Scoping the Enterprise LLM Market
AI + a16z12 Apr 2024

Scoping the Enterprise LLM Market

Naveen Rao, vice president of generative AI at Databricks, joins a16z's Matt Bornstein and Derrick Harris to discuss enterprise usage of LLMs and generative AI. Naveen is particularly knowledgeable about the space, having spent years building AI chips first at Qualcomm and then as the founder of AI chip startup Nervana Systems back in 2014. Intel acquired Nervana in 2016.

After a stint at Intel, Rao re-emerged with MosaicML in 2021. This time, he focused on the software side of things, helping customers train their own LLMs, and also fine-tune foundation models, on top of an optimized tech stack. Databricks acquired Mosaic in July of 2023.

This discussion covers the gamut of generative AI topics — from basic theory to specialized chips — to although we focus on how the enterprise LLM market is shaping up. Naveen also shares his thoughts on why he prefers finally being part of the technology in-crowd, even if it means he can’t escape talking about AI outside of work.

More information:

LLMs at Databricks

Mosaic Research

More AI content from a16z

Follow everyone on X:

Naveen Rao

Matt Bornstein

Derrick Harris

Check out everything a16z is doing with artificial intelligence here, including articles, projects, and more podcasts.

Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.


Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Avsnitt(85)

How to Vibe Code Securely

How to Vibe Code Securely

In this episode, a16z partner Joel de la Garza sits down with Socket founder and CEO Feross Aboukhadijeh to dive into the intersection of vibe coding and security. As one of the earliest security foun...

25 Juli 202526min

AI Is Upending SaaS Pricing

AI Is Upending SaaS Pricing

In this episode, a16z GP Martin Casado sits down with Metronome CEO Scott Woody to unpack how AI is fundamentally changing the value proposition of software—and why that shift demands a rethink of the...

18 Juli 202542min

The AI Infrastructure Stack with Jennifer Li

The AI Infrastructure Stack with Jennifer Li

In this episode, which originally aired on the Complex Systems Podcast, a16z General Partner Jennifer Li discusses how AI is reshaping every layer of the software stack, creating demand for new types ...

11 Juli 202545min

AI's Unsung Hero: Data Labeling and Expert Evals

AI's Unsung Hero: Data Labeling and Expert Evals

Labelbox CEO Manu Sharma joins a16z Infra partner Matt Bornstein to explore the evolution of data labeling and evaluation in AI — from early supervised learning to today’s sophisticated reinforcement ...

27 Juni 202546min

AI, Data Engineering, and the Modern Data Stack

AI, Data Engineering, and the Modern Data Stack

In this episode of AI + a16z, dbt Labs founder and CEO Tristan Handy sits down with a16z's Jennifer Li and Matt Bornstein to explore the next chapter of data engineering — from the rise (and plateau) ...

20 Juni 202535min

Enabling Agents and Battling Bots on an AI-Centric Web

Enabling Agents and Battling Bots on an AI-Centric Web

Arcjet CEO David Mytton sits down with a16z partner Joel de la Garza to discuss the increasing complexity of managing who can access websites, and other web apps, and what they can do there. A primary...

13 Juni 202526min

Giving New Life to Unstructured Data with LLMs and Agents

Giving New Life to Unstructured Data with LLMs and Agents

Instabase founder and CEO Anant Bhardwaj joins a16z Infra partner Guido Appenzeller to discuss the revolutionary impact of LLMs on analyzing unstructured data and documents (like letting banks verify ...

6 Juni 202535min

Beyond Leaderboards: LMArena’s Mission to Make AI Reliable

Beyond Leaderboards: LMArena’s Mission to Make AI Reliable

LMArena cofounders Anastasios N. Angelopoulos, Wei-Lin Chiang, and Ion Stoica sit down with a16z general partner Anjney Midha to talk about the future of AI evaluation. As benchmarks struggle to keep ...

30 Maj 20251h 41min

Populärt inom Business & ekonomi

badfluence
framgangspodden
varvet
rss-jossan-nina
uppgang-och-fall
rss-borsens-finest
avanzapodden
rss-svart-marknad
fill-or-kill
rss-kort-lang-analyspodden-fran-di
bathina-en-podcast
rss-dagen-med-di
24fragor
tabberaset
lastbilspodden
borsmorgon
rss-inga-dumma-fragor-om-pengar
dynastin
svd-tech-brief
loungepodden