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What role will blockchain play in securing the future of AI-based infrastructure?

Pabio November 20, 2024

The emergence of artificial intelligence (AI) and blockchain technology marks a pivotal moment in digital innovation, providing unprecedented opportunities to transform industries. When combined, they can not only improve operational efficiency, but also address some of the most pressing challenges facing modern businesses processing data at scale: data reliability and integrity.

AI relies heavily on data to learn and make decisions. However, the quality of this data is essential. In an era where misinformation and data integrity issues abound, blockchain technology offers a robust solution. By providing a decentralized ledger ensuring that data is tamper-proof and immutable, blockchain can help improve the reliability of data fed into AI systems.

Calvin Ayre

Reduce AI hallucinations

One of the most significant challenges facing AI systems is the phenomenon known as “hallucinations,” i.e. instances in which AI generates responses that are inaccurate or entirely fabricated . These problems often stem from poor data quality or a lack of verifiable sources, such as when AI models have gorged themselves on too many fast food data sources like forums, social networks and blogs, where humor, gossip and misinformation abound, or when they train on synthetic data produced by the AI itself.

It’s like the end of the first Matrix movie, when Neo dives into Agent Smith, who absorbs him, then explodes. AI must be careful about what it consumes. Without quality data, Large language models risk a “collapse of the model”. Here, blockchain proves invaluable.

Blockchain’s inherent properties of data integrity and immutability play a crucial role in mitigating the risks associated with AI systems. By using a decentralized ledger, these systems can access verified data, significantly reducing the risk of inaccuracies. Additionally, blockchain technology, which is infinitely scalable, can efficiently handle large volumes of transactions, making it well suited to support AI tools which require real-time data. This ensures that the information used by AI is both accurate and trustworthy, improving the reliability of AI-based information and decisions.

Recognize and reward creators

As AI technology continues to advance, the need to recognize and reward content creators becomes increasingly crucial. Blockchain can play a role in this by facilitating micropayments that directly reward creators for their contributions.

With smart contracts on a blockchain, payments can be automated and executed instantly when predefined conditions are met, ensuring creators are fairly compensated for their work. This transparency promotes a more equitable digital ecosystem, allowing artists, writers and developers to benefit from their creations without interference from middlemen. This hints at the potential for a brave new era of “Creator Economy 2.0.” In the same way that the music industry was initially disrupted by piracy and file sharing, before evolving into a new era with streaming services and the monetization of live performances. The creator economy can also evolve in this new era of AI models, offering financial rewards when creative content is featured in AI training data, like some of the first deals starting now to be concluded between major media houses and the fundamental model of AI. owners.

Additionally, blockchain can help protect the rights of creators by recording ownership and usage rights to their content. This is particularly important in the context of AI, where data from various sources is often aggregated to form models. For creators who want to maintain control of their work, blockchain offers a way to prevent unauthorized data traffic and ensure their content is used according to their terms.

Smart contracts and automation

The integration of AI and blockchain also allows the development of smart contracts, that is, self-executing contracts whose terms are directly written in the code. AI can trigger these smart contracts, automating processes that traditionally require human intervention. This automation not only streamlines operations but also improves transparency, as all transactions are recorded on the blockchain and accessible to relevant parties.

For example, in supply chain management, AI can analyze data to predict demand and trigger smart contracts that automatically adjust supplier orders. This leads to more responsive and efficient supply chains, reducing waste and ensuring resources are allocated where they are needed most.

Additionally, smart contracts can facilitate compliance by automatically enforcing regulations and protocols. In industries like finance and healthcare, where following strict guidelines is essential, this capability can significantly reduce the risk of non-compliance.

The future of the Internet lies in the convergence of several technologies, including AI, blockchain and IPv6. The introduction of IPv6, with significantly increased reach IP address space, opens up possibilities for connecting an unprecedented number of devices. Combined with limitless scalable blockchain technology, this can lead to the creation of Metanet, a new internet framework that ensures data security and integrity.

In Metanet, devices can communicate securely and efficiently, leveraging the benefits of blockchain to verify identities and transactions. AI and machine learning can further enhance this ecosystem by providing intelligent insights into data patterns and behaviors, facilitating smarter and more secure interactions.

This integration promises to reshape industries by enabling real-time data sharing and collaboration between devices and users, thereby driving innovation and economic growth. With blockchain ensuring security and transparency and AI providing actionable insights, the potential for creating new business models is limitless.

A truly scalable blockchain, capable of processing over a million transactions per second, will enable cost-effective, middleman-free microtransactions, enabling new forms of digital commerce and restoring the Internet’s early promise of a true peer-to-peer platform. -peer.

The convergence of AI and blockchain represents a transformative change in the digital landscape, driving future digital transformation. By solving data reliability issues, recognizing and rewarding creators, automating operations through smart contracts, and reshaping the Internet, these technologies hold the key to a more secure, efficient, and equitable digital future.

As we continue to explore these possibilities, it is clear that the synergy between AI and blockchain will not only improve operational efficiencies, but also help build trust in the data-driven world we live in.

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This article was produced as part of TechRadarPro’s Expert Insights channel, where we feature the best and brightest minds in today’s technology industry. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you’re interested in contributing, find out more here:

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