Skip to content
US midterms live has ended · Final results as of 11:35 KST Nov 5 →
Boboo from SkyKorean
BOBOO FROM SKY · #09 KOSDAQ

The Branch That Broke Under Its Own Weight

Only the KOSDAQ returned.
KOSPI Liquidity Rebound
Aug 7, 2026 (Fri) · The Big Picture · Data: KRX 2026-08-07 close / KOFIA 2026-08-06 / Fed H.4.1 2026-08-05
Boboo looks down at a forest from a balloon. A thick branch from a tree has broken under its own weight and fallen onto the grass, exposing pale wood at the break. The other branches remain intact; the wind has already passed.
A branch broke.
We do not yet know what shape the tree will grow into.
On July 30 the KOSDAQ stood at 644.78. Within 5 trading days it reached 801.67, recovering 24.3% before pausing for the first time at 798.81 on August 7. The KOSPI also rose 11.9% from its low, but a 4.58% drop on August 6 took it below the surge day's close. Over 20 trading days, the KOSDAQ is positive while the KOSPI is −14.2%.
Only the KOSDAQ returned, and even that KOSDAQ differs from 6 weeks ago. Debt, ownership, leadership and the center of trading have all shifted.
01

Six Trading Days Diverged

KRX daily closes · Low 2026-07-30 · Reference date 2026-08-07
KOSDAQ
798.81
+23.9% from the low
7/30 644.78 → 8/7 · Slight retreat after regaining 800
KOSPI
6,258.77
+11.9% from the low
7/31 close: 6,595.45. Back below that level.
KOSDAQ, 20 trading days
+0.6%
positive
2026-07-09 → 08-07
KOSPI, 20 trading days
−14.2%
Over the same period
The two markets moved in opposite directions

The six-day path was as follows (KOSPI / KOSDAQ): 7/31 +17.91% / +11.63%(the KOSPI's biggest-ever percentage gain), 8/3 −5.12% / +2.44%, 8/4 +1.62% / +5.88%, 8/5 +3.76% / +2.42%, 8/6 −4.58% / +0.26%, 8/7 −0.60% / −0.36%.

The KOSDAQ rose for all 5 trading days, then paused on day 6. The KOSPI suffered two large setbacks. The KOSDAQ is now 11.0% above the surge day's close (7/31); the KOSPI is 5.1% below it.

Chart 1 · One country, two markets going opposite ways
Rebound from the low (2026-07-30) / 20-trading-day return / drawdown from the 52-week high.
KOSDAQ · From low+23.9%7/30 644.78 → 8/7 798.81KOSPI · From low+11.9%7/30 5,593.56 → 8/7 6,258.77KOSDAQ · 20D+0.6%7/09 → 8/07KOSPI · 20D−14.2%7/09 → 8/07KOSDAQ · From high−34.9%2026-04-27 1,226.18KOSPI · From high−31.3%2026-06-22 9,114.55
Source: KRX daily closes (our direct aggregation of 3 years of Naver fchart data). High = KOSPI 2026-06-22 9,114.55 / KOSDAQ 2026-04-27 1,226.18.
The KOSDAQ remains farther below its high.
The KOSPI is down from 9,114.55 on June 22 by −31.3%; the KOSDAQ from 1,226.18 on April 27 by −34.9%. The one that fell further came back first.
02

But It Is Not the Same Market

Eight measured changes beneath the recovery — all from our pipeline

An index returning to its old level describes price. Beneath it, the market's structure differs completely from 6 weeks ago. Let us examine each change.

① Leverage vanished — below the pandemic low

Leverage intensity
0.740
−28.2% from the 7/30 peak of 1.030
KOSDAQ margin balance ÷ KOSDAQ index · 2026-08-06
KOSDAQ margin loans
5.93tn
−46.3%
4/29 peak 11.05tn → 2026-08-06
Total margin loans
28.79tn
−24.4% from 38.09tn on 6/23
KOFIA freeSIS · 2026-08-06 · Up for two consecutive days (+1.02tn, +0.37tn)
Chart 2 · KOSDAQ leverage intensity and index — 10 years
Intensity (green, left axis) = KOSDAQ margin balance ÷ KOSDAQ index. Both numerator (debt) and denominator (index) move it, so we overlay the KOSDAQ index (gray, right axis). A collapsing index sends intensity higher even if debt is unchanged.
★Click the green-bordered windows (pandemic 2020-03 / current 2026-07–08) for a daily close-up.
2021–25 debt-funded regime0.410.650.891.121.3633258082710741322'16'18'20'22'24'26Pandemic 0.948Tightening bear 1.177/30 peak 1.030Now 0.740
Leverage intensity — Left axis KOSDAQ index — Right axis 2021–25 debt-funded regime
Source: KOFIA freeSIS credit facilities / KRX daily closes. The chart first used in #03 (2026-07-28 closing edition) is extended through 2026-08-06. Margin data are finalized with a roughly 2-week lag; the latest period is provisional.
What #03 said, and what happened next

In the July 28 closing edition, we saw intensity of 0.978 and wrote: “We stand at the same point as in 2020. The index has already turned down; margin liquidation has yet to begin.” (translated)
Two days later, intensity peaked at 1.030. Over the next 5 trading days it fell to 0.738, a drop of −28.3%. Liquidation arrived.

