Artwork

Indhold leveret af a16z and Andreessen Horowitz. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af a16z and Andreessen Horowitz eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.
Player FM - Podcast-app
Gå offline med appen Player FM !

The Quest for AGI: Q*, Self-Play, and Synthetic Data

26:38
 
Del
 

Manage episode 387651109 series 2546451
Indhold leveret af a16z and Andreessen Horowitz. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af a16z and Andreessen Horowitz eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

One topic at the center of the AI universe this week is a potential breakthrough called Q*. Little has been revealed about this OpenAI project, other than its likely relationship to solving certain grade-school mathematical problems.

Amid much speculation, we decided to bring in our new general partner, Anjney Midha – focused on all things AI – to sift through the sea of noise.

Today, we discuss the key frontier research areas that AI labs are exploring on their path toward generalizable intelligence, from self-play, to model-free reinforcement learning to synthetic data. Anjney also shares his insights on which approach he expects to be most influential in the next wave of LLMs and why math problems are even a suitable testing ground for this kind of research.

Topics Covered:

02:03 - What is Q*?

06:21 - Applying model-free reinforcement learning to complex spaces

13:17 - The role of self-play

19:04 - Synthetic data’s big unlock

24:44 - What does this unlock for society?

Resources:

Follow Anjney on Twitter: https://twitter.com/AnjneyMidha

Stay Updated:

Find a16z on Twitter: https://twitter.com/a16z

Find a16z on LinkedIn: https://www.linkedin.com/company/a16z

Subscribe on your favorite podcast app: https://a16z.simplecast.com/

Follow our host: https://twitter.com/stephsmithio

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.

  continue reading

257 episoder

Artwork
iconDel
 
Manage episode 387651109 series 2546451
Indhold leveret af a16z and Andreessen Horowitz. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af a16z and Andreessen Horowitz eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

One topic at the center of the AI universe this week is a potential breakthrough called Q*. Little has been revealed about this OpenAI project, other than its likely relationship to solving certain grade-school mathematical problems.

Amid much speculation, we decided to bring in our new general partner, Anjney Midha – focused on all things AI – to sift through the sea of noise.

Today, we discuss the key frontier research areas that AI labs are exploring on their path toward generalizable intelligence, from self-play, to model-free reinforcement learning to synthetic data. Anjney also shares his insights on which approach he expects to be most influential in the next wave of LLMs and why math problems are even a suitable testing ground for this kind of research.

Topics Covered:

02:03 - What is Q*?

06:21 - Applying model-free reinforcement learning to complex spaces

13:17 - The role of self-play

19:04 - Synthetic data’s big unlock

24:44 - What does this unlock for society?

Resources:

Follow Anjney on Twitter: https://twitter.com/AnjneyMidha

Stay Updated:

Find a16z on Twitter: https://twitter.com/a16z

Find a16z on LinkedIn: https://www.linkedin.com/company/a16z

Subscribe on your favorite podcast app: https://a16z.simplecast.com/

Follow our host: https://twitter.com/stephsmithio

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.

  continue reading

257 episoder

All episodes

×
 
Loading …

Velkommen til Player FM!

Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.

 

Hurtig referencevejledning