Josh Bloom — The Link Between Astronomy and ML

Josh Bloom — The Link Between Astronomy and ML

Josh explains how astronomy and machine learning have informed each other, their current limitations, and where their intersection goes from here.

(Read more: http://wandb.me/gd-josh-bloom)

---

Josh is a Professor of Astronomy and Chair of the Astronomy Department at UC Berkeley. His research interests include the intersection of machine learning and physics, time-domain transients events, artificial intelligence, and optical/infared instrumentation.

---

Follow Gradient Dissent on Twitter: https://twitter.com/weights_biases

---

0:00 Intro, sneak peek

1:15 How astronomy has informed ML

4:20 The big questions in astronomy today

10:15 On dark matter and dark energy

16:37 Finding life on other planets

19:55 Driving advancements in astronomy

27:05 Putting telescopes in space

31:05 Why Josh started using ML in his research

33:54 Crowdsourcing in astronomy

36:20 How ML has (and hasn't) informed astronomy

47:22 The next generation of cross-functional grad students

50:50 How Josh started coding

56:11 Incentives and maintaining research codebases

1:00:01 ML4Science's tech stack

1:02:11 Uncertainty quantification in a sensor-based world

1:04:28 Why it's not good to always get an answer

1:07:47 Outro

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(136)

Uber, Nissan, and Mercedes Chose This Self-Driving Startup | Alex Kendall, Wayve

Uber, Nissan, and Mercedes Chose This Self-Driving Startup | Alex Kendall, Wayve

"Every vehicle is capable of driverless operation. That's clearly the steady state of where we're going."Wayve started in a rented house in Cambridge with $1.5M, a car in the garage, and an aim to int...

15 Huhti 45min

Why Netflix, Uber, and Spotify Never Lag: The Database Nobody Talks About | Aaron Katz

Why Netflix, Uber, and Spotify Never Lag: The Database Nobody Talks About | Aaron Katz

"Companies designing for agents, not humans, are going to get a lot of lift."ClickHouse started as an internal tool at Yandex. Today it's the database Anthropic, OpenAI, Meta and Tesla all run on.In t...

31 Maalis 43min

The $64M Bet on an AI That Has to Be Right | Carina Hong, CEO of Axiom

The $64M Bet on an AI That Has to Be Right | Carina Hong, CEO of Axiom

Formal verification already consumes years of human effort.In this episode, Lukas Biewald talks with Carina Hong, Founder & CEO of Axiom, about why verification is becoming the real bottleneck in high...

5 Helmi 50min

What a $42B Software Co. Really Spends on AI Tools

What a $42B Software Co. Really Spends on AI Tools

“I don't worry about being replaced by AI. I worry about being replaced by someone who's really good at using AI.”Atlassian has 10,000+ engineers currently split-testing the world’s top AI coding tool...

20 Tammi 1h 7min

Inside the $41B AI Cloud Challenging Big Tech | CoreWeave SVP

Inside the $41B AI Cloud Challenging Big Tech | CoreWeave SVP

The future of AI training is shaped by one constraint: keeping GPUs fed.In this episode, Lukas Biewald talks with CoreWeave SVP Corey Sanders about why general-purpose clouds start to break down under...

6 Tammi 53min

Why Physical AI Needed a Completely New Data Stack

Why Physical AI Needed a Completely New Data Stack

The future of AI is physical. In this episode, Lukas Biewald talks to Nikolaus West, CEO of Rerun, about why the breakthrough required to get AI out of the lab and into the messy real world is blocked...

16 Joulu 20251h

The Engineering Behind the World’s Most Advanced Video AI

The Engineering Behind the World’s Most Advanced Video AI

Is video AI a viable path toward AGI? Runway ML founder Cristóbal Valenzuela joins Lukas Biewald just after Gen 4.5 reached the #1 position on the Video Arena Leaderboard, according to community votin...

1 Joulu 202514min

The CEO Behind the Fastest-Growing AI Inference Company | Tuhin Srivastava

The CEO Behind the Fastest-Growing AI Inference Company | Tuhin Srivastava

In this episode of Gradient Dissent, Lukas Biewald talks with Tuhin Srivastava, CEO and founder of Baseten, one of the fastest-growing companies in the AI inference ecosystem. Tuhin shares the real st...

18 Marras 202559min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
psykopodiaa-podcast
rss-rahapodi
rss-oivalluksia-rahasta-elamasta
mimmit-sijoittaa
rss-rahamania
rss-startup-ministerio
rss-sami-miettinen-neuvottelija
hyva-paha-johtaminen
asuntoasiaa-paivakirjat
ostan-asuntoja-podcast
rahapuhetta
pomojen-suusta
sijoituspodi
juristipodi
rss-uskalla-yrittaa
rss-lahtijat
rss-bisnesta-bebeja
rss-karon-grilli
rss-seuraava-potilas