Chart 3 · Where intensity fell — alongside historical lows
A record of how low this measure fell in each crisis.
2022 rate-hike bear1.1702022-10-132025 tariff shock1.0882025-04-092024 martial-law risk1.0552024-12-092026 current peak1.0302026-07-30 · Index 644.782020 COVID crash0.9482020-03-19 · Index 4282019 trade dispute0.8782019-08-06Now0.7402026-08-06 · Index 801.672016 range low0.6532016-12-05
Source: KOFIA freeSIS credit facilities / KRX.

The current value is 21.9% below the pandemic crash low (0.948). It is also below the trade-dispute value (0.878). In the 10-year series, only the range-bound market of 2016 was lower.

★ Do not read −28.3% simply as debt disappearing

Intensity is a fraction. Split its change from the peak (7/30, 1.030) to now (8/6, 0.740) into numerator and denominator:

2026-07-302026-08-06ChangeContribution
KOSDAQ margin balance (numerator)6.64tn5.93tn−10.7%34%
KOSDAQ index (denominator)644.78801.67+24.3%66%
Leverage intensity1.0300.740−28.2%—

Debt did shrink by KRW 710 billion. But two-thirds of the intensity decline came from the index rising 24%. Saying leverage has been flushed out must account for more than the numerator.

This number measures more than fear

From July 31, the basic deposit for single-stock leveraged products rose to KRW 30 million. Earlier, on July 16, the Bank of Korea raised its policy rate to 2.75% — a reversal after 3 years and 6 months. How much of the margin decline reflects fear, and how much rules and interest costs? We cannot yet separate them. Our pipeline flags this period as judgment_deferred and defers its own regime classification.

② It began after debt drained away — then debt returned from day four

On August 4 alone, investor deposits rose KRW 7.58 trillion to KRW 110.41 trillion. Margin loans fell KRW 40 billion that day. Cash accumulated while nobody borrowed to buy: the typical aftermath of liquidation.

The very next day, the direction reversed. On August 5, when the KOSPI rose 3.76%, deposits fell KRW 7.20 trillion to KRW 103.21 trillion and margin loans rose KRW 1.02 trillion. Investors used stored cash and borrowed again. It continued on August 6: deposits +KRW 0.86 trillion (KRW 104.07 trillion), margin +KRW 0.37 trillion (KRW 28.79 trillion). Margin loans rose for two consecutive days.

Chart 4 · Deposits and margin — the last two points cross
Investor deposits (left, KRW trillion) and margin loans (right, KRW trillion), from April 2026.
Direction reversed96tn25tn108tn29tn120tn33tn132tn37tn144tn40tn104.1tn28.8tn4/014/154/295/156/016/166/307/147/298/058/06Investor depositsMargin loans
Source: KOFIA freeSIS stock-market funds and credit facilities. Deposits are daily; margin data are finalized with a roughly 2-week lag, so the latest period is provisional.
The debt-free recovery lasted four days.
The rebound did begin after leverage had drained away. But debt returned from the fourth rebound day and kept increasing for two days. Whether this continues defines the recovery.

③ Concentration did not unwind — trading merely dried up

Here is the commonest misreading. Samsung Electronics plus SK hynix's share of total KOSPI trading value fell to 7/31 68.3% → 8/5 47.3%. On the surface, concentration has eased. It has not. The share still swings between 47–54%.

Trading value2026-07-312026-08-052026-08-062026-08-07
Total KOSPI48.91tn25.66tn26.45tn24.30tn
Samsung Electronics + SK hynix33.39tn12.14tn14.24tn11.54tn
Rest of KOSPI15.52tn13.52tn12.21tn12.76tn
Semiconductor share68.3%47.3%53.8%47.5%

The share fell without other stocks growing. Compared with 7/31, total KOSPI turnover fell −46%, but semiconductors shrank faster at −58%. The rest also dried up, down −19%.

Then it rebounded to 53.8% on August 6, before falling to 47.5% on August 7. Concentration has not unwound; the share fluctuates with news about the two stocks. Within the 17-stock watch list, it went from 85.3% on 8/5 to 88.0% on 8/6 to on 8/7 to 85.2%. Concentration built over 14 months has not unwound. A brief drying-up of trading should not be mistaken for deconcentration.

Chart 5 · Samsung Electronics + SK hynix daily-average trading value, 14 months
Monthly medians. From KRW 2.20 trillion in June 2025 to KRW 23.72 trillion in June 2026, 10.8x. It moved into another order of magnitude in May 2026.
0tn10tn20tn30tn2.2tn25.62.3tn25.71.6tn25.83.0tn25.94.3tn25.105.1tn25.113.7tn25.127.3tn26.19.4tn26.29.3tn26.38.3tn26.422.3tn26.523.7tn26.620.6tn26.714.2tn26.8KRW trillion
Source: our direct aggregation of 3 years of Naver fchart daily data (close × volume). All 17 watch-list stocks are KOSPI-listed, so this is the share within this basket, not the whole market.

