
REAL ASSET, NET VALUE, TRUE PRODUCT #nfa Bitcoiner'2016 | ETH miner'2017 | TON hodler validator '2023 | Engineer MBA CFA
Vietnam
Joined September 2022
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Research might be entering its “AI runs the loop” era. 👀
Instead of researchers doing everything step by step, OpenResearch by alphaXiv turns Claude Code, Codex, or OpenCode into a Research Agent.
The idea:
Research → Idea → Code → Experiment → Verify → Next Step 🔄
And the interesting part? Every experiment is tracked.
🧪 Each research track gets its own session
🌳 Separate Git worktrees for experiments
🔗 Results linked to commits
📋 Logs, code diffs & outputs stored with the experiment
☁️ Supports Local, SSH, Slurm, Kubernetes & Modal
💾 SQLite by default, with data stored locally
You can trace it back through the experiment tree.
Research → Experiment → Evidence → Next Experiment.
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Two dynasties, one global impact—where industrial execution met international finance to shape modern economic history. 🏛️💼
Rockefeller vs Rothschild:
Origins: Rockefeller built an industrial legacy centered on oil, gas, energy, and corporate structure. Rothschild established a financial empire grounded in banking, sovereign finance, and global networks.
Founding: Standard Oil was founded in 1863. Mayer Amschel Rothschild’s banking network began in 1760.
Peak & Modern Wealth: John D. Rockefeller's peak net worth is estimated at $400+ Billion (in today's value), while the Rothschild family holds an estimated combined $500+ Billion.
Key Achievements: Rockefeller dominated global oil refining and established modern corporate management. Rothschild financed sovereign governments, built an international banking grid, and navigated centuries of political shifts.
Philanthropic Legacy: Rockefeller funded major initiatives through the Rockefeller Foundation in education, health, and research. Rothschild foundations focused on arts, education, and global development.
The Bigger Picture:
Rockefeller's Impact: Powered industrial growth, energy independence, and the modern capitalist model.
Rothschild's Impact: Created the international banking system, connected capital to statecraft, and laid the foundation for global finance.
"Different industries. Same goal — Power."
Which dynasty's approach to building long-term wealth do you find more impressive? Drop your thoughts below: ROCKEFELLER or ROTHSCHILD
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30 Websites for AI
1. raphael.app — Free unlimited AI image generation, quality on par with Midjourney
2. krea.ai — Real-time AI image generation, draws as you go
3. magnific.ai — AI unlimited image upscaling, details auto-completed
4. clipdrop.co — AI one-click background removal/lighting fix/erasure
5. elevenlabs.io — AI voice cloning, mimics any voice in 5 seconds
6. suno.com — Input lyrics to auto-generate full songs
7. runwayml.com — AI video generation pioneer, free Gen-3 trial
8. klingai.kuaishou.com — Kuaishou Keling AI, smoothest Chinese video generation
9. d-id.com — One photo + one voice clip = talking digital human
10. sadtalker.ai — Turn static photos into talking videos
11. cursor.com — AI code writing, free quota enough for daily use
12. bolt.new — Build websites by talking, zero code
13. v0.app — Vercel AI frontend generator, description becomes page
14. replit.com — Code in browser + AI assistance + one-click deployment
15. napkin.ai — Paste text to auto-generate infographics
16. gamma.app — AI one-click PPT generation, say goodbye to PPT hell
17. notion.com/product/ai — Notion AI writing, summarizing, translation
18. uizard.io — Sketch a drawing, AI auto-generates real webpage
19. perplexity.ai — AI search engine, answers any question instantly + sources
20. phind.com — Developer-exclusive AI search, code issues solved on search
21. otter.ai — Real-time meeting transcription, free 300 minutes monthly
22. opus.pro — AI short video editing, auto-finds highlight clips
23. poe.com — One site to use GPT-4o / Claude / Gemini
24. huggingface.co/spaces — Open-source AI model free playground
25. remove.bg — One-click AI background removal, 1-second output
26. cleanup.pictures — AI erases any object from photos
27. deepswap.ai — AI face swap, 1-minute turnaround
28. musiio.com — AI music tagging + recommendations
29. jasper.ai/free — AI writing assistant, free version enough for daily use
30. claude.ai — Anthropic free AI assistant, ceiling for long-text handling
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active AI researchers on X:
@karpathy
— Andrej Karpathy
@rasbt
— Sebastian Raschka
@AndrewYNg
— Andrew Ng
@drfeifei
— Fei-Fei Li
@demishassabis
— Demis Hassabis
@GaryMarcus
— Gary Marcus
@maximelabonne
— Maxime Labonne
@chipro
— Chip Huyen
@ilyasut
— Ilya Sutskever
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AI reshapes High-frequency Trading (HFT) and Quantitative Finance by accelerating research velocity, optimizing order execution, and processing alternative data at microsecond speeds.
