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(Bonus) Chris Smith: Simple guidelines for AI investment sizing

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Manage episode 389035178 series 2631105
Content provided by Andrew Skotzko. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andrew Skotzko 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://player.fm/legal.

Chris Smith is a longtime engineering leader who has been in the trenches of building with AI & machine learning for years. This is a short, bonus episode to go along with our main conversation: https://pod.fo/e/20a5ef

Topics discussed:

(00:00) AI tooling allows for cost-effective testing.

(06:02) Scoring and statistical measures to track progress.

(09:22) Costs if model needs rebuilding or hyperparameter tuning

(11:31) Order of magnitude investment estimates

(15:10) Decide upfront when to cut bait.

(17:12) Investment essentials for meaningful results and outcomes.


This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit blog.makethingsthatmatter.com
  continue reading

81 episodes

Artwork
iconShare
 
Manage episode 389035178 series 2631105
Content provided by Andrew Skotzko. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andrew Skotzko 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://player.fm/legal.

Chris Smith is a longtime engineering leader who has been in the trenches of building with AI & machine learning for years. This is a short, bonus episode to go along with our main conversation: https://pod.fo/e/20a5ef

Topics discussed:

(00:00) AI tooling allows for cost-effective testing.

(06:02) Scoring and statistical measures to track progress.

(09:22) Costs if model needs rebuilding or hyperparameter tuning

(11:31) Order of magnitude investment estimates

(15:10) Decide upfront when to cut bait.

(17:12) Investment essentials for meaningful results and outcomes.


This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit blog.makethingsthatmatter.com
  continue reading

81 episodes

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