Category: Ai Application
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How to Build Your Own Agentic AI System Using CrewAI
How to Build Your Own Agentic AI System Using CrewAI This article demonstrates how to develop your own Agentic AI system using CrewAI framework. By orchestrating specialized agents with distinct roles and tools, we implement a multi-agent team that is capable of generating optimized content for different social media platforms. The post How to Build…
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Why Task-Based Evaluations Matter
Why Task-Based Evaluations Matter This article is adapted from a lecture series I gave at Deeplearn 2025: From Prototype to Production: Evaluation Strategies for Agentic Applications. Task-based evaluations, which measure an AI system’s performance in use-case-specific, real-world settings, are underadopted and understudied. There is still an outsized focus in AI literature on foundation model benchmarks.…
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Enterprise AI: From Build-or-Buy to Partner-and-Grow
Enterprise AI: From Build-or-Buy to Partner-and-Grow Not long ago, a cooperation partner casually approached me with an AI use case at their organization. They wanted to make their onboarding process for new staff more efficient by using AI to answer the repetitive questions of newcomers. I suggested a practical chat approach that would integrate their…