โ€” ๋ฉ”๋ชจ๋ฆฌ secular capex ํ™•์žฅ ์žฌํ™•์ธ

๋งˆ์ดํฌ๋ก ์ด ์•„์ด๋‹คํ˜ธ ๋ณด์ด์‹œ์— 10๋…„๊ฐ„ 100์–ต๋‹ฌ๋Ÿฌ ๊ทœ๋ชจ AI ๋ฉ”๋ชจ๋ฆฌ ์—ฐ๊ตฌ์†Œ ์„ค๋ฆฝ ๋ฐœํ‘œ(2027๋…„ ์ฐฉ๊ณต). ์ฐจ์„ธ๋Œ€ ๋ฉ”๋ชจ๋ฆฌยท์ฒจ๋‹จ ํŒจํ‚ค์ง• R&D ํˆฌ์ž๋กœ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์ดํด์˜ ๊ตฌ์กฐ์  ์ง€์†์„ฑ์„ ์‹œ์‚ฌํ•˜๋ฉฐ SKํ•˜์ด๋‹‰์Šคยท์‚ผ์„ฑ์ „์ž chain ์ •ํ•ฉ.
๐Ÿ“Š 60/100 secular catalyst 1y
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1] | 2027๋…„ ์ฐฉ๊ณต ์˜ˆ์ •์œผ๋กœ ๋‹จ๊ธฐ ์‹ค์  ์ž„ํŒฉํŠธ ์—†์Œ. capex ๋ฐœํ‘œ ์ž์ฒด๋Š” ์žฅ๊ธฐ ์‹ ํ˜ธ์ผ ๋ฟ ์ฆ‰์‹œ ์ˆ˜์ต์„ฑ ๊ฐœ์„  ์•„๋‹˜
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-2
    name: ๋งˆ์ดํฌ๋ก  ๋ณด์ด์‹œ 100์–ต๋‹ฌ๋Ÿฌ AI ๋ฉ”๋ชจ๋ฆฌ ์—ฐ๊ตฌ์†Œ โ€” ๋ฉ”๋ชจ๋ฆฌ secular capex ํ™•์žฅ ์žฌํ™•์ธ
    L0_trend: ๋งˆ์ดํฌ๋ก ์ด ์•„์ด๋‹คํ˜ธ ๋ณด์ด์‹œ์— 10๋…„๊ฐ„ 100์–ต๋‹ฌ๋Ÿฌ ๊ทœ๋ชจ AI ๋ฉ”๋ชจ๋ฆฌ ์—ฐ๊ตฌ์†Œ ์„ค๋ฆฝ ๋ฐœํ‘œ(2027๋…„ ์ฐฉ๊ณต). ์ฐจ์„ธ๋Œ€ ๋ฉ”๋ชจ๋ฆฌยท์ฒจ๋‹จ ํŒจํ‚ค์ง• R&D ํˆฌ์ž๋กœ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์ดํด์˜ ๊ตฌ์กฐ์  ์ง€์†์„ฑ์„ ์‹œ์‚ฌํ•˜๋ฉฐ SKํ•˜์ด๋‹‰์Šคยท์‚ผ์„ฑ์ „์ž cha
    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:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ๋งˆ์ดํฌ๋ก ์ด ์•„์ด๋‹คํ˜ธ ๋ณด์ด์‹œ์— 10๋…„๊ฐ„ 100์–ต๋‹ฌ๋Ÿฌ ๊ทœ๋ชจ AI ๋ฉ”๋ชจ๋ฆฌ ์—ฐ๊ตฌ์†Œ ์„ค๋ฆฝ ๋ฐœํ‘œ(2027๋…„ ์ฐฉ๊ณต). ์ฐจ์„ธ๋Œ€ ๋ฉ”๋ชจ๋ฆฌยท์ฒจ๋‹จ ํŒจํ‚ค์ง• R&D ํˆฌ์ž๋กœ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์ดํด์˜ ๊ตฌ์กฐ์  ์ง€์†์„ฑ์„ ์‹œ์‚ฌํ•˜๋ฉฐ SKํ•˜์ด๋‹‰์Šคยท์‚ผ์„ฑ์ „์ž chain ์ •ํ•ฉ.
๐Ÿ“Œ Watch ai-substrate semiconductor