In June 2025, the two stocks' daily turnover was 2.20tn; by June 2026 it was 23.72tn, or 10.8x. In May it changed magnitude (KRW 9.29 trillion → KRW 22.33 trillion), then kept consuming over 90% of this basket. Today's KRW 14.24 trillion is −31% below July's KRW 20.64 trillion, but 6.5x last June's level.

④ But single-stock concentration in SK hynix really did ease

SK hynix turnover ÷ Samsung Electronics turnover was 1.69 before the crash, meaning SK hynix traded 70% more. On 7/31, the record surge day, it fell to 1.18.

But on August 6 it was 1.37 and on August 7 1.45, moving back up. On the 6th, SK hynix fell −10.37%, much more than Samsung Electronics (−6.30%). On the 7th, SK hynix −4.88% and Samsung Electronics +0.22% went in opposite directions. The market is focusing on SK hynix alone again. It is too soon to declare the single-stock dependence over.

⑤ Money moved to the KOSDAQ

KOSDAQ turnover ÷ KOSPI turnover is 11.1%(7/31) → 24.9%(8/5) → 21.5%(8/7), holding around twice its previous level. In absolute terms, on 8/5 it rose to 6.38tn before falling to KRW 5.23 trillion. While KOSPI turnover halved (KRW 48.91 trillion → KRW 24.30 trillion), this was the only place to hold its ground.

⑥ The buyers changed completely

Chart 6 · KOSDAQ — foreigners and investment trusts changed places
Net buying by investor over 5 falling trading days (7/24–7/30, index −18.4%) versus 5 rising trading days (7/31–8/6, +24.3%). KRW 100 million.
Foreign · 5 down+368.8bn7/24–7/30 · Index −18.4%Foreign · 5 up-863bn7/31–8/6 · Index +24.3%Inv. trusts · 5 down-211.4bn7/24~7/30Inv. trusts · 5 up+520.7bn7/31~8/6Retail · 5 down days-187.6bn7/24~7/30Retail · 5 up days-219.6bn7/31~8/6
Source: Naver investorDealTrendDay (KRX-related). ⚠ A subset omitting private funds and other foreign investors. In the 7/28 KOSPI check, private funds were 71% of actual institutions. Direction is usable; treat size as a lower bound.

Foreigners bought KRW 368.8 billion on the way down and sold more than twice as much, KRW 863 billion, on the way up. In August they were KOSDAQ net sellers on all five trading days(−KRW 252.2 billion on the 7th too). Investment trusts did the reverse, selling KRW 211.4 billion in the decline and buying 520.7bn in the rebound. They kept that direction on the 7th too, at +KRW 35.3 billion.

10-day net total (7/27–8/7 · KRW 100 million)IndividualsForeign investorsInstitutions└ Investment trusts
KOSDAQ−5,551−6,149+10,987+4,461
KOSPI+24,998−59,648+31,403−578

The two markets differ. In the KOSPI, foreigners sell (−KRW 5.96 trillion), while retail investors and institutions absorb it. But of institutions' KRW 3.14 trillion of buying, 58% is financial investment (+KRW 1.82 trillion) — program-like activity. In the KOSDAQ, both retail and foreigners sell while institutions buy(+KRW 1.10 trillion).

The link between the two is Investment trusts . Nearly neutral in the KOSPI (−KRW 57.8 billion), they bought 446.1bn in the KOSDAQ. Managing others' money, they cannot simply hold cash, but they can choose where to buy. They chose the KOSDAQ. This is the only flow in this period that reflects a discretionary judgment.

Half of “institutions are buying” is not a directional purchase

Of KOSDAQ institutional net buying of KRW 161.5 billion on August 6, 79.4% came from financial investment — programs, arbitrage and ETF liquidity provision. Our pipeline labeled the day mechanical buying. Investment trusts contributed only KRW 24.4 billion (14.6%).
On the same day, KOSPI institutions at −KRW 121.4 billion appeared nearly neutral, but the offset ratio was 92.9%. Investment trusts sold KRW 904.9 billion while financial investment bought KRW 678.7 billion, canceling out in the total. Underneath, KRW 900 billion left.
. KOSPI financial investment made an almost exact round trip: over 5 down days, +1874.8bn, then over 5 up days, -1570.4bn. Programs have no direction.
August 7 was the same: of KOSPI institutional buying of +KRW 585.4 billion, financial investment was +640.1bn. Exclude financial investment and institutions were net sellers.

Over the last 10 trading days in the KOSDAQ, the correlation of foreign net buying with index moves was −0.32. For KOSPI foreigners over the same period, it was +0.91. The same foreign-investor category drives the KOSPI index but has no relationship with the KOSDAQ index. KOSDAQ selling reflects a by-product of reducing semiconductor exposure rather than a judgment on the KOSDAQ (§05).

