AI Automation: Making AI Work for You - now with GPT-4o Fine-Tuning!

Nathan presents a comprehensive AI automation framework developed over three years, applicable to process automation and generative AI integration. This episode of The Cognitive Revolution, offers critical insights for businesses looking to leverage AI effectively. Learn about choosing AI tasks, understanding work deeply, and optimizing AI performance in the wake of GPT-4 fine-tuning launch.

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CHAPTERS:
(00:00:00) About the Show
(00:00:22) Sponsor: WorkOS
(00:01:22) About the Episode
(00:04:20) Introduction to AI Automation
(00:08:00) Useful Concepts
(00:13:43) Current AI Capabilities
(00:17:24) Sponsors: Oracle | Brave
(00:19:28) 3 Ways to work with AI
(00:25:10) Choosing Work for AI to Do
(00:31:18) Sponsors: Omneky | 80000 hours
(00:33:20) What AI Can Do vs. Can't Do
(00:47:11) Understanding the Work
(00:52:58) Documenting the Work
(01:00:50) Optimising AI Performance
(01:02:14) Prompt Engineering Gold Standards
(01:07:05) Optimising Information: Retrieval Augmented Generation
(01:09:29) Optimising AI Behaviour: Fine-tuning AI Models
(01:20:55) Trade-offs in AI Automation
(01:38:05) No-code Platforms for AI
(01:39:54) Roles in AI Automation
(01:50:38) Outro

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SOCIAL LINKS:

[marco]

Fantastic episode Nathan! The presentation is an absolute treasure! Thanks so much for sharing!

[matt-collins]

Great presentation, Nathan. I love how you laid out such a clear process for approaching an automation project and included very specific, concrete advice like the 10/100/1000 examples.

[flyingfroglaz]

great work on this. your focus on solving REAL applied world practical problems sets you apart- thanks !

[sirishkumar-mz]

AI automation is evolving fast! Consider alternative tools that can help you optimize your AI setups with GPT-4o fine-tuning. #AIAutomation #GPT4o

[milesmaggio]

Excellent context and direction here bud 🎉 Thank you for putting this together for everyone