The more votalities like cryptocurrency or memecoin, the more profit and/or loss.
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Ministry of Finance Issues Procedures for Crypto Asset Exchange Licensing
The Ministry of Finance has officially released Decision No. 96/QD-BTC dated January 20, 2026, outlining the administrative procedures for crypto asset exchange licenses. This information has been publicly updated on the State Securities Commission (SSC) website.
To implement Government Resolution No. 05/2025/NQ-CP dated September 9, 2025, regarding the pilot program for the crypto asset market in Vietnam, the Minister of Finance signed Decision No. 96/QD-BTC. This decision introduces three new pilot administrative procedures under the Ministry's management:
Issuance of licenses for providing crypto asset trading market organization services.
Adjustment of licenses for providing crypto asset trading market organization services.
Revocation of licenses for providing crypto asset trading market organization services.
The Ministry will begin accepting applications starting from January 20, 2026. Interested organizations and individuals can find detailed information in the Appendix attached to Decision No. 96/QD-BTC, available on the State Securities Commission's official portal at ssc.gov.vn.
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Crypto Yield Isn't Magic: It's Traditional Finance on 24/7 Rails
DeFi yield farming is often viewed as speculative, but the underlying technology is now utilized by institutions like BlackRock to make financial mechanics faster and more efficient.
1. Old Mechanics on New Rails
Crypto yield is not alchemy; it is the application of programmable, 24/7 technology to established concepts like lending and liquidity.
Staking (The Digital Dividend): Similar to earning stock dividends. By locking assets to secure a network (like Ethereum), you earn a recurring yield (currently ~3-4% APY).
DeFi Lending (On-Chain Money Markets): A parallel to securities lending. You deposit assets into smart contracts for borrowers. The breakthrough is capital efficiency: you can earn yield on an asset (like a tokenized T-Bill) while simultaneously using it as collateral for other trades.
Real World Assets (The Bridge): Tokenizing assets like T-Bills solves long-standing settlement issues. It creates 24/7 liquidity and instant (T+0) settlement, freeing up capital that is usually trapped in traditional T+2 cycles.
2. High-Risk and Active Management
This is not a "set it and forget it" passive income strategy; it requires active due diligence.
Impermanent Loss: A specific risk for liquidity providers where price divergence between assets results in a loss compared to simply holding the tokens.
Smart Contract Risk: Funds are managed by code. Bugs, exploits, or fraudulent "rug pulls" remain a distinct threat.
Conclusion
Crypto yield is maturing from speculation into infrastructure. As finance adopts these programmable rails, the question is no longer if the worlds will merge, but how businesses will adapt to this new standard of efficiency.
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TOKENIZATION
Phát biểu mới nhất từ CEO Coinbase khẳng định xu hướng: “Tokenization là tương lai. Đã đến lúc đưa mọi tài sản đời thực lên blockchain.”
Thị trường RWA hiện vượt 36 tỷ USD, tăng hơn 140% từ đầu năm, cho thấy tốc độ phát triển mạnh mẽ của tài sản on-chain. Các tổ chức tài chính toàn cầu cũng đang đồng loạt triển khai stablecoin, tokenized deposits và CBDC, tạo nền tảng để dòng vốn truyền thống dịch chuyển lên blockchain nhanh hơn bao giờ hết.
