AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Azeem’s Picks: Beyond Deep Learning (with Gary Marcus)
Azeem Azhar's Exponential View
Probabilistic and Distributional Machines
As we start to build in probabilistic things we start to have machines whose behaviors perhaps not as certain as we would, we would like. That starts to I suppose create issues around how do we test these things? How do we sign these things off? How will we go about determining what reliability or robustness means in this AI world? So if you think about like how an airplane works nowadays there's actually provable, verifiable software for certain parts of the kernel. You know that's going to work. Just like we know that about USB drivers now it didn't used to be true right? Windows used to crash all the time.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode