Ben Strong: We have Foundation Models of Earth, now What? Earth Index - MBM#69

Ben Strong: We have Foundation Models of Earth, now What? Earth Index - MBM#69

0 Umsagnir
0
Episode
71 of 82
Lengd
1Klst. 5Mín.
Tungumál
enska
Gerð
Flokkur
Viðskiptabækur

Ben Strong is the Science & Machine Learning Lead at Earth Genome, an NGO working on the intersection of data, science & digital design. Most recently they've been working on Earth Index, an application built on top of Earth embeddings from foundation models. This conversation is the "so what" of Earth foundational model

Sponsor: OpenCage

Use OpenCage for your geocoding needs with their API Geomob AboutLinkedInShownotes Note: Links to books are Amazon Affiliate links. I earn a small commission if you buy any of these books.

Ben’s blogpost on NDA sequencing for the EarthEarth GenomeEarth Index • Book & Podcast recommendation • Demo Copperhead by Barbara Kingsolver ( Affiliate Link • ) Risky BusinessTimestamps (00:00) - Intro (00:46) - Sponsor: OpenCage (02:12) - Ben introduces himself (03:28) - "DNA sequencing" for Earth (13:37) - Not building another Foundation Model (18:06) - Earth embeddings: So what? (21:49) - What does locally finetuned mean? (25:48) - Invite only for now: Why? (29:31) - Journalistic applications (31:59) - Yet another tool for finding images? (35:09) - Deciding what to work on (38:35) - Designing for simplicity (44:14) - So, why hasn't Google made this? (51:18) - Funding (59:54) - Book & podcast Recommendations

Support the podcast on PatreonMy video on an introduction to satellite imagesWebsiteMy TwitterPodcast TwitterRead Previous Issues of the Newsletter • Edited by Peter Xiong • Find more of his work


Hlustaðu og lestu

Stígðu inn í heim af óteljandi sögum

  • Lestu og hlustaðu eins mikið og þú vilt
  • Þúsundir titla
  • Getur sagt upp hvenær sem er
  • Engin skuldbinding
Prófa frítt
is Device Banner Block 894x1036
Cover for Ben Strong: We have Foundation Models of Earth, now What? Earth Index - MBM#69

Other podcasts you might like ...