What are Token Curated Registries and decentralized lists?

9th April 2019 Off By binary
What are Token Curated Registries and decentralized lists?
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In 2017, the Shed at Dulwich became TripAdvisor’s top-rated restaurant in London in just a matter of months.

Interestingly, the restaurant never really existed until it hit the first spot.

What happened?

Courtesy of Vice

The Shed’s founder, Oobah Butler, managed to increase his fake restaurant’s rank from #18,000 to #1 in 6 months, all of that without serving a single dish.

How did the Shed at Dulwich manage to trick TripAdvisor?

Paid, fake reviews and an online presence.

Because TripAdvisor ranks restaurants on the basis of community reviews, Oobah paid fake users to rate the Shed on the platform, while constantly declining table bookings from prospects.

To top off the genius stunt, he took pictures of his right foot, disguised it as ham hock and served frozen dinners to his clients on the opening night, including cup-a-soups and micro-wave lasagna.

Ham Hock by the Shed at Dulwich

The story is as mind-boggling as it is hilarious and pinpoints pretty well the problem with online curated lists. But the problem of fake reviews is not limited to the hospitality industry: it’s widespread throughout the internet.

TripAdvisor is a centralized list

Online lists are flawed.

As hilarious as Oobah Butler’s experiment is, it puts under the spotlight the internet’s rigged listing, reputation and ranking systems.

In review websites like Booking.com, Yelp, or even Google Maps, the list consumers — the ones that rely on third-party user reviews to make an informed decision — have no way of proving whether a review is genuine or not.

And it introduces a series of questions:

Is the reviewer paid by the restaurant to leave a rate?

Is the restaurant paying the platform to increase its rank?

Did the platform remove a genuine restaurant from the ranking?

Did the platform edit or delete a user review?

How is the rate decided? Does it reflect my interest?

With centralized platforms, consumers never really get to know if the curation reflects the real-world experience, or to what extent the curation is biased.

The problem with centralized lists

If we deconstruct a centralized list — for instance, a rank of restaurants — there are four stakeholders in the curation process:

  • The consumer, who wants to access a high quality curated list and wishes to make a smart decision based on the list.
  • The restaurant, or applicant, that wants to get on the list.
  • The restaurant reviewer, or curator, who wishes to share his knowledge and earn social or financial capital from his reviews.
  • The platform that designs, maintains and executes the curated list and its ranking mechanism.
Platforms have authority over a list

In a centralized scenario, the platform controls the entire eco-system, as it can dictate the outcome of the curation process in various ways:

  • Tweak of the ranking mechanism,
  • Implement a “pay-for-high-rate” scheme to restaurants
  • Censor user-generated reviews and rates
  • Delete or add restaurants

Worse, because the platform operator is a single point of failure, a well-coordinated hack can retrieve key user information including their identity or real-world behaviour.

The point of a decentralized list is to establish a fairer and more balanced relationship between these four stakeholders in order to generate a high-quality list that everyone can trust access securely.

How do we decentralize a list?

When it comes to decentralization, blockchain has become the go-to and hyped-up technology. As Bitcoin and Ethereum managed, to some extent, decentralize money and applications, numerous case studies have spurn in the hope of reshuffling how we interact with each other and the internet.

When it comes to decentralized lists, the challenge is to reduce the power and influence of list owners and better leverage economic incentives for stakeholders.

First, because such lists are hosted on the blockchain, the codebase remains open source meaning anyone can scrutinise the application. Exit opacity in the curation process, as decentralized lists allow anyone to comprehend the selection and ranking process.

Second, curators collectively decide via a voting system whether or not a list member should enter or remain in the list. Here, curators have to hold digital tokens that are unique to the list and stake them behind a list member. For instance, a curator can support a restaurant s/he loves and wishes to see on the list, by backing it with tokens.

Finally, curators operate in a skin-in-the-game system which both reduces the risk of malicious reviews and increases their value. As such, when curators vote on a list application, they stake tokens in favour of, or against a list member, and the winning side gets a chunk of the losing side’s stake.

Unlike centralized lists, curators have something to lose and win in the process.

“Centralized lists are governed by social capital, decentralized ones are governed by social and financial capital.”

Would we rather visit a restaurant with ten 5-star reviews published for free or ten 5-star reviews that are backed by monetary stakes?

What is a Token-Curated Registry?

A Token-Curated Registry (TCR) is the crypto-system that outputs a decentralized list. First introduced by Mike Goldin in the TCR whitepaper 1.0 in 2017, TCRs are still at an infancy stage with only a handful of projects developing them.

They leverage an intrinsic digital token, unique to the TCR, to assign curation and governance rights to token holders, relative to the amount of tokens held and staked.

“Token-curated registries are decentrally-curated lists with intrinsic economic incentives for token holders to curate the list’s contents judiciously.” Mike Goldin

Similarly to centralized lists, TCRs gather four stakeholders to curate a list:

  • Consumers, who want to access a high-quality and fair list
  • Applicants, who to be part of the list
  • Curators, who want the token value to rise
  • Developers, who want to create a decentralized platform and earn from it

The curation process only involves the first three users, as the involvement of developers in the creation of crypto networks is a controversial challenge, that applies not only to Token Curated Registry but every single distributed application as a whole.