⑦ Sector leadership changed — away from semiconductors

Over the latest 5 trading days, sector relative strength versus each sector's own market index is led entirely by non-semiconductors: Electrical/electronics +19.23 percentage points(LG Electronics), biotech +17.51(Alteogen, 20-day +31.52), power equipment +16.51(Hyosung Heavy Industries +22.27, HD Hyundai Electric +16.51, LS ELECTRIC +13.87), steel +12.51, internet +11.79 (20-day +32.74). Semiconductors over the same period: 5-day −6.90 and 20-day −2.74. Power equipment's 20-day relative strength was −2.28 on August 3; four days later it was +16.41. At the top of our scorecard's neglect index now sit Wonik IPS, SK hynix and Jusung Engineering — all semiconductors or their equipment.

A figure has become visible for the first time: semiconductor equipment concentration within the KOSDAQ is 30.6%(as of 8/7; it varies between 30–40% daily). It is below the KOSPI's 89.2%, but the impression that the KOSDAQ has no semiconductor connection is false.

Power equipment is rising because of the data-center power bottleneck. Our power data show the backdrop. PJM, serving Virginia's Data Center Alley, recorded minimum overnight load of 94.0GW in July 2026, +0.8% year on year, effectively flat. Texas ERCOT, by contrast, was at 56.0GW, +7.5%. When power is the bottleneck, transformers and heavy electrical equipment command the price.

⑧ The won strengthened instead

USD/KRW was KRW 1,481.8 on July 20. On August 7 it was KRW 1.4174 thousand, a KRW 64.4 (4.3%) appreciation. Over just the latest 10 trading days (7/27–8/7), foreigners sold 5.96tn in the KOSPI while the won strengthened KRW 44. Even over the 3 trading days of the stock-market collapse (7/28–30), the won strengthened KRW 22.3.

This line poses the next chapter's question.
If the money from sales did not leave Korea, what brought the market down?
03

Two Alibis

Two usual external suspects — dollar liquidity and capital outflows

In the last week of July, Korean stocks collapsed with an unprecedented 2 consecutive trading days of circuit breakers. An event that large seems to demand an equally large cause. So we looked outside and investigated two suspects.

Suspect ① Dollar liquidity — reserves were lower in April

On July 29, US bank reserves were $2,944.5bn, below $3 trillion. They fell $155.9bn in 2 weeks, while the Treasury General Account (TGA) rose $174.5bn. Correspondence: 0.894. Treasury absorption explains most of the reserve decline.

So far, liquidity was indeed drained. The problem is that this was not the first time.

WednesdayReserves ($bn)Korean stocks then
2026-04-083,183.5—
2026-04-222,914.6Nothing happened
2026-06-172,936.46/18 KOSPI record high 9,063.84
2026-07-292,944.52 consecutive days of circuit breakers

Reserves on April 22 were below today's level. June 17 was also near today's level; the KOSPI hit a record the very next day. The ON RRP buffer had already reached 0 in March. Reserves below $3 trillion without that buffer are not new.

There is another decisive counterexample: who was hit, and by how much, over those 5 days.

Chart 7 · Same wind, different falls
2026-07-23 → 07-30, returns over 5 trading days.
KOSPI−21.18%KOSDAQ−18.41%Nikkei 225−6.86%Nasdaq−4.86%Bitcoin−1.86%A dollar squeeze would hit this first
Source: our snapshot logs (Naver/Yahoo daily data). Bitcoin trades 24 hours; its close is an approximation over the same window.

Bitcoin fell only 1.86%. In a real dollar squeeze it would be the first and hardest-hit asset. Nasdaq fell −4.86%, Nikkei −6.86%. Korea took 4.4x the Nasdaq's hit and 11x Bitcoin's.

The plumbing indicators were quiet too. SOFR 3.65% vs effective federal funds rate 3.63% — gap +2bp. Fed Standing Repo Facility (SRF) usage over the latest 60 days was USD 0. In a real cash shortage, these two would scream first.

Alibi established. Dollar liquidity was there, but it cannot alone explain why Korea was hit 4x harder.

Suspect ② Capital outflows — the won contradicts them

Chart 8 · A won that strengthened through the collapse
USD/KRW (left, KRW) and KOSPI (right, pt). 2026-07-20–08-07.
2 consecutive days of circuit breakersKRW 1.403 thousand7.4kKRW 1.426 thousand6.9kKRW 1.45 thousand6.3kKRW 1.473 thousand5.8kKRW 1.496 thousand5.3k1,459.21,436.91,417.45,593.566,2597/207/227/247/287/308/038/058/07KRW (left; upward = stronger won)KOSPI (right)
Source: our snapshot logs (Yahoo USDKRW=X / Naver index). Intraday snapshots can differ from official closes by a few won.

Over the three days of July 28–30, foreigners net sold in the KOSPI KRW 4.4 trillion, and over the latest 10 trading days (7/27–8/7), KRW 5.96 trillion. If capital outflows caused the crash, the won should have collapsed. The won strengthened KRW 44 (3.0%) over the same 10 trading days.

The sale proceeds did not leave as dollars. They may have moved into won deposits or bonds; the flows may instead have unwound derivatives or arbitrage positions without actual capital movement. Either way, the exchange rate does not support the story that foreigners left Korea and caused the crash.

Alibi established. Both were absent, or had no reason to single out Korea.
04

The Culprit Was at Home

The same wind blew worldwide. Only our branch broke

Nasdaq −4.86%, Nikkei −6.86%: the wind was real. But the KOSPI fell −21.18%. The difference was the weight on the branch, not the wind.

