Designing Inclusive Crypto-Asset Dispute Resolution A Hybrid AI and Smart Contract Online Dispute Resolution Framework for Vulnerable Users

The Digital Wild West and the Need for a Map

Imagine the internet as a giant, bustling marketplace where people trade not just apples and books, but digital coins called "crypto-assets." These coins live on a special kind of digital ledger called a "blockchain," which is like a public notebook that everyone can read but no one can erase or change once a page is written. This technology is amazing because it lets people trade directly without needing a bank or a middleman. However, because it's so new and complex, it's also a bit like the "Wild West." If you make a mistake, like sending your coins to the wrong address, or if someone tricks you into giving them your digital keys, there is often no police station to call and no customer service line to hold.

The people who get hurt the most in this digital marketplace are often the ones who aren't experts in computers or law. They might not know how to prove what happened, they might not understand the strange rules of different countries, or they might just feel too overwhelmed to fight back. This paper, written by legal scholars Gioia Arnone and Marco Giacalone, asks a big question: Can we build a special "digital referee" system that uses smart computers and automated rules to help these regular people get their money back or solve their problems? They aren't trying to replace human judges entirely; instead, they want to build a bridge that makes the confusing world of crypto easier to navigate for everyone.

The Paper's Big Idea: A Hybrid Hero

The paper proposes a clever solution called a "Hybrid Online Dispute Resolution Framework." Think of this framework as a three-part team working together to solve a mystery: a friendly AI guide, a human expert, and an unbreakable digital robot. The authors suggest that by mixing these three elements, we can create a system that is fair, fast, and easy to use, even for people who have never used crypto before.

The Friendly AI Guide (The Off-Chain Helper)
First, there is the Artificial Intelligence (AI). In this system, the AI acts like a super-smart, patient tour guide who lives "off-chain," meaning it doesn't write directly on the permanent blockchain notebook yet. Its job is to talk to the user in plain, everyday language. If a user says, "I sent money to a stranger and now it's gone," the AI doesn't just say "Error 404." Instead, it helps the user sort out what happened, organizes the messy digital clues (like transaction records), and explains in simple terms what their rights might be. It's like having a translator who turns complex legal and computer jargon into a story anyone can understand. The paper emphasizes that this AI is there to help, not to make the final decision. It's a tool to make sure the user isn't lost in the dark.

The Human Expert (The Judge and Mediator)
Second, and perhaps most importantly, there is a real human. The paper is very clear that we cannot let computers make all the final calls, especially when things are complicated or unfair. If the AI guide hits a wall, or if the situation involves tricky emotions, power imbalances, or unclear facts, a human mediator or legal professional steps in. This human is the "brain" of the operation who can use common sense, empathy, and legal judgment to decide what is truly fair. The authors argue that without this human touch, the system would be too rigid and might accidentally hurt the very people it's trying to help. The human ensures that justice isn't just a computer program running on autopilot.

The Unbreakable Robot (The On-Chain Enforcer)
Third, there is the "Smart Contract." You can imagine this as a digital robot that lives "on-chain" (inside the blockchain). This robot is incredibly good at following strict rules but terrible at understanding nuance. Its job is to handle the boring, repetitive, and high-stakes parts of the process. For example, once the human expert and the two sides agree on a solution, the Smart Contract can automatically move the money back to the victim. It acts like a secure vault that only opens when the right conditions are met. Because it's on the blockchain, no one can alter or change the agreement once it's set. The paper suggests using this robot only for things like holding money safely (escrow) or releasing funds after an agreement is signed, ensuring that the final result actually happens without needing a bank to do it.

How It Works in the Real World

The authors test their idea by looking at three common nightmares in the crypto world:

1. Stolen or Seized Assets: Imagine someone steals your coins. The AI helps you trace the digital path of the theft and explains the legal steps. The human expert reviews the case to see if you have a valid claim. If the coins are found, the Smart Contract can hold them safely until a judge says who gets them.
2. Exchange Collapses: Imagine a crypto company goes bankrupt and owes money to thousands of people. The AI helps thousands of users fill out their claims quickly and organizes the mess. The human experts figure out the fair way to split the remaining money. Then, the Smart Contract automatically sends the correct amount to each person's wallet, making sure everyone gets paid exactly what they were promised.
3. Cross-Border Scams: Imagine a scammer in one country tricks a victim in another. The AI helps the victim understand the confusing international rules and gathers the evidence. The human mediators work across borders to find a solution. If the scammer's money is traced, the Smart Contract can freeze it or return it automatically once the deal is made.

What the Paper Says (and What It Doesn't)

The paper is careful not to promise that this system is a magic wand that fixes everything. The authors explicitly argue against the idea that we should let AI or Smart Contracts make all the decisions on their own. They say that if we let a computer decide who is right or wrong without a human looking at it, we might create new kinds of unfairness. They also warn that this system won't work if the money has been moved to a place the Smart Contract can't reach, or if the laws in different countries don't agree.

The authors are "suggesting" a new way to build these systems, not claiming they have already built a perfect, working version that solves every problem. They propose that this hybrid model—where AI helps, humans decide, and robots enforce—could make justice more accessible. They believe that by keeping the AI and the Smart Contracts in their specific lanes, we can avoid the dangers of automation while still enjoying its speed and reliability.

The Bottom Line

In short, this paper suggests that to fix the broken justice system for crypto-assets, we need a team effort. We need a friendly AI to translate the confusing tech, a wise human to make the fair calls, and a reliable digital robot to make sure the promises are kept. It's not about replacing humans with machines; it's about giving regular people the tools they need to navigate a complex digital world without getting left behind. The authors hope that by designing systems this way, we can turn the chaotic "Wild West" of crypto into a place where everyone, from the tech expert to the total beginner, can get a fair shot at justice.