Core Viewpoint - The article emphasizes the transition of generative AI from a flashy technology to a practical tool that delivers real business value, highlighting the importance of "landing" AI applications in real-world scenarios [3][6][10]. Group 1: Current State of Generative AI - Over the past two years, the excitement around generative AI has led to numerous ambitious projects, but many have failed to deliver tangible results, remaining in the demo stage [3][4]. - The disconnect between technology and real business applications has resulted in many AI solutions being perceived as "toys" rather than valuable tools [3][4]. Group 2: Successful Applications of AI - There are notable examples where AI has successfully improved industrial processes, such as enhancing product quality in manufacturing and increasing conversion rates in marketing through personalized content generation [5][6]. - AI is also transforming enterprise operations by streamlining complex processes and freeing employees from repetitive tasks, allowing them to focus on more creative work [5][6]. Group 3: The Importance of "Landing" AI - The concept of "landing" AI is crucial as it directly relates to real investment returns, efficiency improvements, and cost reductions [10]. - Successful AI applications can lead to enhanced user experiences and employee creativity, while poor implementations complicate processes and confuse users [10]. Group 4: The "Big Whale List" Initiative - The "Big Whale List" aims to identify companies that effectively implement AI in two key areas: smart manufacturing and enterprise operations [7][8]. - The initiative seeks to recognize companies that are willing to experiment and iterate in real-world scenarios, thereby growing into significant players in their industries [7][8]. Group 5: Benefits of Participation - Being part of the "Big Whale List" offers companies not only recognition but also opportunities for accelerated growth through industry validation and connections with decision-makers [9][11]. - The list serves as a platform for showcasing successful AI applications, transforming them into industry benchmarks [11][12]. Group 6: Evaluation Mechanism - The evaluation process for the "Big Whale List" focuses on real value and landing results, avoiding superficial concepts and ensuring a rigorous assessment by experts from various fields [12]. - The initiative aims to create value connections through case studies, media exposure, and high-level networking opportunities [12]. Group 7: Future Outlook - As generative AI evolves, the focus will shift from flashy presentations to the practical efforts of companies that are deeply engaged in industry applications [13]. - Companies with verifiable and replicable AI solutions are encouraged to participate in this movement towards a value-driven AI era [13].