梁文锋的“左右互搏”：宕机的DeepSeek与闷声发财的幻方

Core Insights - The contrasting fortunes of DeepSeek and Huansheng Quantitative highlight the divergence in AI application effectiveness, with DeepSeek facing significant operational challenges while Huansheng thrives in quantitative trading [1][11][20] Group 1: DeepSeek's Decline - DeepSeek experienced a rapid decline in user engagement, with monthly active users dropping from 180 million to 94.1 million, marking a -6.06% decrease [3][4] - The platform's web traffic has also suffered, with a 9.63% average monthly decline, leading to a 30% reduction from its peak [3][5] - Frequent service outages have damaged user trust, with multiple incidents causing widespread disruptions and negative user experiences [5][7] Group 2: Huansheng Quantitative's Success - Huansheng Quantitative has achieved an impressive average fund return of 52.55% since 2025, significantly outperforming the market index [11][12] - The firm has successfully integrated advanced AI technologies into its trading strategies, allowing for rapid decision-making and execution [15][19] - Huansheng's approach to AI in trading has proven effective, capturing market fluctuations and generating consistent profits, even in a declining stock market [21][25] Group 3: Industry Insights - The contrasting outcomes of DeepSeek and Huansheng underscore a broader issue in the AI industry, where many companies struggle with practical application and monetization of their technologies [22][25] - The AI sector is currently facing challenges related to technological stagnation and difficulties in achieving sustainable profitability [22][25] - The success of companies like Huansheng demonstrates that the true value of AI lies in its ability to solve real-world problems rather than merely generating hype [20][25]