Episode
Full-stack approach for effective AI agents
- Podcast
- Practical AI
- Published
- May 15, 2024
- Duration seconds
- 2822
- Processing state
failed- Canonical source
- https://share.transistor.fm/s/b5914d1d
Actions
POST https://stenobird.com/v1/public/podcasts/practical-ai/episodes/full-stack-approach-for-effective-ai-agents/transcription-requests
Idempotently request low-priority transcript generation for this episode.GET https://stenobird.com/podcast/practical-ai/full-stack-approach-for-effective-ai-agents.md
Read the agent-friendly Markdown representation of this episode resource.
Summary
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. Sponsors: Neo4j – Is your code getting dragged down by JOINs and long query times? The problem might be your database…Try simplifying the complex with graphs. Stop asking relational databases to do more than they were made for. Graphs work well for use cases with lots of data connections like supply chain, fraud detection, real-time analytics, and genAI. With Neo4j, you can code in your favorite programming language and against any driver. Plus, it’s easy to integrate into your tech stack. Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs . Featuring: Josh Albrecht – LinkedIn , X Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X 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 Upcoming Events: Register for upcoming webinars here !