์‚ผ์„ฑ์ „์ž 720์–ต ๋‹ฌ๋Ÿฌ๋Œ€ ์‹ ๊ทœ ์ฃผ์ฃผํ™˜์› ํ”„๋กœ๊ทธ๋žจ ๋ณด๋„ โ€” AI ๋ฐ˜๋„์ฒด ๊ธฐ๋ก์ด์ต ๋ฐฐ๊ฒฝ

์‚ผ์„ฑ์ „์ž๊ฐ€ ์ž‰์—ฌํ˜„๊ธˆํ๋ฆ„ 50%๋ฅผ ์‹ ๊ทœ ์ฃผ์ฃผํ™˜์›์— ๋ฐฐ์ •ํ•˜๋Š” 100์กฐ์›๋Œ€ ํ”„๋กœ๊ทธ๋žจ์„ ์ค€๋น„ ์ค‘์ด๋ผ๋Š” ๋ณด๋„. AI ์นฉ ์Šˆํผ์‚ฌ์ดํด ๊ธฐ๋ก์ด์ต์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ํ•˜๋ฉฐ, ํ™•์ • ์‹œ ๋ฐธ๋ฅ˜์—์ด์…˜ ๋ฆฌ๋ ˆ์ดํŒ… ์ด‰๋งค๊ฐ€ ๋  ์ˆ˜ ์žˆ์œผ๋‚˜ ์•„์ง ์–ธ๋ก  ๋ณด๋„ ๋‹จ๊ณ„.
๐Ÿ“Š 60/100 secular catalyst 1m
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1] | ์ •์‹ ๊ณต์‹œ ์ „๊นŒ์ง€๋Š” ๋ฏธํ™•์ • ๋ณด๋„์ด๋ฉฐ, ํ™•์ •๋˜๋”๋ผ๋„ ํ™˜์› ์ž์ฒด๊ฐ€ ์ด์ต ๋ชจ๋ฉ˜ํ…€ ์‹ ํ˜ธ๋Š” ์•„๋‹˜
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-3
    name: ์‚ผ์„ฑ์ „์ž 720์–ต ๋‹ฌ๋Ÿฌ๋Œ€ ์‹ ๊ทœ ์ฃผ์ฃผํ™˜์› ํ”„๋กœ๊ทธ๋žจ ๋ณด๋„ โ€” AI ๋ฐ˜๋„์ฒด ๊ธฐ๋ก์ด์ต ๋ฐฐ๊ฒฝ
    L0_trend: ์‚ผ์„ฑ์ „์ž๊ฐ€ ์ž‰์—ฌํ˜„๊ธˆํ๋ฆ„ 50%๋ฅผ ์‹ ๊ทœ ์ฃผ์ฃผํ™˜์›์— ๋ฐฐ์ •ํ•˜๋Š” 100์กฐ์›๋Œ€ ํ”„๋กœ๊ทธ๋žจ์„ ์ค€๋น„ ์ค‘์ด๋ผ๋Š” ๋ณด๋„. AI ์นฉ ์Šˆํผ์‚ฌ์ดํด ๊ธฐ๋ก์ด์ต์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ํ•˜๋ฉฐ, ํ™•์ • ์‹œ ๋ฐธ๋ฅ˜์—์ด์…˜ ๋ฆฌ๋ ˆ์ดํŒ… ์ด‰๋งค๊ฐ€ ๋  ์ˆ˜ ์žˆ์œผ๋‚˜ ์•„์ง ์–ธ๋ก  ๋ณด๋„ 
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ์‚ผ์„ฑ์ „์ž, code: '005930'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ์‚ผ์„ฑ์ „์ž๊ฐ€ ์ž‰์—ฌํ˜„๊ธˆํ๋ฆ„ 50%๋ฅผ ์‹ ๊ทœ ์ฃผ์ฃผํ™˜์›์— ๋ฐฐ์ •ํ•˜๋Š” 100์กฐ์›๋Œ€ ํ”„๋กœ๊ทธ๋žจ์„ ์ค€๋น„ ์ค‘์ด๋ผ๋Š” ๋ณด๋„. AI ์นฉ ์Šˆํผ์‚ฌ์ดํด ๊ธฐ๋ก์ด์ต์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ํ•˜๋ฉฐ, ํ™•์ • ์‹œ ๋ฐธ๋ฅ˜์—์ด์…˜ ๋ฆฌ๋ ˆ์ดํŒ… ์ด‰๋งค๊ฐ€ ๋  ์ˆ˜ ์žˆ์œผ๋‚˜ ์•„์ง ์–ธ๋ก  ๋ณด๋„ ๋‹จ๊ณ„.
๐Ÿ“Œ Watch ai-substrate materials

