# Bài viết Liên quan Trustless Systems

Trung tâm Tin tức HTX cung cấp những bài viết mới nhất và phân tích chuyên sâu về "Trustless Systems", bao gồm xu hướng thị trường, cập nhật dự án, phát triển công nghệ và chính sách quản lý trong ngành tiền kỹ thuật số.

After the Developer Count Halved: Crypto Is Not Dead, It's Just Ceding Talent to AI

Following a significant decline in the total number of open-source crypto developers, from a peak of 45K in 2022 to approximately 23K by 2026, this article argues the industry is undergoing a "talent deleveraging" rather than a collapse. The exodus primarily consists of newcomers who entered during the bull market, while the core of experienced developers (2+ years) has grown to a record high, contributing around 70% of code. These established builders are concentrating in ecosystems with real users and revenue, like Bitcoin and Solana. The article posits that crypto has cultivated a unique skill set in building trustless, autonomous systems with near-zero tolerance for error—a capability now finding high demand in the AI era. As AI scales, it faces structural gaps in decentralized compute aggregation, multi-agent coordination/incentive alignment, and autonomous payment infrastructure. Crypto builders are transitioning their expertise to address these exact problems. Examples include CoreWeave (mining to AI compute), Hyperbolic (decentralized compute verification), EigenLayer (extending restaking mechanisms to AI agent governance), and the x402 protocol (enabling AI agent micro-payments via stablecoins). The role of the crypto builder is evolving from writing smart contracts to designing the rule-based, trust-minimized frameworks necessary for AI-native systems. Venture capital is increasingly funding this convergence, viewing it as a structural opportunity rather than a narrative shift. The core talent and systemic design principles from crypto are not disappearing but being re-priced and applied to the foundational challenges of scalable AI.

链捕手05/18 13:37

After the Developer Count Halved: Crypto Is Not Dead, It's Just Ceding Talent to AI

链捕手05/18 13:37

a16z Latest Research: Why Blockchain is a Necessity in the AI Era?

A16z report argues that blockchain is essential in the AI era to address the fundamental challenges posed by AI's ability to cheaply and convincingly mimic human activity at scale. The internet lacks a native way to distinguish humans from machines while preserving privacy and usability. Blockchain addresses this by: 1. **Raising the cost of AI impersonation**: Decentralized proof-of-personhood systems (e.g., World ID) make it easy for one human to participate but prohibitively difficult to fake multiple identities, restoring scarcity and increasing the marginal cost of large-scale attacks. 2. **Creating decentralized identity systems**: Unlike centralized IDs, blockchain-based systems are user-custodied, resistant to censorship, and avoid single points of failure. 3. **Providing portable "passports" for AI agents**: Blockchain enables universal, portable identity layers that allow AI agents to operate across platforms with consistent credentials, permissions, reducing forgery risk. 4. **Enabling machine-scale payments**: Blockchain infrastructure (e.g., L2s, rollups) supports microtransactions and nano-payments essential for AI-to-AI commerce, which traditional finance cannot handle. 5. **Enforcing privacy in AI systems**: By integrating zero-knowledge proofs, blockchain allows verification of attributes without exposing raw data, depriving AI of the data needed for imitation and making privacy a core defense. In summary, blockchain rebuilds trust by making impersonation expensive, decentralizing identity, ensuring privacy by default, and giving AI agents native economic rails. It is a critical component for an AI-native internet that operates efficiently without eroding trust.

marsbit02/05 06:06

a16z Latest Research: Why Blockchain is a Necessity in the AI Era?

marsbit02/05 06:06

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