Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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continue reading
Content provided by Maxime Lenormand. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Maxime Lenormand or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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What does a Foundational Model of Earth look like? Clay Foundation: Bruno Sanchez-Andrade Nuño - MBM#67
Manage episode 420025308 series 2913396
Content provided by Maxime Lenormand. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Maxime Lenormand or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Bruno Sanchez is the Executive Director of the Clay Foundation, which just released their v1 of a “Foundational Model of Earth”. We talk about what that means, building open source & non profits and can’t help but draw parallels to the not-so-open anymore OpenAI. Previously Bruno was the Program Director of the Microsoft Planetary Computer
Sponsor: OpenCage
Use OpenCage for your geocoding needs with their API
Geomob
Shownotes
Note: Links to books are Amazon Affiliate links. I earn a small commission if you buy any of these books.
- Clay
- My previous interview with Bruno
- Book & Podcast recommendation
- A Thousand Brains by Jeff Hawkins (Affiliate Link)
- Bad Therapy by Abigael Shrier (Affiliate Link)
Timestamps
(00:00) - Intro
(01:59) - Sponsor: OpenCage
(03:39) - What is a Foundational Model?
(08:45) - Foundational Task
(11:00) - Embeddings, and why they matter
(13:49) - Comparing to compression algorithms
(16:57) - What do embeddings enable?
(19:50) - Finding the Relationship between data
(24:16) - Implementation of monitoring all the data - I believe this is where you're going with the question
(25:44) - Implementation details
(27:52) - Validating a foundational model
(33:49) - Earth is a "limited problem"
(42:47) - Funding as a non-profit
(47:53) - Raising enough philanthropic funding
(53:02) - A Litmus test for open projects
(56:26) - Future predictions
(58:01) - Transparency/privacy
(01:00:53) - Commercial data
(01:03:36) - Openstreetmap
(01:05:49) - Updating foundational models
(01:12:17) - Clay model v2?
(01:13:43) - Dataset to embedding size comparison
(01:14:41) - Model v2 - continued
(01:16:45) - Difference working at a non-profit vs a corp
(01:20:27) - Book & Podcast recommendation
(01:24:01) - Support the podcast on Patreon!
71 episodes
Share
Manage episode 420025308 series 2913396
Content provided by Maxime Lenormand. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Maxime Lenormand or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Bruno Sanchez is the Executive Director of the Clay Foundation, which just released their v1 of a “Foundational Model of Earth”. We talk about what that means, building open source & non profits and can’t help but draw parallels to the not-so-open anymore OpenAI. Previously Bruno was the Program Director of the Microsoft Planetary Computer
Sponsor: OpenCage
Use OpenCage for your geocoding needs with their API
Geomob
Shownotes
Note: Links to books are Amazon Affiliate links. I earn a small commission if you buy any of these books.
- Clay
- My previous interview with Bruno
- Book & Podcast recommendation
- A Thousand Brains by Jeff Hawkins (Affiliate Link)
- Bad Therapy by Abigael Shrier (Affiliate Link)
Timestamps
(00:00) - Intro
(01:59) - Sponsor: OpenCage
(03:39) - What is a Foundational Model?
(08:45) - Foundational Task
(11:00) - Embeddings, and why they matter
(13:49) - Comparing to compression algorithms
(16:57) - What do embeddings enable?
(19:50) - Finding the Relationship between data
(24:16) - Implementation of monitoring all the data - I believe this is where you're going with the question
(25:44) - Implementation details
(27:52) - Validating a foundational model
(33:49) - Earth is a "limited problem"
(42:47) - Funding as a non-profit
(47:53) - Raising enough philanthropic funding
(53:02) - A Litmus test for open projects
(56:26) - Future predictions
(58:01) - Transparency/privacy
(01:00:53) - Commercial data
(01:03:36) - Openstreetmap
(01:05:49) - Updating foundational models
(01:12:17) - Clay model v2?
(01:13:43) - Dataset to embedding size comparison
(01:14:41) - Model v2 - continued
(01:16:45) - Difference working at a non-profit vs a corp
(01:20:27) - Book & Podcast recommendation
(01:24:01) - Support the podcast on Patreon!
71 episodes
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Similar to Minds Behind Maps
Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
…
continue reading
Get in-depth coverage of current and future trends in technology, and how they are shaping business, entertainment, communications, science, politics, and society.
…
continue reading
Outsource Acelerator Podcast, hosted by Derek Gallimore, explores business and outsourcing mastery. Inside-knowledge from the outsourcing capital of the world - Manila, Philippines.
…
continue reading
PT Inquest is an online journal club. Hosted by Jason Tuori, Megan Graham, and Chris Juneau, the show looks at an article every week and discusses how it applies to current physical therapy practice.
…
continue reading
Whether we wear a lab coat or haven't seen a test tube since grade school, science is shaping all of our lives. And that means we all have science stories to tell. Every year, we host dozens of live shows all over the country, featuring all kinds of storytellers - researchers, doctors, and engineers of course, but also patients, poets, comedians, cops, and more. Some of our stories are heartbreaking, others are hilarious, but they're all true and all very personal. Welcome to The Story Collider!
…
continue reading
Custom Manufacturing Industry podcast is an entrepreneurship and motivational podcast on all platforms, hosted by Aaron Clippinger. Being CEO of multiple companies including the signage industry and the software industry, Aaron has over 20 years of consulting and business management. His software has grown internationally and with over a billion dollars annually going through the software. Using his Accounting degree, Aaron will be talking about his organizational ways to get things done. Hi ...
…
continue reading
It was the deadliest string of shark attacks the world has ever seen. In 2011, sharks in Réunion, a beautiful island, way out in the Indian Ocean started biting people way more than ever before and with lunatic violence. The epidemic forced local surfers, politicians, and business owners into a proxy war with ocean lovers and conservationists worldwide, where long simmering tensions boiled over. Réunion: Shark Attacks in Paradise is the story of what happened on this beautiful island, and t ...
…
continue reading
The Tai Lopez podcast brings you the best business education straight from the world's top entrepreneurs. I will also review the best books in health, wealth, love and happiness that will help you achieve your maximum potential and live the best life possible.
…
continue reading
Come dive into one of the curiously delightful conversations overheard at National Geographic’s headquarters, as we follow explorers, photographers, and scientists to the edges of our big, weird, beautiful world. Hosted by Peter Gwin and Amy Briggs.
…
continue reading
How can we, humans, look at our relationship to nature differently? In season three of Going Wild, on top of stories about animals, we invite you to journey through the entire ecological web — from the tiniest of life forms to apex predators — alongside the scientists, activists and adventurers who study it. Wildlife biologist and host Dr. Rae Wynn-Grant has been studying wild animals in their natural habitats all over the world for years. Our award-winning podcast takes you inside the hidde ...
…
continue reading
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