Vek Builders Amsterdam Station Concludes: Exploring AI Quantitative Practices in Real Market Environments

As the Weike BUILDERS series of events continues to advance across Europe, the Amsterdam stop recently concluded successfully. This event centered on the theme of “Trading Practices in Real Market Environments,” attracting local trading researchers, quantitative developers, Web3 practitioners, and crypto industry observers, who engaged in in-depth discussions on the application of AI technology in trading scenarios.

Unlike previous industry salons that focused more on conceptual sharing, this event emphasized strategy demonstrations and technical discussions in real environments. Several participants shared their trading ideas, risk control logic, and system design experiences in public settings, and conducted live reviews and analyses of strategy performance in response to actual market fluctuations.

AI-Driven Systems vs. Human Decision-Making Practice Comparison

The Amsterdam event featured a new format attempt. Multiple strategy demonstration segments were set up in live trading environments, with some participants using automated trading systems to execute strategies, while others relied on manual decision-making. The differences in pacing, risk response, and execution logic between these approaches became a key focus of the discussion.

Through multiple demonstrations in real market conditions, participants engaged in extensive exchanges on topics such as “The role boundaries of AI in trading,” “Stability of automated systems,” and “The necessity of human intervention.” This comparison based on real environments made the technical differences more intuitive.

Active Participation from European Developers, Rich On-Site Interaction

As one of Europe’s key cities for technology and innovation, Amsterdam attracts a large number of Web3 and quantitative development professionals. During the event, many participants engaged in in-depth discussions with platform technical staff on issues such as API integration experience, strategy backtesting methods, and parameter tuning logic.

In the Q&A and free exchange sessions, several developers expressed hope to see more technical activities that incorporate real market environments in the future, emphasizing practical implementation over theoretical validation of strategies. This problem-oriented communication approach aligns with the core focus of the BUILDERS series.

From Single Events to Regional Network Expansion

With the successive hosting of events in London, Paris, and Amsterdam, the BUILDERS series is gradually forming an offline communication network covering major European cities. Although participants from different cities have diverse backgrounds, the discussion always revolves around the same question: how to build sustainable and verifiable trading systems in real market environments.

Ethan, co-founder and Chief Security Officer of Weike, stated at the event that the future of the BUILDERS series will continue to promote progress through live demonstrations and in-depth technical exchanges, pushing AI trading from conceptual to practical application.

In the context of the crypto industry’s gradual maturity, mere conceptual discussions are no longer sufficient to meet practitioners’ needs. Practice-based exchanges grounded in real market environments are becoming a new consensus within the tech community.

Weike BUILDERS Amsterdam is a stage exploration under this trend.