์ค‘๊ตญ, ๋Œ€๋งŒํ–‰ ๊ฒŒ๋ฅด๋งˆ๋Š„ยท์„์˜ยท์˜๊ตฌ์ž์„ ๋“ฑ ํ•ญ๊ณต์šฐ์ฃผยท๊ด‘ํ•™ ํ•ต์‹ฌ์†Œ์žฌ ์ˆ˜์ถœ ์ œํ•œ

์ค‘๊ตญ์ด ๋Œ€๋งŒํ–ฅ ๋ฐ˜๋„์ฒดยท๊ด‘ํ•™ยทํ•ญ๊ณต์šฐ์ฃผ ํ•ต์‹ฌ์†Œ์žฌ ์ˆ˜์ถœ์„ ์ œํ•œยทํ†ต๊ด€ ์ง€์—ฐ์‹œํ‚ค๋ฉฐ ์•„์‹œ์•„ ๊ณต๊ธ‰๋ง ๋ณ‘๋ชฉ ๋ฐœ์ƒ. ์†Œ์žฌ ์กฐ๋‹ฌ ๊ธฐ๊ฐ„ ์ˆ˜๊ฐœ์›” ์ง€์—ฐ, ์ผ๋ถ€ ๊ฑฐ๋ž˜ ๋ฌด์‚ฐ. ๊ตญ๋‚ด ๋Œ€์ฒด ์†Œ์žฌยท๋ถ€ํ’ˆ ์—…์ฒด ๋ฐ˜์‚ฌ์ˆ˜ํ˜œ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์œผ๋‚˜ ์ง์ ‘ chain ์—ฐ๊ฒฐ ์ข…๋ชฉ ๋ถˆ๋ช…ํ™•.
๐Ÿ“Š 55/100 cyclical catalyst 3m
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): โš”๏ธ ์˜๋„์  ๋„์ „: ๋Œ€๋งŒ ๋ฐ˜๋„์ฒด ๊ณต๊ธ‰๋ง ๋ณ‘๋ชฉ์ด ์‹ค์ œ ๊ตญ๋‚ด ์†Œ์žฌ ๋Œ€์ฒด ์ˆ˜์š”๋กœ ์ด์–ด์ง„๋‹ค๋Š” ์ง์ ‘ ์ฆ๊ฑฐ ๋ถ€์žฌ โ€” ์ง€์ •ํ•™ ๋ฆฌ์Šคํฌ ์‹œ๊ทธ๋„์ผ ๋ฟ ์‹ค์  momentum ์•„์ง ๋ฏธํ™•์ธ
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-4
    name: ์ค‘๊ตญ, ๋Œ€๋งŒํ–‰ ๊ฒŒ๋ฅด๋งˆ๋Š„ยท์„์˜ยท์˜๊ตฌ์ž์„ ๋“ฑ ํ•ญ๊ณต์šฐ์ฃผยท๊ด‘ํ•™ ํ•ต์‹ฌ์†Œ์žฌ ์ˆ˜์ถœ ์ œํ•œ
    L0_trend: ์ค‘๊ตญ์ด ๋Œ€๋งŒํ–ฅ ๋ฐ˜๋„์ฒดยท๊ด‘ํ•™ยทํ•ญ๊ณต์šฐ์ฃผ ํ•ต์‹ฌ์†Œ์žฌ ์ˆ˜์ถœ์„ ์ œํ•œยทํ†ต๊ด€ ์ง€์—ฐ์‹œํ‚ค๋ฉฐ ์•„์‹œ์•„ ๊ณต๊ธ‰๋ง ๋ณ‘๋ชฉ ๋ฐœ์ƒ. ์†Œ์žฌ ์กฐ๋‹ฌ ๊ธฐ๊ฐ„ ์ˆ˜๊ฐœ์›” ์ง€์—ฐ, ์ผ๋ถ€ ๊ฑฐ๋ž˜ ๋ฌด์‚ฐ. ๊ตญ๋‚ด ๋Œ€์ฒด ์†Œ์žฌยท๋ถ€ํ’ˆ ์—…์ฒด ๋ฐ˜์‚ฌ์ˆ˜ํ˜œ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์œผ๋‚˜ ์ง์ ‘ chain
    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:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ์ค‘๊ตญ์ด ๋Œ€๋งŒํ–ฅ ๋ฐ˜๋„์ฒดยท๊ด‘ํ•™ยทํ•ญ๊ณต์šฐ์ฃผ ํ•ต์‹ฌ์†Œ์žฌ ์ˆ˜์ถœ์„ ์ œํ•œยทํ†ต๊ด€ ์ง€์—ฐ์‹œํ‚ค๋ฉฐ ์•„์‹œ์•„ ๊ณต๊ธ‰๋ง ๋ณ‘๋ชฉ ๋ฐœ์ƒ. ์†Œ์žฌ ์กฐ๋‹ฌ ๊ธฐ๊ฐ„ ์ˆ˜๊ฐœ์›” ์ง€์—ฐ, ์ผ๋ถ€ ๊ฑฐ๋ž˜ ๋ฌด์‚ฐ. ๊ตญ๋‚ด ๋Œ€์ฒด ์†Œ์žฌยท๋ถ€ํ’ˆ ์—…์ฒด ๋ฐ˜์‚ฌ์ˆ˜ํ˜œ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์œผ๋‚˜ ์ง์ ‘ chain ์—ฐ๊ฒฐ ์ข…๋ชฉ ๋ถˆ๋ช…ํ™•.
๐Ÿ“Œ Watch ai-power-bottleneck power

