AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion cover image

AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

What Iteration Really Means with AI [AI Today Podcast]

Jul 12, 2024
AI projects often fail due to small issues, not big problems. Continuous model iteration is crucial for AI success. The podcast emphasizes the significance of ongoing monitoring, retraining, and budgeting. It stresses the importance of a step-by-step approach, cognitive project management, and interdisciplinary team collaboration for AI project success.
08:15
Creator website

Podcast summary created with Snipd AI

Quick takeaways

  • AI projects fail due to neglecting continuous monitoring and improvement, not big problems.
  • Continuous model iteration and structured methodologies like CPMAI are crucial for AI project success.

Deep dives

The Importance of Continuous Monitoring and Iteration in AI Projects

In AI projects, the critical need for continuous monitoring and iteration is highlighted. Many projects fail due to neglecting ongoing maintenance and improvement. Organizations often fall into the trap of 'set it and forget it' mentality, which leads to a gradual decline in performance known as 'death by a thousand cuts.' Success in AI projects requires a commitment to regular model validation, data monitoring, and adjustment to account for changing data and evolving technologies.

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.
App store bannerPlay store banner
The game changer for learning from podcasts!
Nelson
App Store
I used to use a different app that was able to save excerpts from podcast and really enjoyed it. I could listen to the podcast and quickly save things that I wanted to come back to later. Snipd take this to a whole new level with AI integration, creating summaries of podcasts and summarizing the main takeaways from what I’ve saved and snipped. I really love how it helps me prioritize what podcast to listen to with it summaries & deep dives.
🤯 How amazing is this app?!
Sophie
App Store
Snipd helps me keep track of everything I resonated with from a show. I can always find my snips, listen to them again, share them. And there are so many great product updates regularly! Like the feature to chat with the episode: I can retrieve even more knowledge from an episode 🥹 I’m in love with this app 🤍