The weight had two layers.

Concentration (within watch list)
94.0%
2025-06 58.6%
Samsung Electronics + SK hynix share of turnover · 2026-07
Turnover growth
10.8x
14 months
2.20tn/day → 23.72tn/day
Circuit breakers
11 times
13 times over 28 years, 1998–2025
In 2026 alone · First-ever 2-day sequence, 7/28–29
VKOSPI peak
97.99
2026-06-29
Record high

The first weight is concentration. When over 90% of a market's trading rests on two stocks, diversification fails as their story wavers. Those two are what investors can buy and what they can sell.

The second weight is debt. KOSDAQ margin loans peaked at KRW 11.05 trillion on April 29. A falling index erodes collateral, triggers forced selling, and pushes the index lower again. This explains the time from the July 28 sidecar (09:06) to the circuit breaker (10:13): 67 minutes.

The index and debt fell by the same percentage
PeakBottomDecline
KOSDAQ index2026-04-27 · 1,226.182026-07-30 · 644.78−47.4%
KOSDAQ margin balance2026-04-29 · 11.05tn2026-08-04 · 5.81tn−47.4%

The index high and margin peak were two days apart, and the falls matched to the first decimal place. Too precise to dismiss as coincidence. This is the simplest evidence for the hypothesis that debt built the index, and withdrawing debt brought it down.

The trigger came from abroad. Broadcom's early-June earnings warning opened the first crack in the AI semiconductor story, and China's CXMT's successful DDR5 mass production and major IPO targeted Samsung and SK hynix's position directly. But a trigger is only a trigger. The same news took 4.86% off Nasdaq.

The structure remains — August 6 and 7 proved it

On August 6, the KOSPI fell −4.58%. Yet that day, 490 stocks rose and 381 fell. SK hynix −10.37%, SK Square −13.32%, Samsung Electro-Mechanics −9.37%, Samsung Electronics −6.30%. At 10:18, a sell sidecar was triggered.
More stocks rose than fell, yet the index was down −4.58%. The two stocks dragged down the market. That is this chapter's point. On the same day, the KOSDAQ +0.26%, breaking above 800.
The next day, August 7, even the two stocks diverged: SK hynix −4.88%, Samsung Electronics +0.22%. US NAND companies SanDisk and Western Digital had slumped on earnings overnight; the fallout hit only SK hynix. The KOSPI fell −0.60%. The two stocks still determine this market's day.

CXMT was the trigger; the structure was the amplifier.
External news produced −5%; domestic concentration and leverage magnified it to −21%.
05

Why Did Only the KOSDAQ Return?

Liquidation ended in both markets, but only one stood up

The amplifier works both ways. Once forced liquidation ends, the people who must sell disappear. That is exactly what happened on July 31.

SK hynix closed at its +29.80% daily limit. Since the daily price limit widened to 30% in 2015, this was the first . Samsung Electronics rose +27.05%. Foreigners net bought in the KOSPI KRW 7.5 trillion, with over KRW 5 trillion concentrated in SK hynix alone. The KOSPI closed +17.91%(+1,001.89p), its biggest percentage gain ever.

After that, their paths split. The KOSDAQ rose all 5 trading days and passed 800. The KOSPI suffered two setbacks and fell below the surge day's close. Liquidation ended in both markets. Why did only one stand up?

Chart 9 · Against an Asian semiconductor basket — only the KOSPI carries a discount
Regress KOSPI/KOSDAQ returns against an Asian semiconductor basket (Taiwan 40%, SOX 35%, Nikkei 25%). Bars show cumulative excess returns over the latest 20 trading days; sensitivity β and intercept α appear below each name. The KOSPI verdict is a structural discount; the KOSDAQ verdict is neutral.
KOSPI · 60D−14.12%pβ 1.469 · α −0.248KOSPI · 120D−14.48%pβ 1.508 · α −0.231KOSDAQ · 60D+10.62%pβ 0.919 · α −0.703KOSDAQ · 120D+3.99%pβ 1.105 · α −0.376
Source: our asia_beta module (#38), as of 2026-08-06. excess = r KR − (α + β·rbasket), using a 60-trading-day fit. The 120-day window gives the same verdict.

The KOSPI's β is 1.47. When Asian semiconductors move 1%, the KOSPI moves 1.47%. Its α is −0.25, negative.

For foreigners, the KOSPI is a way to buy Asian semiconductors at 1.5x, paying for that exposure with lost alpha.
When the story works, 1.5x is attractive. When it falters, 1.5x becomes a liability.

If the same semiconductor exposure can be obtained in Taiwan or Japan at β 1.0 with less lost alpha, cutting Korea's weight is rational. Our pipeline labels the KOSPI “structural discount — persistent 20-day cumulative excess losses”, with the same conclusion from 60-day and 120-day fitting windows.

The KOSDAQ differs. Its β of 0.919 is nearly the basket's, and the verdict is neutral. Its 20-day cumulative excess return is +10.62, positive. The KOSDAQ carries no discount.

