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The 20% responsible for 80% of the results.
By Lewis Jackson
A lot of people looking at my recent research have asked the same question: “Surely Ripple already understands all of this. So what does that mean for XRP?” That question is completely valid — and it turns out it’s the right question to ask. This research breaks down why XRP is unlikely to be the internal settlement asset of CBDC shared ledgers or unified bank platforms, and why that doesn’t mean XRP is irrelevant. Instead, it explains where XRP realistically fits in the system banks are actually building: at the seams, where different rulebooks, platforms, and networks still need to connect. Using liquidity math, system design, and real-world settlement mechanics, this piece explains: why most value settles inside venues, not through bridges why XRP’s role is narrower but more precise than most narratives suggest how velocity (refresh interval) determines whether XRP creates scarcity or just throughput and why Ripple’s strategy makes more sense once you stop assuming XRP must be “the core of everything” This isn’t a bullish or bearish take — it’s a structural one.
If you want to understand XRP beyond hype and price targets, this is the question you need to grapple with.

New XRP-Focused Research Defining the “Velocity Threshold” for Global Settlement and Liquidity

A lot of people looking at my recent research have asked the same question: “Surely Ripple already understands all of this. So what does that mean for XRP?” That question is completely valid — and it turns out it’s the right question to ask. This research breaks down why XRP is unlikely to be the internal settlement asset of CBDC shared ledgers or unified bank platforms, and why that doesn’t mean XRP is irrelevant. Instead, it explains where XRP realistically fits in the system banks are actually building: at the seams, where different rulebooks, platforms, and networks still need to connect. Using liquidity math, system design, and real-world settlement mechanics, this piece explains: why most value settles inside venues, not through bridges why XRP’s role is narrower but more precise than most narratives suggest how velocity (refresh interval) determines whether XRP creates scarcity or just throughput and why Ripple’s strategy makes more sense once you stop assuming XRP must be “the core of everything” This isn’t a bullish or bearish take — it’s a structural one. If you want to understand XRP beyond hype and price targets, this is the question you need to grapple with.
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Lewis Jackson Ventures announces the release of the Jackson Liquidity Framework — the first quantitative, regulator-aligned model for liquidity sizing in AMM-based settlement systems, CBDC corridors, and tokenised financial infrastructures. Developed using advanced stochastic simulations and grounded in Basel III and PFMI principles, the framework provides a missing methodology for determining how much liquidity prefunded AMM pools actually require under real-world flow conditions.

The Jackson Liquidity Framework - Announcement

Lewis Jackson Ventures announces the release of the Jackson Liquidity Framework — the first quantitative, regulator-aligned model for liquidity sizing in AMM-based settlement systems, CBDC corridors, and tokenised financial infrastructures. Developed using advanced stochastic simulations and grounded in Basel III and PFMI principles, the framework provides a missing methodology for determining how much liquidity prefunded AMM pools actually require under real-world flow conditions.
Read Now
In the first Macro Documentary, Lewis Jackson breaks down why crypto behaves unlike any asset class in modern finance — and why most investors are playing the game with the wrong mental model. Using real mathematics, network theory, and complex-systems research, Jackson explains why outliers dominate crypto returns, why crashes cascade violently, and how a small number of “network hubs” end up shaping the entire ecosystem. This research report converts that documentary into a clear, structured explanation — and shows how investors can position themselves in a market governed by power laws, preferential attachment, and criticality.

Crypto Doesn’t Follow the Rules — Inside Lewis Jackson’s Most Important Framework Yet

In the first Macro Documentary, Lewis Jackson breaks down why crypto behaves unlike any asset class in modern finance — and why most investors are playing the game with the wrong mental model. Using real mathematics, network theory, and complex-systems research, Jackson explains why outliers dominate crypto returns, why crashes cascade violently, and how a small number of “network hubs” end up shaping the entire ecosystem. This research report converts that documentary into a clear, structured explanation — and shows how investors can position themselves in a market governed by power laws, preferential attachment, and criticality.
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Private Equity
What Should Investors Expect On The First Day Of Ripple's Share Trading?
Explore the various scenarios investors might face on Ripple's IPO day, from potential initial price surges to market volatility, and sets the stage for understanding Ripple's long-term prospects based on historical IPO trends and company fundamentals.
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Wealth Management
Tax Implications of Holding Ripple Shares Over Time in USA
Decode the tax intricacies for investors selling Ripple pre-IPO shares, highlight the impact of holding periods, income levels, QSBS exclusions, and tax-advantaged accounts on capital gains tax, strategies for tax efficiency and investment optimisation.
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Estate Planning
Infinite Banking Concept (IBC) In Australia: An Overview
Exploring the Infinite Banking Concept (IBC) in Australia reveals challenges such as the absence of whole life insurance and differing regulatory environments, yet offshore alternatives offer avenues for Australians to engage in similar financial strategies within legal and tax compliance frameworks.
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Wealth Management
Should You Diversify Or Go All-In On One Crypto With $1,000?
Delve into the strategic choice between diversifying or focusing all your investment on a single cryptocurrency with $1,000, emphasizing the importance of aligning this decision with your personal financial situation, risk tolerance, and long-term goals, while considering calculated risks within the crypto realm.
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Wealth Management
Alternatives to Fidelity (For Custody of Ripple Shares)
Explore brokerage alternatives to Fidelity for the custody of Ripple shares post-IPO, each offering unique global trading capabilities and modern investment solutions for a diversified portfolio.
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Wealth Management
What Is Polysign?
Discover how Polysign is transforming the way large investors secure and manage their digital assets, leveraging expertise from industry pioneers to provide cutting-edge security and investment solutions.
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Buy/Sell
Will XRP's Value Increase More From AMMs or Banks?
Explore whether XRP's value will rise more from the introduction of Automated Market Makers (AMMs) on the XRPL or through adoption by major banks, highlighting the potential of each to impact demand and price positively.
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Wealth Management
Protecting Your Digital Assets: Exploring Wealth Insurance Options
Explore essential wealth insurance options to protect both your traditional and digital assets, from umbrella liability to specialised estate planning, ensuring comprehensive coverage in the evolving investment landscape.
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Buy/Sell
How Do I Convert USDC To GBP?
Simplify your journey from digital dollars to British pounds, diving into exchange rates, transaction fees, and the best conversion platforms, guiding beginners through the complexities of cryptocurrency conversion with ease.
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Estate Planning
How Do You Transfer Digital Assets To A Company? (Step By Step)
Learn the crucial steps for transferring digital assets, from legal consultations and creating an asset inventory to considering tax implications and choosing the right transfer method, all while ensuring compliance and maintaining detailed records for a seamless and secure process.
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Wealth Management
Post-IPO Ripple Shares (Community Raise) - Step By Step
A step-by-step walkthrough for managing your Ripple shares post-IPO, from confirming your Fidelity account and understanding lock-in periods to planning your investment strategy, ensuring informed decisions for both selling and holding shares.
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Wealth Management
Managing Your Ripple Shares Post-IPO: A Step By Step Guide
Navigate managing your Ripple shares post-IPO with our guide, covering everything from understanding lock-in periods and holding options to consulting tax advisors and strategising for sale or hold decisions, aimed at maximising your investment's potential.
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Lewsletter

Weekly notes on what I’m seeing

A personal letter I send straight to your inbox —reflections on crypto, wealth, time and life.
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