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In today's era of widespread AI adoption, many people worry that their jobs will be taken over by machines. However, there are certain professions that are unlikely to be completely replaced, even with the rapid advancement of AI technology. These professions include investment banking, law, accounting, evaluation, and independent directorship. So, why can't these jobs be replaced by AI? Because they require a tremendous amount of human intelligence, experience, and judgment, especially when dealing with complex and ambiguous cases. Although AI can process large amounts of data and repetitive tasks, human insight and decision-making abilities are still irreplaceable in critical moments. Professions like investment banking, law, and accounting require a great deal of interpersonal communication and interaction, which AI currently cannot fully replicate. Moreover, in these fields, trust and reputation are crucial, and human expertise and experience are more likely to win clients' trust. The work of evaluators and independent directors also requires a great deal of human judgment and expertise. They need to evaluate complex data and information, make key decisions that require not only technical knowledge but also rich experience and business acumen. Finally, the ability to take responsibility is also a core competency of these professions. Although AI can process large amounts of data, human sense of responsibility and moral awareness are still irreplaceable in critical moments. In the business world, the ability to take responsibility refers to the ability to remain calm and decisive under pressure, which is a unique human advantage.

Recently, a project in the Solana ecosystem has caught my attention, and for good reason: it's so impressive that the Solana official account changed its avatar for it! I searched and found that this is only the third time the Solana official account has changed its avatar since its launch in 2020. To give some context, the previous two times the avatar was changed were to celebrate the iteration of Solana Mobile and the growth of the ecosystem at the end of 2025, and to acknowledge the impact of Mad Lads on the Solana NFT market in 2023. The significance of these changes is clear: changing the avatar is a sign of recognition and approval of a project's importance in the Solana ecosystem. In my opinion, this recognition implies a preview of the changes in Solana's ecosystem support and core competitiveness in the next 3-5 years. In the past bull market, the Solana ecosystem was all about memes and prices. In the previous bull market, it was about DePin, NFT, and DeFi. But now, in 2026, the story should change. It's fitting with the theme of today's explosion of privacy, and it's also in line with the current needs of users on the Solana chain. If more complex applications are to be built on the chain, can the chain guarantee the protection of users' sensitive data? In other words, do users' assets, transaction intentions, institutional strategies, AI inputs, and data collaboration results all have to be exposed in a public environment? This is where Arcium comes in, solving a real pain point in the Solana ecosystem and not just telling a story. To put it simply, there are some basic needs that are not being met: in DeFi scenarios, open order flows can lead to front-running and strategy exposure; in institutional scenarios, fund movements and position changes are hard to keep completely public; in AI scenarios, user inputs, model parameters, and data sources often have privacy attributes; and in DePIN or data markets, data needs to be verified and used, but not necessarily readable by everyone. Therefore, if Solana wants to evolve from a 'high-performance trading chain' to a 'high-performance application network', it needs to fill the gaps in privacy computing, data protection, and complex application execution. Arcium is targeting this layer: striving to become the confidential computing infrastructure on Solana. Specifically, Solana provides the underlying settlement, account status, and high-performance execution environment, while Arcium provides a computing network that can handle encrypted data on top of that. Developers can give sensitive inputs to Arcium's computing environment, complete calculations without individual nodes having complete control over the data, and then return the results to the chain application. The MXE (MPC Execution Environment) mentioned in the Arcium documentation can be understood as the execution environment for confidential computing tasks. The value of this architecture lies in providing Solana applications with a new way of building: applications no longer have to choose between 'completely public' and 'completely centralized', but can find a balance between chain verifiability and data confidentiality. So, what scenarios can developers apply Arcium to? Personally, I think there are three main ones: confidential DeFi needs, confidential payments, and AI-related scenarios. In summary: Arcium is a basic infrastructure product in the Solana ecosystem, and its core value is reflected in all aspects. In short, a team that wants to develop on Solana while emphasizing privacy cannot avoid Arcium.