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The Ultimate Formula most macro hedge funds follow this:
Copper ↓ + Lumber ↓ + Cotton ↓ + Oil ↓ = Recession coming.
Copper ↑ + Oil ↑ + Lumber ↑ = Expansion cycle beginning.
Agriculture like wheat/corn/soybeans won’t tell you about a recession, but inflation and weather cycles.
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Năm 2025 đã khắc họa một bức tranh đáng báo động về tính dễ bị tổn thương của các sàn giao dịch tập trung (CEX). Với tổng thiệt hại lên đến $1.68 tỷ USD chỉ từ 8 vụ hack lớn - đặc biệt là sự kiện $1.34 tỷ USD của Bybit, rõ ràng ngành công nghiệp này đang đối mặt với một cuộc khủng hoảng niềm tin và an ninh. Nguyên nhân cốt lõi, là "Weak SecOps -> Hot/cold Wallet Compromise" (Quy trình vận hành bảo mật kém dẫn đến sự thỏa hiệp của ví nóng/lạnh).
Chúng ta cần sự cởi mở hơn về:
- Quản lý Key và Hoạt động Ví: Chi tiết về cơ chế lưu trữ khóa riêng tư, quy trình luân chuyển fund, và cách thức phân chia tài sản giữa ví nóng (hot wallet) và ví lạnh (cold wallet).
- Kiến trúc Hệ thống cấp cao: Đảm bảo tính phân cấp, khả năng chống lỗi và chống lại các cuộc tấn công nội bộ.
- Quy trình Phản ứng Đối phó Sự cố (Incident Response): Một kế hoạch hành động chi tiết và được kiểm tra thường xuyên (stress-tested) để giảm thiểu thiệt hại ngay lập tức sau khi phát hiện vi phạm.
Tự lưu ký tài sản (Self-custody) luôn là tiêu chuẩn vàng (gold standard) của Web3. Tuy nhiên, thực tế là đại đa số người dùng vẫn sẽ phải dựa vào các CEX. Do đó, áp lực đặt lên các sàn là phải xem bảo mật là một sản phẩm tối ưu nhất (a first-class product), chứ không phải là một suy nghĩ hậu kỳ hậu kiểm (afterthought). Chỉ khi các sàn giao dịch cam kết áp dụng các biện pháp bảo mật cấp độ quân sự, có thể kiểm chứng (military-grade, verifiable security), niềm tin của cộng đồng vào hệ thống tài chính phi tập trung mới có thể được phục hồi và mở rộng ra thị trường chính thống.
1) NGUYÊN NHÂN CỐT LÕI
- Quy mô Thảm họa: Sự cố $1.34 tỷ USD của Bybit không chỉ là một vụ hack, mà là một "lỗ hổng hệ thống" gây chấn động, chiếm gần 92% tổng thiệt hại chỉ trong tháng 2/2025. Vụ việc của Bybit được báo cáo liên quan đến việc kẻ tấn công cài mã độc vào các tham số giao dịch giả mạo để kiểm soát hợp đồng ví đa chữ ký (multi-sig wallet), một phương thức tấn công tinh vi nhắm vào cả công nghệ tiên tiến nhất.
- Điểm yếu Chung: Nguyên nhân xuyên suốt các vụ tấn công (từ Bybit, Phemex, đến Upbit) vẫn là sự thỏa hiệp của Hệ thống Ví—cả ví nóng (hot wallet) và ví lạnh (cold wallet). Dữ liệu chung cho thấy xâm phạm khóa riêng (private key compromise) là một trong ba hình thức tấn công phổ biến nhất trong giai đoạn này, khẳng định sự thiếu nghiêm ngặt trong quy trình Quản lý Khóa (Key Management).