Regression does not answer why

β 1.47 and negative α are measurements. Regression cannot explain the negative alpha. Our pipeline's verdict says “a policy/governance-axis problem”, but that is the module's interpretation, rather than a measured fact. This report claims no more.

This fits the flows in §02⑥. Over the latest 10 trading days, foreigners sold in the KOSPI 5.96tn and in the KOSDAQ 614.9bn. KOSDAQ selling reflects a by-product of reducing semiconductor exposure rather than a judgment on that market, hence its −0.32 correlation with the index.

Where debt has drained away, the market stands first. Where weight remains, it keeps shaking.
The KOSDAQ returned because liquidation ended and it carried no discount. KOSPI liquidation ended too, but foreigners are still cutting beta, so it has not returned.
Debt disappearing differs from sellers disappearing.
How should we read this rebound?

Leverage intensity of 0.740 means the debt has been flushed out, which means less fuel for further falls.
It also means the upward thrust once supplied by leverage has disappeared. Borrowed money accounted for KRW 11.05 trillion of the force lifting the KOSDAQ to 1,226 on April 27. That money is now KRW 5.93 trillion.
Recreating the same index level now takes twice as much cash.

06

Liquidity Now Comes From Outside

The Treasury's TGA path, Fed plumbing and rates moving the other way

§03 established dollar liquidity's alibi. But that investigation revealed a fact about the future: July's absorption was a scheduled event, rather than an accident.

In its May 6 quarterly refunding statement, the US Treasury wrote: “We expect the end-July cash balance to reach around $1 trillion (±$50 billion).” (translated) The actual TGA on July 29 was $970.4bn, almost exactly as planned.

Chart 10 · What the Treasury absorbed, and what it will return
US bank reserves (left) and Treasury General Account, TGA (right), $bn, Wednesday levels. Dotted lines: Treasury targets from August 3 borrowing estimates (end-September/December) and August 5 quarterly refunding (end-October).
$2.89T$693bn$2.96T$785bn$3.04T$877bn$3.11T$969bn$3.18T$1061bn2,9453,0039709299501,0058505/206/036/177/017/157/29End-SepEnd-DecBank reserves (left)Actual TGA (right)Target TGA (right)
Source: original Fed H.4.1 (Wednesday levels), US Treasury Fiscal Data DTS (daily), and Treasury borrowing estimates 2026-08-03. Our us_liquidity module collects them daily.

The next-two-quarter plan announced on August 3 points the other way.

QuarterNet borrowingEnd-period TGA target
2026 April–June (actual)$190bn$919bn
2026 July–September$739bn$950bn
2026 October–December$628bn$850bn

Then the August 5 quarterly refunding statement made the path clearer. It is not a steady decline.

Point in timeTGABill issuanceFor reserves
Now (7/29)$970bn——
End-Sep$950bnMid-month corporate taxes → DownTailwind
End-Oct$1,005bn (±50)Seasonal spending → UpHeadwind
End-Dec$850bn—Tailwind

The TGA exceeds $1 trillion again in October. Mid-September corporate taxes replenish cash, then October bill issuance rises to meet seasonal fiscal outflows. Perli warned that “large net bill issuance in coming months could tighten money markets” (translated). That pressure now has a date: October .

The forward guidance was unchanged. The Treasury again said it would keep nominal coupon and FRN auction sizes steady “for at least the next several quarters” (translated). August refunding totals $125bn (3-year $58 / 10-year $42 / 30-year $25), unchanged from May. All the increase in $739bn of net borrowing goes into bills.

★ The first week has already moved that way

While this report was being written, Fed H.4.1 released on August 6 (as of August 5) reported:

2026-07-292026-08-05Change
Bank reserves$2,944.5bn$3,002.7bn+$58.2bn
Treasury General Account (TGA)$970.4bn$929.3bn−$41.1bn
Total Fed assets$6,738.2bn$6,748.6bn+$10.4bn

Reserves returned above $3 trillion. The Treasury released $41.1bn from its cash account, while reserves rose by a larger $58.2bn. Compared with 2 weeks earlier, the direction was exactly reversed. Absorption ended and the return flow began.

The year-end target of $850bn is $79bn below today, returning that amount to bank reserves. The Fed side also leans toward expansion. Quantitative tightening (QT) ended in November 2025. From the December FOMC, reserve management purchases (RMP) have bought around $40 billion of bills a month. Total Fed assets rose from $6,655.9bn on March 18 to a July 29 level of $6,738.2bn. In a July 9 speech, New York Fed markets head Roberto Perli said reserves were “ample range”and described April tax-day pressure as “modest and short-lived.” (translated)

But the price moves the other way

The July 29 FOMC left the policy rate unchanged at 3.50–3.75% for the 5th consecutive meeting. But all 3 dissenters wanted a 0.25% increase: Hammack, Kashkari and Logan. Lorie Logan previously headed the New York Fed's Markets Group and is a leading expert on balance sheets and reserves. The person who knows the plumbing best voted for a hike.
The market prices in hikes in September and December. Our data confirm it: 2-year yield 4.20% vs effective federal funds rate 3.63% — gap +57bp. It is hikes, rather than cuts, in the price. The Fed chair, in office since May 22, 2026, is Kevin Warsh.

