AI Today Podcast

Skip the AI Proof of Concept [AI Today Podcast]

Jul 24, 2024
AI Today podcast discusses the importance of skipping proofs of concept and going straight to pilot projects in AI. They explore the differences between the two approaches, emphasizing the need for real-world testing and user interaction. The hosts advocate for short, iterative pilots to validate solutions efficiently and avoid project failures.
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ADVICE

Skip Proof of Concepts

  • Skip proof of concepts for AI projects.
  • Focus on pilots using real-world data and environments.
INSIGHT

Proof of Concept vs. Pilot

  • Proof of concepts only demonstrate feasibility in controlled environments, often with unrealistic data.
  • Pilots, using real-world data and users, reveal if a solution truly works in practice.
INSIGHT

Psychological Difference

  • Proof of concepts can create a false sense of security, leading to less rigor and vendor-driven demonstrations.
  • Pilots encourage more serious evaluation with real-world implications.
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