The Importance of Data Management in AI

3min Snip

00:00

Play full episode

Summary

Transcript

Episode notes

It really depends on the application. It's probably in the low of thousands of samples I'm taking a guess to get to statistical, you know, accuracy. Elon feels they're really close. And he's felt that way for a long time. But there is a tipping point where when you got,. you know, a million cars on the road collecting data, he told me they have too much data now.

This Week in Startups is brought to you by… Eight Sleep. Good sleep is the ultimate game changer. Now you can add the Pod Pro Cover to any mattress! Go to eightsleep.com/twist to check out the Pod Pro Cover and get $150 off at checkout! Carta now lets you launch and administer SPVs for your syndicate. Share your knowledge, capital, and network to launch your syndicate SPVs through Carta. Get 10% off your first SPV at carta.com with promo code TWIST. LinkedIn Marketing. To redeem a $100 LinkedIn ad credit and launch your first campaign, go to linkedin.com/thisweekinstartups *

Today’s show:

PathAI CEO Andy Beck joins Jason to discuss AI in the medical field (1:58), demos his product, which uses AI to analyze millions of cells (15:37), and much more!

Time stamps: (00:00) PathAI CEO Andy Beck joins Jason (1:58) How AI aids with health diagnosis (5:46) Analyzing biopsy images and labs switching to digital (7:43) How images and annotations from Pathologists are used to train the AI model (9:58) Eight Sleep - Go to https://eightsleep.com/twist to check out the Pod Cover and get $150 off at checkout! (11:30) Resistance to machine learning in the medical field (15:37) Andy demos PathAI’s AIM-PD-L1 algorithm (21:01) The measure it manage it phase and the road to more effective diagnosis (26:01) Carta - Get 10% off your first SPV at https://carta.com with promo code TWIST (27:27) The past 50 years in cancer diagnosis and looking into the next 10 (33:49) LinkedIn Marketing - Get a $100 LinkedIn ad credit at https://linkedin.com/thisweekinstartups (35:05) The use and scale of datasets and creation of systems in a capitalistic society (45:40) How PathAI is able to minimize hardware constraints (48:22) Democratizing access to health expertise

Check out PathAI: https://www.pathai.com/ Follow Andy: https://twitter.com/andybeck *

Read LAUNCH Fund 4 Deal Memo: https://www.launch.co/four

Apply for Funding: https://www.launch.co/apply

Buy ANGEL: https://www.angelthebook.com

Great recent interviews: Steve Huffman, Brian Chesky, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarland, PrayingForExits, Jenny Lefcourt

Check out Jason’s suite of newsletters: https://substack.com/@calacanis

Follow Jason:

Twitter: https://twitter.com/jason

Instagram: https://www.instagram.com/jason

LinkedIn: https://www.linkedin.com/in/jasoncalacanis

Follow TWiST:

Substack: https://twistartups.substack.com