12์ฐจ ์ „๊ธฐ๋ณธ ์ „๋ ฅ์ˆ˜์š” ์žฌ์ „๋ง โ€” 2040๋…„ ๋ชฉํ‘œ์ „๋ ฅ +26.6~26.8GW ๋Œ€ํญ ์ƒํ–ฅ

์ •๋ถ€ 12์ฐจ ์ „๋ ฅ์ˆ˜๊ธ‰๊ธฐ๋ณธ๊ณ„ํš ์žฌ์ „๋ง์—์„œ 2040๋…„ ์ตœ๋Œ€์ „๋ ฅ ๋ชฉํ‘œ๊ฐ€ 158.4~165.0GW๋กœ ๊ธฐ์กด ๋Œ€๋น„ ์•ฝ 20% ์ƒํ–ฅ, ์ „๋ ฅ์†Œ๋น„๋Ÿ‰๋„ +190TWh ์ƒํ–ฅ. AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ็™ผ ์ „๋ ฅ ์ˆ˜์š” ๊ตฌ์กฐ์  ์žฌํ‰๊ฐ€๋กœ ์ „๋ ฅ๊ธฐ๊ธฐยท๋ฐœ์ „ ์ฒด์ธ ์ •์ฑ… catalyst.
๐Ÿ“Š 68/100 secular catalyst 6m
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1]
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-5
    name: 12์ฐจ ์ „๊ธฐ๋ณธ ์ „๋ ฅ์ˆ˜์š” ์žฌ์ „๋ง โ€” 2040๋…„ ๋ชฉํ‘œ์ „๋ ฅ +26.6~26.8GW ๋Œ€ํญ ์ƒํ–ฅ
    L0_trend: ์ •๋ถ€ 12์ฐจ ์ „๋ ฅ์ˆ˜๊ธ‰๊ธฐ๋ณธ๊ณ„ํš ์žฌ์ „๋ง์—์„œ 2040๋…„ ์ตœ๋Œ€์ „๋ ฅ ๋ชฉํ‘œ๊ฐ€ 158.4~165.0GW๋กœ ๊ธฐ์กด ๋Œ€๋น„ ์•ฝ 20% ์ƒํ–ฅ, ์ „๋ ฅ์†Œ๋น„๋Ÿ‰๋„ +190TWh ์ƒํ–ฅ. AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ็™ผ ์ „๋ ฅ ์ˆ˜์š” ๊ตฌ์กฐ์  ์žฌํ‰๊ฐ€๋กœ ์ „๋ ฅ๊ธฐ๊ธฐยท๋ฐœ์ „ 
    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:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ์ •๋ถ€ 12์ฐจ ์ „๋ ฅ์ˆ˜๊ธ‰๊ธฐ๋ณธ๊ณ„ํš ์žฌ์ „๋ง์—์„œ 2040๋…„ ์ตœ๋Œ€์ „๋ ฅ ๋ชฉํ‘œ๊ฐ€ 158.4~165.0GW๋กœ ๊ธฐ์กด ๋Œ€๋น„ ์•ฝ 20% ์ƒํ–ฅ, ์ „๋ ฅ์†Œ๋น„๋Ÿ‰๋„ +190TWh ์ƒํ–ฅ. AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ็™ผ ์ „๋ ฅ ์ˆ˜์š” ๊ตฌ์กฐ์  ์žฌํ‰๊ฐ€๋กœ ์ „๋ ฅ๊ธฐ๊ธฐยท๋ฐœ์ „ ์ฒด์ธ ์ •์ฑ… catalyst.
๐Ÿ“Œ Watch ai-power-bottleneck shipbuilding

