Ep 755: Managing the AI Capability Gap: AI Is More than Ready. Most Companies are Not (Start Here Series Vol 19)

Would you show up to compete in a Formula One race in a bike? 🚴‍♂️

Like.... you could. But you'd get smoked. 

Yet, that's the exact AI strategy that 99% of enterprises are going through when it comes to AI adoption. 

And the studies prove that not-so-hot-take to be true. The capability gap between what today's frontier AI models can do and what enterprise companies actually use them for is jaw-dropping. 

So, how do you manage it? 

Join us for our latest Start Here Series show to find out. 

Managing the AI Capability Gap: AI Is More than Ready. Most Companies are Not -- An Everyday AI Chat with Jordan Wilson

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Topics Covered in This Episode:

1. AI Capability Gap Definition & Urgency
2. Frontier AI vs. Human Expert Benchmarks
3. Anthropic AI Knowledge Worker Usage Study
4. Top 6% AI Company Adoption Strategies
5. Five Causes of the AI Capability Gap
6. Recursive Self-Improvement in AI Models
7. AI Adoption vs. Organizational Workflow Design
8. Closing the AI Capability Gap with Metrics
9. AI Automation in Professional Knowledge Work
10. Managing AI Risk Tiers & Process Redesign

Timestamps:

00:00 Understanding the AI capability gap

05:32 Jack Clark on AI progress

08:42 The AI adoption gap explained

11:00 Start Here series introduction

14:48 Evaluating AI on real tasks

16:08 Rapid advancements in AI capabilities

20:43 AI's impact on work and skills

24:36 Latest AI models improving products

27:00 AI adoption challenges and capability gaps

32:07 Automating workflows and assessing risk

34:19 The AI capability gap report

Keywords: 

AI capability gap, AI adoption, artificial intelligence, organizational adoption, business workflow automation, AI models, AI performance benchmark, industry professionals, Frontier

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Start Here ▶️

Not sure where to start when it comes to AI? Start with our Start Here Series. You can listen to the first drop -- Episode 691 -- or get free access to our Inner Cricle community and all episodes: StartHereSeries.com 

Also, here's a link to the entire series on a Spotify playlist.