The incentive game between the first three stakeholders, if well designed, aligns everyone around the curation of high-quality lists.

We already know that consumers desire curated lists and listees want to get on them to spike consumers’ interests.

Curators govern the list and, because they are the token holders, are at the epicentre of a TCR system. As such, curators seek financial growth, which is triggered by an increase in the token’s demand. However, if demand flattens out, token holders won’t be incentivized to continue to curate. They can strengthen the token’s demand by making sure applications keep flowing in and triggering an interest in becoming a curator or increasing one’s curation governance influence.

In other words, if the list is of high quality:

  1. consumers will rely on the list to make decisions
  2. which attracts listees to apply and curators to increase their voting power,
  3. which ultimately drives the value of the token up.

As token holders are doing a better job at curating lists, it directly impacts their financial position proportionally.

TCR applications and challenges

In binary TCRs, there are only two options: get listed or not. As of now, there are two main TCR functions: an “application” which gets a participant listed on the TCR, and a “challenge” which removes a listee from the TCR.

During an application, listees have to pay a flat application fee to the TCR smart contract to start the voting process.

Once the application is received (fees are paid in the TCR token), curators vote and stake their tokens on whether or not the applicant can enter the list.

  • If the application is accepted, the listee enters the list. The curators on the winning side get a chunk of the application fee, and the rest of the fee is sent to a bounty pool that is then rewarded to successful challengers in the future.
  • If the application is rejected, the listee does not enter the list. A slice of the fee is refunded to the applicant and the remaining distributed to curators on the winning side (that denied the application)

Curators can challenge an applicant on the list at any time by staking the same amount of tokens than the applicant’s bounty pool (if on the list) or application fee (if applying to the list).

  • If the challenge is successful, the listee is removed. The challenger and curators on the winning side are rewarded with the listee’s bounty.
  • If the challenge is rejected, the listee remains on the list. The challenger loses his stake to the winning side.

To dig further in the functions and the parameters of a TCR, there’s no better place to start than the original TCR whitepaper published by Mike Goldin.

TCR designs and innovations

TCR don’t have to be binary by nature. There have been multiple proofs-of-concept around more sophisticated TCRs design patterns.

Ordered TCR

The ordered TCR creates an index amongst listee that can be used in ranking the list. Rather than having listees at the same level, ordering them can help consumer differentiate listees and ultimately make smarter decisions.

A list of good restaurants becomes a rank of the best restaurants.

Layered TCR

Adding layers to a TCR introduces the concept of leagues to decentralized list. Participants have to apply and get approved in multiple lists before accessing the last, most selective, TCR. Similar to a sports league, listees are moved to a higher or lower league depending on the curation market’s judgement of the application.

A list of good restaurants becomes a list of good, very good and excellent restaurants

Nested TCR

Building a TCR of TCRs enables users to generate their own TCR within the master one. Listees could then access a second-level TCR once they access the first one. A nested TCR introduces a second level (and beyond) curation market in the eco-system.

A list of good restaurants becomes a list of good restaurants with nested lists such as good Japanese restaurants or good street-food stalls in South America.

Investable TCR

If a TCR holds a list of assets that constitute a fund’s portfolio, introducing a second token — in addition to the governance one — can enable users to get access to a pool of investment, that is rebalanced automatically by the TCR.

A list of good restaurants becomes a list of good restaurant with tokenized equity of all the restaurant bundled in a single investment token.

For more resources, kindly review Matt Lockyer’s TCR design patterns

Some TCR projects

As TCR are yet to invade the internet, till the time comes, here are a few exciting projects to follow if this technology seems appealing:

AdToken

Led by the TCR pioneers, the AdChain is focused on bringing transparency in the digital advertising ecosystem. The registry lists trustworthy web domains that are best suited for online advertising and slashes fraud across online campaigns.

Medcredits

The registry compiles physicians’ credentials to ensure they are fit to practice. In addition to regulating the health practitioner industry, Medcredit facilitates a global market where patients can directly connect with physicians

TruStory

Digital media has been plagued by the proliferation of fake news, TruStory solves it with a social network and curation market focused on claim verification. The registry identifies accurate information and refutes inexact stories to solve one of the internet’s most stressing issue. One of the most exciting case studies out there.

Tropyc

Disclaimer: self-promotion. Cryptocurrency primary markets are plagued with fraudulent projects as anyone can set-up a token and commercialize in a few hours. Coupled with the lack of proper regulation enforcement, tropyc intends to curate good faith token projects in primary markets and beyond.

Wrapping up

A TCR is curated by a financially incentivized market and not by a single entity. Theoretically, the output is of much higher value than centralized lists, which are vulnerable to falsification and censorship.

Although the concept was first introduced in 2017, curation markets are still at an experimental stage as developing — and bootstrapping — a simple, binary TCR remains highly complex.

Lists are everywhere in our day-to-day lives: from grocery lists to asset portfolios and even music playlists. The use-cases are unlimited, flexible and definitely exciting, but we’ve just discovered the tip of the iceberg!

I’m on Twitter!


What are Token Curated Registries and decentralized lists? was originally published in Hacker Noon on Medium, where people are continuing the conversation by highlighting and responding to this story.

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