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3 razones por las que los beneficios prometidos de la IA aún están lejos
El bombo publicitario de la IA está generando cientos de miles de millones de dólares en inversiones. Sin embargo, la IA sigue lastrada por la falta de coherencia de los datos y la fragmentación de los conocimientos. Uno de ellos -sorprendentemente- es que no se le dan bien las matemáticas. Descubra los otros dos en este perspicaz artículo de Forbes.
AI is designed to identify patterns in large datasets rather than perform step-by-step calculations. This leads to inaccuracies in basic math tasks, which is problematic for business applications where precision is crucial. For instance, the latest version of ChatGPT achieved only 64% accuracy on math problems, which is not acceptable for critical business data.
What challenges do organizations face with their data?
Many organizations struggle with messy and inconsistent data due to years of quick fixes, acquisitions, and neglect. This 'technical debt' complicates the implementation of AI, as poor data quality can render AI systems ineffective. Experts suggest that until organizations address these data issues, the potential benefits of AI will remain unrealized.
How does siloed expertise affect AI implementation?
Siloed expertise creates barriers to collaboration between those who understand AI and those who grasp the business challenges that need addressing. This lack of communication can prevent organizations from effectively leveraging AI, as seen in cases like Novartis, where investments in technology did not translate into operational improvements until cross-functional collaboration was prioritized.
3 razones por las que los beneficios prometidos de la IA aún están lejos
published by HBE
Somos una consultora especialista en ofrecer una valiosa estrategia de soluciones dentro de la industria de “Transformación Digital”, esto está basado en 4 unidades de negocio las cuales trabajan en sinergia para ofrecer la integración de servicios llave en mano a nuestros socios comerciales.
Somos especialistas en una de las plataformas más grandes de ERP’s y CRM (Microsoft Dynamics 365).
Nuestra experiencia nos permite mejorar todos los procesos operativos de su negocio, contamos con alianzas con Microsoft, LS Retail, CA-Microsystems, entre otras) para poder ofrecerle oportunidades de mayor manejo de eventos críticos y finalmente, lograr la transformación digital de su empresa.
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