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How does Blockchain ensure AI against skepticism?

December 2, 2024
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As artificial intelligence (AI) continues to spread into every corner of daily life, skepticism about its reliability is growing in parallel. Concerns about shady algorithms, unethical data practices and a lack of accountability are pervasive in public discussions.

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TinTucBitcoin interviewed Matthijs de Vries, founder of Nuklai, to discuss whether blockchain could be the solution.

AI’s ‘Black Box’ Problem, Why Blockchain Could Be the Answer

Blockchain is often only discussed alongside cryptocurrencies in public conversations. Recently, however, it has emerged as an unexpected ally for AI.

AI technology can change public perception by leveraging blockchain’s ability to create transparent and auditable records of data usage, model training, and algorithmic decisions.

AI systems are often called “black boxes,” making decisions without providing much clarity about how those decisions are made. This lack of clarity is especially problematic in essential sectors such as finance, healthcare and politics, where the stakes are high. This, naturally, shakes public confidence in its reliability.

According to KPMG, three out of five people, or 61%, incredulous about trusting AI systems. 67% recorded a low to moderate level of AI adoption. Across industries, the use of AI in human resource management is the least trusted and accepted, while the application of AI in healthcare is the most trusted and accepted.

Matthijs de Vries, founder of Nuklai, believes that blockchain can provide a solution.

“Blockchain plays an important role in increasing transparency and trust in AI by establishing clear ownership of both data and AI models. With blockchain, every transaction and change is securely recorded, creating a clear trail that anyone can verify,” de Vries said in an interview with TinTucBitcoin.

The decentralized nature of blockchain is built on transparency, which is a huge strength in this context. This approach changes the rules of the game for AI development when it comes to using data ethically.

“High-quality and large-scale data is essential for AI development, but access to this data is increasingly limited. Blockchain provides a way to reward data providers fairly and ensure ethical data use,” de Vries added.

Blockchain and AI in Science and Finance

This is especially important in the healthcare industry. According to Frontiers in Digital Health, blockchain-powered AI tools in healthcare can increase data security and improve patient trust by implementing transparent data sharing practices.

Comparing medical supply chain applications and blockchain frameworks.
Comparing medical supply chain applications and blockchain frameworks. Source: Frontiers.

This is crucial as AI tools increasingly rely on diverse data sets to avoid bias. If blockchain integration can become a reality, health systems can ensure that their AI tools are trained accurately and can protect patient information.

In the financial sector, blockchain has become the foundation for transparency. According to the Journal of Business Research, the banking industry accounts for nearly 30% of blockchain adoption, making it its biggest advocate, and with good reason.

Blockchain adoption by industry, 2024.
Blockchain adoption by industry, 2024. Source: Journal of Business Research.

Blockchain can help track AI systems used in fraud detection or investment management, ensuring data integrity and regulatory compliance. This combination is powerful as financial institutions integrate AI into decision-making processes that require significant accountability and public trust.

Progress in Other Fields

Beyond these sectors, blockchain-powered AI can improve transparency in politically sensitive areas. AI systems in public policy or election monitoring could face scrutiny for opaque algorithms. The blockchain ledger records every step of AI decisions, ensuring authenticity and increased accountability.

One of blockchain’s most significant contributions to AI is its ability to resolve disputes. Blockchain provides an immutable record of data and processes, providing irrefutable evidence for accusations of AI bias. This same logic applies to creative industries like AI marketing, where it can address issues of intellectual property rights or advertising fraud.

“Blockchain eliminates the middleman and provides proof that things are real. This builds trust between advertisers, publishers and consumers. It also helps prevent ad fraud, ensuring that advertisers get what they pay for,” said one researcher. has been recognized in the letter.

Blockchain doesn’t just help consumers trust advertisers. It also helps marketing companies complete their work. One of the biggest problems facing traditional advertisers is the lack of transparency in ad tracking and verification. As a result, it’s difficult for agencies to know whether their ads are actually being seen by real humans.

Blockchain solves this problem by creating a permanent record of ad views, clicks, and other interactions. This technology also minimizes direct communication between advertisers and publishers, completely eliminating intermediaries such as ad networks or agencies.

Solving Scalability and Interoperability Challenges

Despite this great potential, integrating blockchain with AI is not easy. Scalability remains a major obstacle. Blockchain networks, by design, require significant computational power, and combining them with resource-intensive AI systems further exacerbates this challenge.

According to a study by SpringerLink, many blockchain platforms marketing is “production ready” is still in beta, with frequent updates causing compatibility issues. These limitations make implementing blockchain solutions at scale difficult, especially for complex AI projects.

Interoperability is another question mark. A study announced on IEEE Xplore highlights the lack of standardization across blockchain platforms, which creates fragmentation and slows adoption. Due to these heterogeneities, developers find it difficult to integrate blockchain systems with existing AI frameworks.

“User experience in Web3 remains a significant barrier. Many tools and platforms are not intuitive, creating a steep learning curve for those new to blockchain development,” de Vries added.

Still, there is progress on the horizon. Cross-industry collaboration and open source development are paving the way for scalable and user-friendly blockchain solutions. De Vries believes there is still hope.

“We are seeing an increase in coordination efforts and ecosystem building, where multiple projects work together to develop common frameworks and solutions,” de Vries concluded.

As blockchain adoption becomes more widespread, estimated by Statista to reach a global market size of $1.2 trillion by 2032, the integration of these technologies could redefine trust in these systems. affects the global community.

Blockchain technology forecast until 2032.
Blockchain technology forecast to 2032. Source: Statista.

Although some people may be increasingly skeptical of artificial intelligence, blockchain offers a path to transparency. It ensures that machines not only think but also think responsibly. Whether it is protecting patient data, optimizing financial systems or holding AI systems accountable, blockchain could be the salvation to end AI’s woes.

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