์‚ผ์„ฑ์ค‘๊ณต์—… ็พŽ ๋ถ€์œ ์‹ ๋ฐ์ดํ„ฐ์„ผํ„ฐ(FDC) ์—”์ง€๋‹ˆ์–ด๋ง ๊ณ„์•ฝ โ€” ์กฐ์„ ยทํ•ด์–‘ํ”Œ๋žœํŠธ์˜ AI ์ธํ”„๋ผ ์ „์ด

์‚ผ์„ฑ์ค‘๊ณต์—…์ด ็พŽ M3์™€ 50MW๊ธ‰ ๋ถ€์œ ์‹ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง ๊ณ„์•ฝ ์ฒด๊ฒฐ(4์›” MOU ํ›„์†). ์กฐ์„ ยทํ•ด์–‘ํ”Œ๋žœํŠธ ์—ญ๋Ÿ‰์ด AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ˆ˜์š”๋กœ ์ „์ด๋˜๋Š” ์‹ ๊ทœ chain ํ›„๋ณด์ด๋‚˜ ๋ณธ์‚ฌ์—…์€ ์ถ”ํ›„ ๊ฒ€ํ†  ๋‹จ๊ณ„๋กœ ์‹ค์  ๋ฐ˜์˜์€ ์ด๋ฅด๋‹ค.
๐Ÿ“Š 58/100 secular catalyst 6m quality low
backlog
low
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1] | ๋ณธ์‚ฌ์—… ์ˆ˜์ฃผ๋กœ ์ „ํ™˜๋˜์ง€ ์•Š์œผ๋ฉด ์—”์ง€๋‹ˆ์–ด๋ง ๊ณ„์•ฝ ๋‹จ๋ฐœ์„ฑ ์ด๋ฒคํŠธ์— ๊ทธ์นจ
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-6
    name: ์‚ผ์„ฑ์ค‘๊ณต์—… ็พŽ ๋ถ€์œ ์‹ ๋ฐ์ดํ„ฐ์„ผํ„ฐ(FDC) ์—”์ง€๋‹ˆ์–ด๋ง ๊ณ„์•ฝ โ€” ์กฐ์„ ยทํ•ด์–‘ํ”Œ๋žœํŠธ์˜ AI ์ธํ”„๋ผ ์ „์ด
    L0_trend: ์‚ผ์„ฑ์ค‘๊ณต์—…์ด ็พŽ M3์™€ 50MW๊ธ‰ ๋ถ€์œ ์‹ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง ๊ณ„์•ฝ ์ฒด๊ฒฐ(4์›” MOU ํ›„์†). ์กฐ์„ ยทํ•ด์–‘ํ”Œ๋žœํŠธ ์—ญ๋Ÿ‰์ด AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ˆ˜์š”๋กœ ์ „์ด๋˜๋Š” ์‹ ๊ทœ chain ํ›„๋ณด์ด๋‚˜ ๋ณธ์‚ฌ์—…์€ ์ถ”ํ›„ ๊ฒ€ํ†  ๋‹จ๊ณ„๋กœ ์‹ค์  ๋ฐ˜์˜์€ 
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: ์‚ผ์„ฑ์ค‘๊ณต์—…, code: '010140'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ์‚ผ์„ฑ์ค‘๊ณต์—…์ด ็พŽ M3์™€ 50MW๊ธ‰ ๋ถ€์œ ์‹ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง ๊ณ„์•ฝ ์ฒด๊ฒฐ(4์›” MOU ํ›„์†). ์กฐ์„ ยทํ•ด์–‘ํ”Œ๋žœํŠธ ์—ญ๋Ÿ‰์ด AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ˆ˜์š”๋กœ ์ „์ด๋˜๋Š” ์‹ ๊ทœ chain ํ›„๋ณด์ด๋‚˜ ๋ณธ์‚ฌ์—…์€ ์ถ”ํ›„ ๊ฒ€ํ†  ๋‹จ๊ณ„๋กœ ์‹ค์  ๋ฐ˜์˜์€ ์ด๋ฅด๋‹ค.
๐Ÿ“Œ Watch ai-power-bottleneck power

