Blog

Learn fast to
Think Clearly

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.
Read Now
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.
Read Now
Crypto Research
What Is Mining in Crypto?
Mining is the process by which new cryptocurrency transactions are verified and added to a blockchain through computational work. This explains how proof of work actually functions, where binding constraints live, and what's changing in the mining landscape.
Read Now
Crypto Research
What Is a Smart Contract?
A smart contract is code that executes automatically when predefined conditions are met, without requiring a trusted intermediary. This post explains how they work, where constraints live, and what signals matter.
Read Now
Crypto Research
What Is Decentralization?
Decentralization means distributing control across many participants rather than concentrating it in one entity. This post explains the mechanism, where constraints actually live, and what would break the promise.
Read Now
Crypto Research
What Is a Public Address in Crypto?
A public address is where others send you cryptocurrency. It's derived from your private key but can't be used to reverse-engineer it. Here's how the system works.
Read Now
Crypto Research
What Is a Private Key?
A private key is a randomly generated secret number that proves ownership of cryptocurrency. It's the only way to authorize transactions—lose it, and you've lost access permanently.
Read Now
Crypto Research
What Is a Crypto Wallet?
A crypto wallet doesn't store your cryptocurrency—it stores the private keys that control it. Understanding this distinction matters for security and control.
Read Now
Crypto Research
What Is a Crypto Wallet?
A crypto wallet doesn't hold your coins — it holds the keys that prove your right to move them. Understanding this distinction is the foundation for everything else in self-custody.
Read Now
Crypto Research
What Is Ethereum?
Ethereum is a programmable blockchain that executes smart contracts. This post explains the mechanism, how it differs from Bitcoin, and what constraints shape its development.
Read Now
Crypto Research
What Is Ethereum?
Ethereum is a blockchain platform that executes programmable smart contracts, enabling applications that run exactly as coded without intermediaries. This post explains the mechanism, constraints, and what makes Ethereum different from Bitcoin.
Read Now
Crypto Research
What Is Cryptocurrency?
Cryptocurrency is digital money that uses cryptography for security and operates on decentralized networks rather than through banks. This post explains the mechanism—digital signatures, consensus, and blockchain—and what distinguishes crypto from traditional digital payments.
Read Now
Crypto Research
What Is Bitcoin?
Bitcoin is a decentralized digital currency that operates without banks or governments. This post explains the mechanism, what makes it different, and what would change your understanding.
Read Now
Crypto Research
What Is a Blockchain?
A blockchain is a distributed ledger that records transactions across many computers so that no single party controls the data. This post explains the mechanism, its constraints, and what would change your understanding.
Read Now
Lewsletter

Weekly notes on what I’m seeing

A personal letter I send straight to your inbox —reflections on crypto, wealth, time and life.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.