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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.
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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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Estate Planning
The Ultimate Canadian Estate Structure for Digital Assets
Navigate the complexities of incorporating digital assets into your Canadian estate with a strategic blend of corporate structures and tax planning, while carefully considering the role of trusts and offshore entities.
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Estate Planning
Guide to Handling Capital Gains Tax in the UK
Master the essentials of Capital Gains Tax in the UK, from understanding which assets it applies to, calculating your tax liability, to strategically planning and reporting your capital gains for optimal financial management.
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Wealth Management
Self-Directed IRA Guide (Starter Kit)
Dive into the essentials of starting a self-directed IRA, from selecting a provider and opening your account to understanding the unique investment opportunities and compliance requirements, ensuring a diversified path to retirement.
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Estate Planning
Holding Crypto In An LLC
Discover the benefits and considerations of holding cryptocurrency through an LLC, from enhanced liability protection and flexible ownership to the intricacies of setup and maintenance.
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Estate Planning
What Happens To XRP's Value In An XLS 30D Pool And Upon Redeeming LP Tokens?
Explore the dynamics of XRP value in an XLS 30D liquidity pool and understand the outcomes of depositing and redeeming LP tokens in this innovative framework.
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Estate Planning
Indexed Universal Life (IUL) Insurance Vs Whole Life Insurance
Explore the differences between Indexed Universal Life (IUL) Insurance and Whole Life Insurance to determine which aligns with your financial goals, risk tolerance, and long-term planning needs.
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Technical Help
Limited Company Setup (UK)
Learn how to set up an LTD Company in the UK for digital assets, from registration and SIC codes to tax compliance and secure asset management.
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Estate Planning
Cash Value Insurance Policies and Their Relation to Indemnity Insurance in the UK?
Unravel the complexities of cash value policies and indemnity insurance in the UK, distinguishing between investment-focused products and coverage aimed at specific legal or financial risks.
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Estate Planning
Australian Estate Structure Template
Discover the intricacies of crafting a sophisticated estate structure in Australia, combining LLCs, trusts, and life insurance for asset protection and tax efficiency.
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Technical Help
Do AMM Daily Yields Automatically Increase the Value of Your LP Tokens
Explore how daily yields from AMM liquidity pools impact the value of LP tokens, navigating through the intricacies of liquidity provision and the balancing act of yield generation versus associated risks.
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Estate Planning
Exploring High-Value Cash Life Insurance Options in the UK
Explore the benefits and considerations of high-value cash life insurance in the UK to secure both life coverage and a long-term investment opportunity.
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Estate Planning
Buying Private Equity As Company/LLC?
Discover the advantages of investing in private equity through an LLC, from asset protection and tax benefits to operational deductions and enhanced credibility.
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