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The rapid advancement of artificial intelligence (AI) has captured global attention, sparking curiosity about its future prospects. While AI has already proven its transformative potential across industries, its widespread adoption faces a significant hurdle: a lack of trust and transparency. The integration of decentralized computation through blockchain technology can address these trust issues, but there is a caveat. Dominic Williams, founder and chief scientist of the DFINITY Foundation, a not-for-profit research and development organization and major contributor to the Internet Computer, emphasizes the need for greater visibility and validation of AI model data sources, collection methods, and accuracy. Without fundamental changes to the transparency of AI programs and their underlying infrastructure, users at all levels will remain skeptical and hesitant to fully leverage these models. The convergence of AI and blockchain technology presents an opportunity for mutual enhancement and broader adoption. However, existing blockchains often lack the necessary infrastructure to support AI models due to limited computing power. Most popular blockchains currently rely on centralized cloud infrastructure, such as Google Cloud and Amazon Web Services, which hampers the speed and efficiency required for AI processing and storage. While attempts to integrate AI with blockchain have garnered negative attention, it is important to clarify that current integration primarily involves running AI with the blockchain instead of running AI on the blockchain itself. These "blockchain AI" projects still heavily rely on centralized servers and plugins that connect centralized AI models with blockchains running on centralized cloud networks. Unfortunately, this approach fails to address the fundamental issues of trust and transparency. To fully unlock the potential benefits of AI on the blockchain, a fully decentralized network is necessary. The Internet Computer (ICP), a decentralized platform with computing power equivalent to or surpassing traditional Web2 cloud servers, can host AI models entirely within smart contracts. This would allow for open-source and tamper-proof training parameters and inputs for large language models. Full integration of AI on the blockchain requires blockchains with processing capabilities comparable to Web2 clouds, which can only be achieved through decentralization. By hosting AI models on the blockchain itself, transparency can be significantly enhanced, increasing trust and accountability for every aspect of the model. The next logical step for long-term success is to build trust in AI models through blockchain technology, which will enhance credibility, accountability, and security, fostering greater user confidence. However, misconceptions about how AI and blockchain can operate together hinder the full potential of the AI ecosystem. Realizing the full potential of AI on the blockchain requires a truly decentralized network capable of storing and processing data to run comprehensive models within smart contracts seamlessly.
A decentralized environment ensures transparency in data processing, enabling users to understand how their data is utilized. Moreover, on-chain AI applications can access and contribute to the same dataset, fostering collaboration within the blockchain ecosystem. The secure and tamper-proof nature of blockchains minimizes the risk of data misuse for malicious purposes. The synergistic relationship between AI and blockchain presents a remarkable opportunity to advance both technologies and establish a more trustworthy and reliable exchange of information. Addressing concerns related to trust and transparency, this integration offers a more reliable and transparent digital ecosystem. The potential of AI on the blockchain extends beyond seamless integration; it includes open-source tamper-proof smart contracts and rapid content generation for metaverses, games, and decentralized social media. The future is promising at the intersection of AI and blockchain, propelling us toward a decentralized future. For more information about Consensus 2024, CoinDesk's influential event on crypto, blockchain, and Web3, visit consensus. coindesk. com to register and purchase your pass. Please note that our privacy policy, terms of use, cookies, and "do not sell my personal information" have been updated. CoinDesk, a leading news and information platform on cryptocurrency, digital assets, and the future of money, adheres to the highest journalistic standards and strict editorial policies. CoinDesk operates independently as a subsidiary of Digital Currency Group, which invests in cryptocurrencies and blockchain startups. As part of their compensation, certain CoinDesk employees, including editorial staff, may receive exposure to DCG equity in the form of stock appreciation rights, vested over a multi-year period. CoinDesk journalists are prohibited from buying DCG stock directly. Dominic Williams is the founder and chief scientist of the DFINITY Foundation, a not-for-profit research and development organization and major contributor to the Internet Computer. Learn more about Please note that our privacy policy, terms of use, cookies, and "do not sell my personal information" have been updated. CoinDesk, a leading news and information platform on cryptocurrency, digital assets, and the future of money, adheres to the highest journalistic standards and strict editorial policies. CoinDesk operates independently as a subsidiary of Digital Currency Group, which invests in cryptocurrencies and blockchain startups. As part of their compensation, certain CoinDesk employees, including editorial staff, may receive exposure to DCG equity in the form of stock appreciation rights, vested over a multi-year period. CoinDesk journalists are prohibited from buying DCG stock directly.
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