2) BẢO MẬT CẤP ĐỘ DOANH NGHIỆP/ QUÂN SỰ (Enterprise/Military-Grade Security)
Khi hàng tỷ USD tài sản người dùng bị ký gửi, mô hình "Trust Us" (Hãy tin chúng tôi) không còn phù hợp. Các sàn giao dịch cần chuyển đổi từ marketing sang cam kết tuân thủ nghiêm ngặt các tiêu chuẩn an toàn thông tin quốc tế:
- Tiêu chuẩn Bắt buộc: Thay vì chỉ áp dụng các biện pháp bảo mật bề mặt, CEX phải hướng tới việc đạt các chứng nhận quốc tế như ISO/IEC 27001:2022 (Hệ thống Quản lý An toàn Thông tin - ISMS) và SOC 2 Type II. Các tiêu chuẩn này không chỉ là kiểm tra kỹ thuật mà còn yêu cầu một cách tiếp cận dựa trên quản lý rủi ro chủ động, thiết lập chính sách và mục tiêu bảo mật rõ ràng, và áp dụng cho toàn bộ tổ chức.
- Ví Lạnh (Cold Storage) & HSM: Để ngăn chặn các cuộc tấn công Xâm phạm Khóa Riêng, cần áp dụng các thiết bị bảo mật phần cứng chuyên dụng như Hệ thống Quản lý Bảo mật Phần cứng (HSM - Hardware Security Module). HSM đảm bảo rằng khóa riêng không bao giờ được lộ ra ngoài môi trường kỹ thuật số, khiến việc đánh cắp gần như là không thể.
- Minh bạch Quỹ Reserve: Trong bối cảnh vụ hack 1.34 tỷ USD, câu hỏi lớn đặt ra là quy mô của các Quỹ Dự trữ của các sàn có đủ để chi trả toàn bộ thiệt hại hay không.
THE $48 BILLION MATH ERROR
Strategy Inc. just disclosed something extraordinary. They own 649,870 Bitcoin. That is 3.26 percent of every Bitcoin that will ever exist. Total cost: $48.37 billion.
They also disclosed the numbers that prove this cannot survive the next 90 days.
Here is the accounting reality they published but nobody is reading correctly.
Strategy has $54 million in cash. They owe $700 million per year in preferred stock dividends. Their software business generates negative cash flow. To pay dividends, they must raise $700 million in new capital every single year before buying a single additional Bitcoin.
They raised $19.5 billion in the first nine months of 2025. That money did not go to new Bitcoin purchases. It went to service the debt from previous capital raises. This is Ponzi finance by definition: borrowing to pay the interest on prior borrowing.
The machine only worked because their stock traded above the value of underlying Bitcoin. When shares traded at 2x net asset value, issuing equity increased Bitcoin per share for existing holders. That premium collapsed to 1.0x in November 2025. Issuing equity now dilutes shareholders. The recursive accumulation loop stopped functioning.
The preferred stock makes it worse. STRC started at 9.0 percent dividend rate in July. Management raised it to 10.5 percent by November. Every time the stock falls below $100, they increase the dividend to attract buyers. There is no ceiling. If confidence breaks, the dividend spirals until they cannot pay without selling Bitcoin. Selling Bitcoin destroys the thesis that justified the accumulation.
January 15, 2026 is the date that decides everything. MSCI announces whether companies with over 50 percent of assets in digital currencies get excluded from indices. Strategy is 77 percent Bitcoin. Exclusion is not discretionary. It is mechanical. JPMorgan estimates $2.8 billion in forced selling from index funds. Total outflows could reach $8.8 billion.
Fifteen to twenty percent of market cap liquidated by algorithms that do not care about fundamentals.
The October 10 crash was the preview. When Bitcoin fell 17 percent, order books collapsed 90 percent and $19 billion in positions liquidated in 14 hours. Strategy holds 3.26 percent of total supply. If they are forced to sell 100,000 Bitcoin to meet obligations, there is no liquidity to absorb it without breaking the market.
Strategy claims 71 years of dividend coverage. The math assumes they can sell $1 billion of Bitcoin annually without moving the price. October 10 proved that assumption is false. The market cannot absorb sovereign-scale selling during stress.
