Kumo’s Hema Raghavan: Turning Graph AI into ROI
Training Data21 Tammi 2025

Kumo’s Hema Raghavan: Turning Graph AI into ROI

Hema Raghavan is co-founder of Kumo, a company that makes graph neural networks accessible to enterprises by connecting to their relational data stored in Snowflake and Databricks. Hema talks about how running GNNs on GPUs has led to breakthroughs in performance as well as the query language Kumo developed to help companies predict future data points. Although approachable for non-technical users, the product provides full control for data scientists who use Kumo to automate time-consuming feature engineering pipelines. Mentioned in this episode: Graph Neural Networks: Learning mechanism for data in graph format, the basis of the Kumo product Graph RAG: Popular extension of retrieval-augmented generation using GNNs LiGNN: Graph Neural Networks at LinkedIn paper KDD: Knowledge Discovery and Data Mining Conference Hosted by: Konstantine Buhler and Sonya Huang, Sequoia Capital

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

Jaksot(109)

Box's Aaron Levie: On Reinventing Yourself in the AI Age and Enterprise Diffusion

Box's Aaron Levie: On Reinventing Yourself in the AI Age and Enterprise Diffusion

Starting a company is hard. Reinventing your company for AI as a public company with quarterly earnings results is even harder. Aaron Levie has pulled off the transition with Box and offers hard-won a...

15 Syys 1h 5min

Making Cities Awesome: Peregrine’s Nick Noone & Ben Rudolph

Making Cities Awesome: Peregrine’s Nick Noone & Ben Rudolph

Most public safety technology companies grow by collecting more data. Peregrine inverted the model: no sensors, no new data, a business built on connecting the data and information cities already own....

1 Syys 52min

Parallel’s Parag Agrawal: Building a New Web for AI Agents

Parallel’s Parag Agrawal: Building a New Web for AI Agents

Parag Agrawal is making a bet that goes against two decades of web search: agents will query the web a thousand times more than humans ever have, and the infrastructure built around human clicks is wr...

25 Elo 55min

Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again

Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again

Rich Sutton, who helped pioneer reinforcement learning and wrote the seminal AI essay The Bitter Lesson, has now cofounded Oak Lab with his former student Khurram Javed. Their goal: to build agents th...

18 Elo 53min

Chai Discovery's Bitter Lesson: Drug Design Is Another Scaling Problem

Chai Discovery's Bitter Lesson: Drug Design Is Another Scaling Problem

Most people treat biology as a bespoke, messy science. Josh Meier and Matt McPartlon, co-founders of Chai Discovery, treat it as an engineering problem. They make the case that drug design obeys the b...

4 Elo 47min

Building the Automated AGI Lab: Core Automation's Jerry Tworek and Rohan Anil

Building the Automated AGI Lab: Core Automation's Jerry Tworek and Rohan Anil

Jerry Tworek led reasoning at OpenAI, convinced that scaling reinforcement learning was the path to AGI. Rohan Anil co-led Gemini pre-training and built the Shampoo optimizer. Now they've teamed up at...

29 Heinä 49min

Factory's Matan Grinberg: The Coming ‘Dark Factory’ Where Software Builds Itself

Factory's Matan Grinberg: The Coming ‘Dark Factory’ Where Software Builds Itself

Factory started building fully autonomous coding agents in April 2023, two years before enterprises were ready. Matan Grinberg now says this is indistinguishable from being wrong. The Factory co-found...

21 Heinä 51min

Anthropic's Katelyn Lesse & Angela Jiang: Building an Ecosystem, not a Walled Garden

Anthropic's Katelyn Lesse & Angela Jiang: Building an Ecosystem, not a Walled Garden

Katelyn Lesse and Angela Jiang lead the team building Anthropic's developer platform - the layer that both outside builders and Anthropic's own products run on top of. Angela frames the platform as a ...

14 Heinä 48min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
vallattomat
psykopodiaa-podcast
mimmit-sijoittaa
rss-rahapodi
rss-oivalluksia-rahasta-elamasta
hyva-paha-johtaminen
rss-hereilla
rss-paasipodi
ostan-asuntoja-podcast
rss-startup-ministerio
inderespodi
pomojen-suusta
rss-sami-miettinen-neuvottelija
rss-karon-grilli
rss-porssipuhetta
oppimisen-psykologia
rss-20-30-40-podcast
rss-hilden-kaira
lakicast