As the third-quarter market performance draws to a close, the Hong Kong stock market, having weathered volatile pullbacks in September, opens a fresh window for strategic positioning. Recently, multiple securities firms have issued a flurry of recommendations for Hong Kong stock allocations. They generally believe that external disruptive factors are losing steam, leaving limited room for further valuation declines, and that the current pullback could present a favorable opportunity for positioning. When it comes to allocation strategies, the barbell approach of 'using dividend assets as a foundation and AI themes as an offensive play' has emerged as the preferred choice among institutions, emphasizing growth through the AI application chain and defense via dividend assets. As the third-quarter earnings disclosure period looms, market attention is shifting from macroeconomic disruptions to fundamental validation, with the progress of AI commercialization and the sustainability of high-dividend asset payouts becoming central considerations for Hong Kong stock allocations.