Around 85% of recent issuance matures within 1 year. One-fifth of federal debt matures within 4 months and one-third within 1 year. Higher rates feed directly into refinancing costs. FY2026 net interest costs are $1.0 trillion, or $2.8 billion a day.

Open the plumbing, raise the rates.
Reserves, TGA and RMP clearly lean toward easing; the policy rate leans toward hikes. Perli drew the boundary himself: plumbing adjustments are “technical implementation decisions, not a change in monetary policy.” (translated)
07

The Window Opened by US–Japan Coordination

First joint intervention in 15 years — and what it cannot change

On July 31 (US time), the US and Japan conducted joint foreign-exchange intervention, selling dollars and buying yen, at an estimated scale of JPY 6–7 trillion. It was their first joint action in 15 years. Japan's finance minister, Satsuki Katayama, said it addressed the yen's “excessive volatility and disorderly movements” (translated) and that “we will not hesitate to intervene again.” (translated) President Trump said “Japan needed help because of the weak yen.” (translated)

The effect was immediate: from around JPY 164 to the JPY 155 range. USD/KRW fell alongside it to the KRW 1,420 range (a 9-month low). July's KRW 125.4 fall in USD/KRW was the largest since March 2009.

What intervention can and cannot change is answered by the structure we saw in #08.

Japan · Latest 12 monthsAmountNature
Current account surplus+$236.9bnMoney earned
Private financial account L3−$258.2bnMoney out (offset ratio 109%)
└ Portfolio investment L1+$265.0bnNet inflows instead
└ L2 (direct/other/derivatives)−$523.2bnThe source of the problem
Direct investment−$173.0bnOverseas factories/subsidiaries
Other investment−$298.1bnLoans/deposits

Companies, rather than securities, drive yen weakness. Portfolio investment actually showed $265bn of net inflows. Most outflows reflected real-economy decisions: companies building overseas factories and lending to subsidiaries.

Intervention acts on L1. Sell dollars in the spot market and speculative positions hit stops and unwind. But intervention does not bring L2 back. Companies do not reverse overseas investment decisions because FX moves for a few days.

In #08 we saw Japan become a country of income rather than trade, with that income reinvested overseas.
Intervention cannot reverse the waterway. It only closes the gate briefly.

The move is already reversing. From the intervention low of 156.98 (8/3), it reached 158.36 on August 7 — JPY 1.4 over four days.

★ Where did those dollars come from? Almost no trace in the Fed's books

Buying yen means selling dollars. Japan can obtain those dollars in three ways. ① US Treasury sales; ② use the Fed's FIMA repo, borrowing dollars against Treasuries; ③ withdraw dollars deposited at the Fed. ② and ③ appear directly in the Fed's weekly books.

Fed H.4.1 liabilities2026-07-292026-08-05Change
Foreign official institutions’ reverse repos (FIMA pool)$342,803M$340,789M−$2,014M
Foreign official institutions’ deposits$9,452M$9,457M+$5M

The reported intervention over two days was around $95bn. But only around $2bn left through the Fed's plumbing. That points away from ② and ③, leaving ①: Japan likely sold Treasuries to obtain dollars. It did so for intervention funds in May as well, selling $66.7bn(90% of it bills).

Confirmation is not yet possible. Treasury TIC data showing August holdings arrive in mid-September. But if the interpretation that “the US joined to stop Tokyo selling Treasuries” (translated) is right, the first week's books do not show that aim was achieved.

What would complete this turn?

① The rate gap must narrow on both sides. The US 10-year already fell from 4.75% to 4.63%, but §06 showed policy rates leaning toward hikes. That leaves a Bank of Japan hike as the way to narrow it, with the September meeting the venue.
② L2 must change direction. This is the slowest and most decisive shift, visible only quarterly or annually.
③ The verification channel already exists. The latest MOF weekly securities figures (7/4–7/25, before intervention) showed inward −$23.5bn/month and outward −$6.0bn/month: net outflows in both directions. The first post-intervention weekly figures will test whether the turn is real.

08

Where Do We Stand Now?

The picture is this.

1
The cause of the collapse was inside
Dollar liquidity and capital outflows both have alibis. Concentration of 94% and margin debt of KRW 11 trillion amplified −5% into −21%. The KOSDAQ index and margin debt fell by the same −47.4%.
2
Only the KOSDAQ returned
Over 20 trading days: KOSDAQ +0.6%, KOSPI −14.2%. The KOSDAQ remains farther below its high (−34.9% vs −31.3%).
3
The KOSPI has not returned because its β is 1.47
For foreigners the KOSPI offers Asian semiconductors at 1.5x, with negative alpha. Over 10 trading days, −KRW 5.96 trillion.
4
It is not the same market
Leverage is below the pandemic low; leadership shifted from semiconductors to power equipment, buyers from foreigners to investment trusts, and trading's center from KOSPI to KOSDAQ. Concentration itself has not unwound.
5
Liquidity: tailwind through September, headwind in October
TGA 970 → 950 (September) → 1,005 (October) → 850 (December). August 5 refunding fixed the rhythm of bill issuance too.
6
US–Japan coordination opened a window, without changing the structure
Intervention interrupts L1, but L2's −$523bn, the source of yen weakness, remains. USD/JPY has already pushed back to 158.36.

