区块链能否为人工智能保驾护航？

Foreword Some people think that the hybrid blockchain with private and public aspects can solve the black box problem of artificial intelligence. Artificial intelligence and blockchain are emerging digital technologies, which attract the public's imagination, but also cause serious concern. Therefore, we can't help but ask whether artificial intelligence and blockchain can be integrated in a way that benefits mankind. It is reasonable to think so. As early as 2000, it was written that economics and artificial intelligence security communities are trying to solve fundamentally the same problem, that is, how to supervise the existence of. After all, both complex intelligent systems with unpredictable and unexpected properties rely on inherently clumsy systems to control them. Once the properties of these systems are created, they are inflexible. For example, once smart contracts are implemented, they cannot be changed. He concluded that the two communities should listen to each other's opinions more. Last year, with the emergence of other generative tools, people became more and more worried that artificial intelligence might get out of control. In a terrible situation, human beings may lose control of autonomous weapon systems, so blockchain and smart contracts can be It is becoming more and more popular to act as a protective fence to prevent the artificial intelligence model from deviating from the channel to some extent. At the recent conference, the president of the Institute said that everyone working in the field can play a unique role to make the smooth development. It is particularly important to consider the prediction that artificial general intelligence, that is, the intelligence of machines reaching human level, may come soon. This potential integration of artificial intelligence and blockchain technology has also aroused the decision makers' attention in a survey commissioned recently. Pay attention to the fact that nearly half of the leaders in the United States, Europe and China surveyed believe that the integration of artificial intelligence and blockchain technology may completely change the industry, thus improving the security, transparency and efficiency of data, and enhancing the complementary momentum of technology. Its basic idea is that blockchain can not be changed and tampered with, and distributed account books together with smart contracts can provide protection for the implementation of artificial intelligence and ensure that responsible artificial intelligence is produced. Some people think that blockchain can even be used as out-of-control artificial intelligence. The leaders in the survey commissioned by the company said that they think blockchain and artificial intelligence are complementary technologies. In addition, when asked how their organization uses blockchain at present, effective cooperation is the most popular answer. In addition, US President Biden issued an executive order on March to set new safety standards, which aims to protect the public from all kinds of risks, including fraud and deception aided by dangerous engineering biomaterials. In an interview, the CEO and co-founder of enterprise-focused blockchain said that more and more enterprise personnel have recently begun to consider the issue of artificial intelligence governance, and whether more enterprises will launch actual artificial intelligence blockchain projects. We expect that 2008 will be the year of large-scale proof of concept and minimum feasible products. After that, I expect that there will be actual cases, but there is no doubt that there must be obstacles, including expansion, despite recent achievements. Some progress has been made, but it is still a challenge to verify transactions in a timely manner in a large-capacity decentralized blockchain. The director of the artificial intelligence governance center wrote in a frequently cited annual paper that the existing unauthorized blockchain, including Ethereum, is too inefficient to run quite simple applications. Even an application that checks who won a game of chess will be limited by Ethereum at present. However, it is believed that if smart contracts become reliable enough, they may treat international agreements as verification mechanisms. The management system is obviously more optimistic. In the report, it is written that blockchain is becoming an integrated solution that we have been waiting for to incorporate the much-needed transparency. Users basically can't see the internal operation of artificial intelligence systems, so there is a metaphor for black box hybrid blockchain solution. However, if the blockchain technology can't even be expanded, how can it be regarded as a solution to the problem of artificial intelligence black box? The solution to the expansion problem is through mixing. The combined blockchain tells today that no one is discussing the solution of putting a huge data set on Ethereum or its own first-tier blockchain, which involves using both licensed private blockchain and public unlicensed blockchain. It further explains that people force themselves to fall into the thinking that you must fully obtain the license or you must completely open up the hybrid blockchain, and you have your own private blockchain. You can control it and configure it. You can make it run as fast as possible because you have a limit. For example, you may want to register a new version of artificial intelligence on the public chain. The beauty of this hybrid model is that you can choose when you need the non-tampering of the public chain and when you only need to manage the infrastructure yourself. He also stressed that as long as you fully store references in the public blockchain, you can always ensure that these data have not been tampered with, because if tampered, the hash value will not match anything. Everything to be audited can be put on the public blockchain because it is tamper-proof, so whenever I modify artificial intelligence or use a new data set, I will send it to the public blockchain once. One of the big problems of today's artificial intelligence is that people don't know when it will go wrong, but the blockchain provides a way to rewind it, because the blockchain is highly serialized and time stamped, so if the artificial intelligence model starts to show signs of hallucination or inherent deviation, you just need to roll back the artificial intelligence system. Until the latest iteration without these problems, the source of the problem data can be diagnosed. It is pointed out on its website, but others don't believe that blockchain can solve the black box problem of artificial intelligence. Associate professor at the University of Michigan at dearborn and director of the dearborn Artificial Intelligence Research Center told me that it is misleading to describe the transparency of blockchain as the antidote to the black box problem of artificial intelligence, which will not make the inherent internal work of machine learning model easier to understand and will not clearly know the characteristics. Determine how the output can be traced back to the original training data. It is considered that what is really proposed is a version control system, although it has some good functions to track the development and deployment of the model. Nevertheless, it is added that the blockchain can indirectly deal with the black box challenge by providing an audit trail that helps to ensure the data integrity, source and transparency of the data set used for training the model, but this does not make the actual decision-making process easier to explain. When machines unite against human beings and look forward to the future, people are worried about artificial general intelligence. Can blockchain help avoid the nightmare of those models overthrowing elections or even participating in wars? 比特币今日价格行情网_okx交易所app_永续合约_比特币怎么买卖交易_虚拟币交易所平台

注册有任何问题请添加 微信：MVIP619 拉你进入群

文章转载注明 网址：https://netpsp.com/?id=63039