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🛠️ Practical AI vs. Agentic AI Hype

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Manage episode 524753495 series 3485568
Content provided by Rick Spair. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Rick Spair or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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"Practical AI vs. Agentic AI Hype," examines the significant divide in the enterprise technology landscape of 2025 between successful, governed AI solutions and the unfulfilled promises of autonomous systems. It argues that high-value deployments are consistently found in "Practical AI" applications—such as fraud detection, predictive analytics, and human-assisting tools like copilots and Retrieval-Augmented Generation (RAG)—which focus on simple process automation and administrative support. Conversely, the report dismisses "Agentic AI," or fully autonomous decision-making systems, as marketing hype due to overwhelming failure rates, high implementation risks driven by error cascading, and economic unviability. The analysis uses major financial players like JPMorgan Chase to demonstrate how their substantial $1.5 billion in AI-driven value stems entirely from these practical, "boring" solutions, concluding that the market is pivoting from full autonomy to controlled "Agentic Workflows" to achieve reliable returns on investment.

  continue reading

250 episodes

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iconShare
 
Manage episode 524753495 series 3485568
Content provided by Rick Spair. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Rick Spair or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Send us a text

"Practical AI vs. Agentic AI Hype," examines the significant divide in the enterprise technology landscape of 2025 between successful, governed AI solutions and the unfulfilled promises of autonomous systems. It argues that high-value deployments are consistently found in "Practical AI" applications—such as fraud detection, predictive analytics, and human-assisting tools like copilots and Retrieval-Augmented Generation (RAG)—which focus on simple process automation and administrative support. Conversely, the report dismisses "Agentic AI," or fully autonomous decision-making systems, as marketing hype due to overwhelming failure rates, high implementation risks driven by error cascading, and economic unviability. The analysis uses major financial players like JPMorgan Chase to demonstrate how their substantial $1.5 billion in AI-driven value stems entirely from these practical, "boring" solutions, concluding that the market is pivoting from full autonomy to controlled "Agentic Workflows" to achieve reliable returns on investment.

  continue reading

250 episodes

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