This is not about whether Bitcoin succeeds. Bitcoin will outlive Strategy Inc. This is about whether corporations can hold sovereign monetary reserves using quarterly refinancing and monthly dividend obligations. Sovereigns operate on infinite time horizons. Corporations operate on 90-day cycles.
By March 2026, the market delivers its verdict. Either Strategy restructures, shrinks, and survives diminished, or the entire corporate Bitcoin treasury model ends as a failed experiment. The timeline is exact. The mechanics are observable. The resolution is unavoidable.
What happens in the next 90 days will define corporate finance and monetary competition for the next 50 years. The numbers are already published. The outcome is already determined. Only the recognition remains.
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MicroStrategy holding 649,870 BTC ~ $47.37Bil, with Average Cost at $74,443. BlackRock could finish them with IBIT Spot ETF very soon.
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Absolutely crazy to think about.
In 2010, Bitcoin was worth $0.08, Apple stock was $50, and an iPhone 4 cost $700. With $700, you could either buy 8750 Bitcoin, 14 Apple shares or one iPhone 4. If you had invested in 8750 Bitcoin, your investment would now be worth $893 million. If you bought 14 Apple shares, your assets would now be worth $ 3,800. If you had instead purchased an iPhone 4, your phone would now be worth less than $25.
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zkSync's November 2025 proposal transforms $ZK from a pure governance token into an economically viable asset by channeling on-chain interoperability fees and off-chain enterprise licensing revenues into token buybacks and burns, fostering a self-sustaining value flywheel as depicted in the post's infographic.
Their plan simplifies complex tokenomics—highlighting secure cross-chain transfers via ZK Gateway and institutional module access—while aligning incentives for network growth, adoption, and community ownership, backed by zkSync Era's reported $30 million annual revenue.
Post engagement reflects crypto community optimism on zkSync's ZK-rollup leadership in scalability and privacy, though replies note adoption as the key hurdle amid stagnant market reactions to external events like government reopenings.
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JPMorgan's launch of JPMD, a yield-bearing USD deposit token, on Coinbase's Base blockchain, allowing seamless swaps with USDC to enable instant cross-system transfers for institutional clients.
This integration bridges traditional finance's closed loops with DeFi's open rails, potentially routing JPMorgan's trillions in daily payments on-chain and surpassing the $160 billion stablecoin market cap with compliant, interest-earning alternatives.
By preserving bank custody and compliance while using public blockchains for 24/7 settlement, the move accelerates tokenized deposit adoption, with peers like Citi and HSBC testing similar features amid regulatory progress.
Picture the actual flow:
- A JPMorgan institutional client holds JPMD (bank deposit token).
- They need to transact with a Coinbase customer holding USDC (stablecoin).
A corporation could
1. Move JPM Coin from JPM closed loop to Base
2. Swap JPM Coin for USDC
3. Receive USDC in their base wallet
4. Send that USDC to a 3rd party, or swap it for another bank deposit token
The integration leverages Base as a neutral settlement layer, where clients move assets from JPMorgan's permissioned network, swap via market makers like B2C2, and transfer USDC to counterparties, reducing reliance on traditional T+2 banking delays.
As JPMorgan processes trillions in daily payments—far exceeding current stablecoin volumes—this development signals tokenized deposits as an entry point for mainstream institutional adoption of blockchain, potentially scaling on-chain liquidity exponentially.
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Chỉ số Bitcoin Bubble Index - vốn từng cảnh báo chính xác các đỉnh chu kỳ trước - hiện vẫn đang ở mức thấp, dù giá đã tiệm cận vùng $100,000.
Điều này cho thấy dòng tiền chưa xuất hiện dấu hiệu hưng phấn cực độ như các chu kỳ 2017 hay 2021. Hay là mọi người lỗ vốn hết tiền rồi, ko còn hưng phấn nữa?
