Why AI Hedge Fund Moved From Bitcoin to Ethereum Network


 Numerai,  a hedge fund created by South African developer Richard Craib, has  begun to incentivize its anonymous data scientists with Ethereum’s  native token Ether instead of Bitcoin. 

What is Numeraire?

In December of 2016, Craib introduced a concept called Numeraire, a Blockchain and cryptographic token-based ecosystem wherein data scientists are incentivized to create a more efficient market for traders. 12,000 data scientists within the Numeraire ecosystem were  issued one mln crypto tokens to construct an artificial intelligence  hedge fund that directly focuses on learning more effective and  practical methods of trading financial securities. In an interview, Craib revealed that all of the Numerai  hedge fund’s data is shared across its network of data scientists in an  abstract manner. Thus, data scientists that are actively developing an  AI-based system to optimize trades have access to the numbers but can’t  comprehend or link the numbers to actual trades. Craib said: 

"We give away all our data. But we convert it into this  abstract form where people can build machine learning models for the  data without really knowing what they're doing.” 

It’s all about those “smart contracts”

For over six months since the launch of Numeraire, more  than 12,000 data scientists within the tokenized ecosystem of Numerai  were compensated with Bitcoin for their contribution to the development  of the Numerai AI hedge fund system. Earlier this week, Numerai migrated its platform and deployed the Numeraire smart contract to the Ethereum network, sending 1.2 mln tokens to 19,000 data scientists globally. Since February, Numerai has incentivized more than $200,000  to its data scientists in Bitcoin. However, because the Numeraire token  and its smart contract are launched on top of the Ethereum network, the  hedge fund struggled to create a practical and compatible way of  incentivizing its data scientists. 

Compatibility with tokens of all decentralized applications

Ether, the native token of Ethereum, is compatible with the  tokens of all decentralized applications launched on top of the  Blockchain, which is why it is used as a currency peg for investors participating in initial coin offerings (ICOs). Hence, for a decentralized autonomous organization (DAO)  such as Numerai, which sends out payments and executes smart contracts  autonomously, it is more efficient in terms of time and cost to pay out  stakeholders with Ether. The Numerai team explained: 

“The problem with bitcoin is that it exists on a different  blockchain to the Numeraire token. This drastically limits the extent to  which decentralized applications based on Numerai can be automated and  unstoppable because these applications cannot receive payment in  bitcoin, they can only receive and use ether. If Numerai made payments  in ether, then a decentralized application on Ethereum could  automatically use that ether to fund its operations.” 

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