20 min

(Bonus) Chris Smith: Simple guidelines for AI investment sizing Make Things That Matter

    • Ledarskap

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

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

20 min