The branch broke, the wind passed and the tree stands, but with one branch missing.

Are new buds emerging on another branch, or is the broken one regrowing? Today's data cannot distinguish them. The six points above record what has changed so far, rather than promising it will continue. The next chapter sets out what would tell us.

09

What to watch

1
What are investment trusts buying in the KOSDAQ?
We know only totals. Stock-level data would distinguish institutional judgment from retail money entering indirectly through ETFs.
2
Are retail investors returning?
After KRW 394.1 billion on August 5, they bought KRW 340.2 billion on the 7th. Retail money has begun returning to KOSDAQ — chasing, or new participation?
3
October — more bill issuance and TGA back above $1 trillion
August refunding fixed the date. The SOFR spread and SRF usage are the alarms. September is an easing phase instead.
4
September 15–16 FOMC, then the September BOJ
If both hike, global liquidity tightens. If only Japan hikes, yen carry unwinds.
5
MOF weekly securities investment
Whether the first post-intervention figures turn to net inward flows — the fastest test of this reversal.
6
Memory prices
Contract prices still accelerate at +168.5% year on year, but share prices do not believe them. One of the two is wrong.
BOBOO FROM SKY
#09 “The Branch That Broke Under Its Own Weight” · Aug 7, 2026 (Fri) · The Big Picture
Sources and Verification Notes

Indices/turnover — KRX daily closes and volumes (Naver fchart, 3 years). We aggregate Samsung Electronics + SK hynix turnover as close × volume. The §02③ “17-stock watch list”contains only KOSPI stocks; shares within it are not shares of the whole market. Whole-KOSPI shares (such as 46.6%) are measured separately.

Net buying by investor — Naver investorDealTrendDay (KRX-related). ★A subset omitting private funds and other foreign investors. The 2026-07-28 KOSPI check showed Naver foreigners −KRW 4,500.9 billion vs actual KRX −KRW 4,984.1 billion (other foreigners −KRW 483.2 billion); Naver institutions +KRW 183 billion vs KRX +KRW 638.6 billion (private funds +KRW 455.6 billion, 71% of actual institutions). Direction is usable, but size is a lower bound. Do not cite it as final until the original KRX data are obtained.

Domestic liquidity — KOFIA freeSIS stock-market funds and credit facilities. Deposits daily, margin with roughly a 2-week lag. Leverage intensity = KOSDAQ margin balance ÷ KOSDAQ index. ★A rule change effective 2026-07-31 raised the basic deposit for single-stock leveraged products to KRW 30 million, alongside the 2026-07-16 Bank of Korea policy-rate hike to 2.75%. This is an institutional-effect window, and the pipeline defers regime classification (judgment_deferred).

US liquidity — Original Fed H.4.1 (reserves/total assets, Wednesday levels), US Treasury Fiscal Data DTS (TGA, daily), New York Fed markets API (RRP/SOFR/EFFR/SRF), and Treasury borrowing estimates 2026-08-03. ★IORB and nominal GDP were unavailable through free sources, so SOFR−IORB spreads and reserves/GDP were not calculated. The body's “+2bp”is SOFR−EFFR, a proxy, not the same measure. ★§03's statement that “ON RRP was already 0 in April”relies on a 2026-03 secondary source, requiring primary-source confirmation after daily RRP history is obtained.

Japanese capital flows — MOF monthly balance-of-payments 12-month totals and weekly cross-border securities contracts (designated reporting institutions). The latest week is 2026-07-04–07-25, before joint intervention (7/31).

FX/overseas indices — Our snapshot logs (Yahoo USDKRW=X·USDJPY=X, Naver index), collected at least 1 time daily from 2026-06-04. Intraday snapshots may differ from official closes by a few won or index points. Bitcoin trades 24 hours, making this an approximation over the same window.

Relative strength — Leadership scorecard. From the 2026-08-06 update (#52), calculations use each stock's own market index. Previously, even KOSDAQ stocks were measured against the KOSPI, and missing turnover data for KOSDAQ stocks set sector shares to 0%, preventing structural detection of leadership shifting to KOSDAQ stocks. All figures in the body are corrected values.

Excess-response regression (§05) — Our asia_beta module (#38). OLS against an Asian semiconductor basket (TWII 40%, SOX 35%, N225 25%) produces excess = r_KR − (α + β·r_basket). β and α are measured, but the verdict's “a policy/governance-axis problem”is the module's Interpretation, not a fact tested by the regression. We treat a verdict as confirmed only when 60-day and 120-day fitting windows agree.

Carried forward — Leverage intensity and the 10-year dual-axis chart first appeared in #03 (2026-07-28 closing edition). This report extends them through observations for 2026-08-06. The #03 sentence quoted in §02① is unchanged from the original. §07 uses the Japanese capital-account structure from #08 “The Forest That Redirected the Water.”

This report is for information only and is not investment advice. Investment decisions and responsibility for the results rest with the investor.

Read next

More on this theme

HomeBack to top