Full-stack approach for effective AI agents
Practical AI: Machine Learning, Data Science
English - May 15, 2024 14:00 - 47 minutes - 43.3 MB - ★★★★★ - 37 ratingsTechnology Education How To changelog machine learning deep learning artificial intelligence neural networks computer vision Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
There’s a lot of hype about AI agents right now, but developing robust agents isn’t yet a reality in general. Imbue is leading the way towards more robust agents by taking a full-stack approach; from hardware innovations through to user interface. In this episode, Josh, Imbue’s CTO, tell us more about their approach and some of what they have learned along the way.
There’s a lot of hype about AI agents right now, but developing robust agents isn’t yet a reality in general. Imbue is leading the way towards more robust agents by taking a full-stack approach; from hardware innovations through to user interface. In this episode, Josh, Imbue’s CTO, tell us more about their approach and some of what they have learned along the way.
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Featuring:
Josh Albrecht – Twitter, LinkedInChris Benson – Twitter, GitHub, LinkedIn, WebsiteDaniel Whitenack – Twitter, GitHub, Website
Show Notes:
CARBS (Imbue’s cost-aware hyperparameter optimizer)
Imbue paper on the stepwise nature of self-supervised learning
A paper on initialization/feature learning co-authored by Jamie Simon, a member of Imbue’s technical team
Imbue
Something missing or broken? PRs welcome!