Categoria: AI
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Why Open-Source Models Excel in Retrieval: A Clear Perspective in retrieval augmented generation (RAG)
While proprietary models remain dominant in general-purpose applications, open-source systems are carving out a leadership role in this critical subdomain of AI. By understanding and leveraging these strengths, businesses and developers can build better retrieval systems, staying ahead in an increasingly competitive AI landscape.
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An Example of Emotional Intelligence Applied to Conversational AI
EmoLLaMA-chat, as an example of the broader EmoLLMs project, gives us a glimpse of what emotional artificial intelligence can achieve. If used correctly, these models could be powerful tools to improve the relationship between technology and humanity, but they require the right combination of innovation and responsibility.
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(Step 2) Understanding and Managing Technological Disruption with AI and the TOPFramework
Understanding and managing technological disruption is essential for companies that want to thrive in the digital age. AI, as an example of an evolutionary and disruptive technology, requires a strategic and informed approach. The TOP Framework provides the tools and models necessary to navigate this complex landscape, helping organizations assess their technological readiness, identify opportunities,…
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(Step 1) Adopting Artificial Intelligence: Differentiated Strategies for Machine Learning and Generative AI
The TOPFramework, by integrating concepts of technology acceptance, innovation diffusion, and innovation ambidexterity, offers a structured and comprehensive approach to adopting both forms of AI.
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How to Use the TOPFramework for Artificial Intelligence: A Guided Approach
The TOPFramework from TOPForGrowth is designed to help businesses manage the challenges of digital transformation and the adoption of new technologies like Artificial Intelligence (AI). This structured approach addresses the key questions every company should consider when adopting AI. 1. What is Artificial Intelligence, and why is it important to understand its potential and limitations? Artificial…
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The new genAI generation: A Paradigm Shift in Mindset
Introduction: In the evolution of digital transformation, a pivotal shift is underway. It is not demarcated by generational cohorts nor by the sophistication of one’s specific technological toolkit. It is defined by a mindset—a genAI mindset—that is agnostic of age and native digital fluency. The Essence of the genAI Mindset: Perpetual Curiosity: The genAI mindset is characterized…
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Leading with AI: A Manager’s Guide to Practical Business Implementation
1. Introduction Artificial Intelligence (AI) is changing the business world. It’s not just a topic for tech experts; it’s something every business leader needs to know about. Why? Because AI offers new ways to improve our work, serve our customers, and grow our businesses. But let’s be clear: you don’t need to be a tech…
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A Strategic Business Overview: Generative AI Revolutionizing the Digital Landscape
Artificial Intelligence (AI) has been steadily permeating our lives, from powering our smartphones to driving autonomous vehicles, and even enhancing retail experiences. However, a new wave of AI, known as generative AI, is set to revolutionize the digital landscape even further. Generative AI, with applications like ChatGPT Copilot and Stable Diffusion, is capturing the imagination…
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