๋„ค์ด๋ฒ„ยทSGC์—๋„ˆ์ง€ยทGSยทSKT AIDC 4ํŒŒ์ „ โ€” ๊ตญ๋‚ด ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ž„๋Œ€ยท๋„ค์˜คํด๋ผ์šฐ๋“œ ํŒ๋ณ„์ง€ํ‘œ ๊ณต๊ฐœ

AIDC ์„ธ๋ฏธ๋‚˜์—์„œ ๊ตญ๋‚ด ๊ธ€๋กœ๋ฒŒ ํ…Œ๋„ŒํŠธ ์œ ์ž…์˜ 3๋Œ€ ํŒ๋ณ„์ง€ํ‘œ(๋„ค์ด๋ฒ„ 200MW ๊ณ„์•ฝ, SGC์—๋„ˆ์ง€ LOI, GS ๋™ํ•ด PF ๊ธฐํ‘œ)๊ฐ€ ์ œ์‹œ๋˜๋ฉฐ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ธํ”„๋ผ ์ฒด์ธ์˜ ๊ตฌ์ฒด์  catalyst window๊ฐ€ ๋“œ๋Ÿฌ๋‚ฌ๋‹ค.
๐Ÿ“Š 65/100 secular catalyst 3m
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1]
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-7
    name: ๋„ค์ด๋ฒ„ยทSGC์—๋„ˆ์ง€ยทGSยทSKT AIDC 4ํŒŒ์ „ โ€” ๊ตญ๋‚ด ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ž„๋Œ€ยท๋„ค์˜คํด๋ผ์šฐ๋“œ ํŒ๋ณ„์ง€ํ‘œ ๊ณต๊ฐœ
    L0_trend: AIDC ์„ธ๋ฏธ๋‚˜์—์„œ ๊ตญ๋‚ด ๊ธ€๋กœ๋ฒŒ ํ…Œ๋„ŒํŠธ ์œ ์ž…์˜ 3๋Œ€ ํŒ๋ณ„์ง€ํ‘œ(๋„ค์ด๋ฒ„ 200MW ๊ณ„์•ฝ, SGC์—๋„ˆ์ง€ LOI, GS ๋™ํ•ด PF ๊ธฐํ‘œ)๊ฐ€ ์ œ์‹œ๋˜๋ฉฐ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ธํ”„๋ผ ์ฒด์ธ์˜ ๊ตฌ์ฒด์  catalyst window๊ฐ€ ๋“œ๋Ÿฌ๋‚ฌ๋‹ค.
    L1_industry: TODO
    L2_bottleneck:
      - TODO
    L3_primary:
      KR:
        - {name: SK, code: '034730'}
        - {name: GS, code: '078930'}
        - {name: ํ…Œ์Šค, code: '095610'}
      Global: []
    L4_picks_shovels:
      KR: []
      Global: []
    L5_ecosystem:
      KR: []
      Global: []
    horizon: 1-3y
    confidence: low
    related_chains: []
    sources:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      AIDC ์„ธ๋ฏธ๋‚˜์—์„œ ๊ตญ๋‚ด ๊ธ€๋กœ๋ฒŒ ํ…Œ๋„ŒํŠธ ์œ ์ž…์˜ 3๋Œ€ ํŒ๋ณ„์ง€ํ‘œ(๋„ค์ด๋ฒ„ 200MW ๊ณ„์•ฝ, SGC์—๋„ˆ์ง€ LOI, GS ๋™ํ•ด PF ๊ธฐํ‘œ)๊ฐ€ ์ œ์‹œ๋˜๋ฉฐ ๋ฐ์ดํ„ฐ์„ผํ„ฐ ์ธํ”„๋ผ ์ฒด์ธ์˜ ๊ตฌ์ฒด์  catalyst window๊ฐ€ ๋“œ๋Ÿฌ๋‚ฌ๋‹ค.
๐Ÿ“Œ Watch ai-power-bottleneck display