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Vanguard Group’s $1,780 billion AUM is invested in just these 10 stocks:
1. Nvidia: $353 billion (5.71%)
2. Microsoft: $351 billion (5.68%)
3. Apple: $291 billion (4.70%)
4. Amazon: $186 billion (3.02%)
5. Meta Platforms: $142 billion (2.30%)
6. Broadcom: $133 billion (2.16%)
7. Alphabet (Google) Class A: $91 billion (1.47%)
8. Tesla: $80 billion (1.29%)
9. JPMorgan Chase: $79 billion (1.28%)
10. Berkshire Hathaway $74 billion (1.20%)
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Replying to @WhiteWhaleLabs
@TheWhiteWhaleV2
accuses MEXC of acting as a direct counterparty to user trades, freezing profitable accounts to protect internal market-making profits, and using timed push notifications to trigger emotional entries during price retracements, potentially increasing liquidations by 15-120 minutes post-alert.
Here’s My Theories - And How You Can Help Investigate
I’ve spent months investigating MEXC. I’ve sifted through countless data sets, read hundreds of user stories, and overturned every stone possible within the limits of their opacity.
We all understand that liquidations tend to be a profit driver for exchanges - CEXs and DEXs alike - since liquidation fees often go straight to the house.
But what’s harder to explain is why they’re so hypersensitive to traders who win.
Across hundreds of cases I’ve reviewed, one common factor kept surfacing: profitability.
The majority of these stories were posted long before I ever went public, so we can rule out the idea of “copying for clout”
We all know that statistically, most leveraged traders lose. It’s a brutal game - one that rewards only the sharpest few.
Now consider a Web2 company whose biggest marketing hook is “zero fees” That’s a strong retail lure. But here’s the problem: market makers don’t work for free. They get rebates. So how can a platform pay MMs without collecting any trading fees from users?
Yes, MEXC has a published market-making program, and it’s entirely possible some legitimate market makers are participating. But what if they’re also acting as market makers themselves - directly trading against their users?
That’s not speculation pulled from thin air. Internal market-making desks have existed in this industry before, and it’s never ended well.
It would explain MEXC’s extreme sensitivity to winning traders: because each profitable user represents a direct loss to them.
They’re not just facilitating your trade - they’re your counterparty, expecting you to lose.
Honest platforms celebrate profitable traders. Profitable people post those PnL screenshots everywhere and it’s free marketing. But if your profits threaten the house itself, suddenly “risk control” takes on a whole new meaning.
So what gives them such unshakable confidence that you’ll lose - beyond industry averages?
It’s my belief that MEXC has engineered their system to tilt the odds against you from the start.
I come from the Web2 world. In e-commerce, every page element is designed for one thing: conversion rate optimization. You tweak buttons, color schemes, and headlines to guide the user’s behavior toward your desired outcome.
Now imagine that same psychological engineering applied to trading - only this time, the “desired outcome” is your liquidation not just simple online shopping.
Here’s what I’ve started to notice: their mobile push notifications seem engineered to bait emotional entries at statistically poor moments.
For example: Solana pumps for two hours. You’d expect a bullish notification at the start, right? Wrong. They wait until price starts retracing - and then send “Solana surges - trade now!” The perfect trap for FOMO-chasing retail.
Each notification ends with the same call to action: “Trade Now!”
This is not an informational push notification about price action like I get from so many other apps - they are telling you what they want you to do right there in plain text.
I’m calling on the good people of X to help investigate. Track where price is at the time of each push notification, note the exact language used, and then follow what happens over the next 15, 30, 60, and 120 minutes.
If this data confirms what early tracking already suggests, it will prove that MEXC’s marketing isn’t just bad taste - it’s behavioral manipulation optimized for liquidation.
Which brings us full circle:
If they’re manipulating notifications to increase liquidations, and also acting as your counterparty on those trades, that’s not a platform. That’s a casino disguised as an exchange - one that rigs both the game and the psychology of the player.
🫡 From the depths —
The White Whale 🐋
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Global money supply hit $142T in Sept 2025—up from $26T in 2000. China now leads with $47.1T, followed by the EU ($22.3T), U.S. ($22.2T), Japan ($11T), and the U.K. ($5T). Growth sped up in 2025, boosted by a 9.9% drop in the U.S. dollar. After the COVID spike in 2020–22, liquidity stabilized near $125T before climbing again this year.
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