์‚ผ์„ฑ๋””์Šคํ”Œ๋ ˆ์ด ์ฝ”๋‹ ์ง€๋ถ„๊ฐ€์น˜ 6๊ฐœ์›” 3๋ฐฐ ๊ธ‰์ฆ โ€” AI ๊ด‘ํ†ต์‹  ํˆฌ์ž ๋ถ ๋ฐ˜์‚ฌ์ˆ˜ํ˜œ

์‚ผ์„ฑ๋””์Šคํ”Œ๋ ˆ์ด ๋ณด์œ  ์ฝ”๋‹ ์ง€๋ถ„(7.9%) ๊ณต์ •๊ฐ€์น˜๊ฐ€ 6์›”๋ง ๊ธฐ์ค€ 26.8์กฐ์›์œผ๋กœ ์ „๋…„๋ง 8.5์กฐ์› ๋Œ€๋น„ ๊ธ‰์ฆ. ์ฝ”๋‹์˜ ๋ฉ”ํƒ€ยท์—”๋น„๋””์•„ยท์•„๋งˆ์กด ๋Œ€ํ˜• ๊ด‘์„ฌ์œ  ๊ณ„์•ฝ์ด ์ง€๋ถ„๊ฐ€์น˜๋ฅผ ๊ฒฌ์ธํ•˜๋ฉฐ AI ์ธํ”„๋ผ capex ํ™•์‚ฐ์˜ ๊ฐ„์ ‘ ์ˆ˜ํ˜œ ์‚ฌ๋ก€.
๐Ÿ“Š 62/100 secular catalyst 6m quality medium
โš ๏ธ Falsifier (thesis ๋ฐ˜์ „ ์กฐ๊ฑด): [secular-evidence=1]
๐Ÿ“‹ chain yaml snippet (vault์— ์ถ”๊ฐ€)
  - chain_id: mark-20260821-watch-yaml-8
    name: ์‚ผ์„ฑ๋””์Šคํ”Œ๋ ˆ์ด ์ฝ”๋‹ ์ง€๋ถ„๊ฐ€์น˜ 6๊ฐœ์›” 3๋ฐฐ ๊ธ‰์ฆ โ€” AI ๊ด‘ํ†ต์‹  ํˆฌ์ž ๋ถ ๋ฐ˜์‚ฌ์ˆ˜ํ˜œ
    L0_trend: ์‚ผ์„ฑ๋””์Šคํ”Œ๋ ˆ์ด ๋ณด์œ  ์ฝ”๋‹ ์ง€๋ถ„(7.9%) ๊ณต์ •๊ฐ€์น˜๊ฐ€ 6์›”๋ง ๊ธฐ์ค€ 26.8์กฐ์›์œผ๋กœ ์ „๋…„๋ง 8.5์กฐ์› ๋Œ€๋น„ ๊ธ‰์ฆ. ์ฝ”๋‹์˜ ๋ฉ”ํƒ€ยท์—”๋น„๋””์•„ยท์•„๋งˆ์กด ๋Œ€ํ˜• ๊ด‘์„ฌ์œ  ๊ณ„์•ฝ์ด ์ง€๋ถ„๊ฐ€์น˜๋ฅผ ๊ฒฌ์ธํ•˜๋ฉฐ AI ์ธํ”„๋ผ capex ํ™•์‚ฐ์˜ ๊ฐ„์ ‘ 
    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:
      - "2026-08-21 Claude marking (watch)"
    notes: |
      ์‚ผ์„ฑ๋””์Šคํ”Œ๋ ˆ์ด ๋ณด์œ  ์ฝ”๋‹ ์ง€๋ถ„(7.9%) ๊ณต์ •๊ฐ€์น˜๊ฐ€ 6์›”๋ง ๊ธฐ์ค€ 26.8์กฐ์›์œผ๋กœ ์ „๋…„๋ง 8.5์กฐ์› ๋Œ€๋น„ ๊ธ‰์ฆ. ์ฝ”๋‹์˜ ๋ฉ”ํƒ€ยท์—”๋น„๋””์•„ยท์•„๋งˆ์กด ๋Œ€ํ˜• ๊ด‘์„ฌ์œ  ๊ณ„์•ฝ์ด ์ง€๋ถ„๊ฐ€์น˜๋ฅผ ๊ฒฌ์ธํ•˜๋ฉฐ AI ์ธํ”„๋ผ capex ํ™•์‚ฐ์˜ ๊ฐ„์ ‘ ์ˆ˜ํ˜œ ์‚ฌ๋ก€.