Search a title or topic

Over 20 million podcasts, powered by 

Player FM logo
Artwork

Content provided by Whitehat SEO and Whitehat Inbound Marketing Agency. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Whitehat SEO and Whitehat Inbound Marketing Agency or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Player FM - Podcast App
Go offline with the Player FM app!

Rate of ‘GPT’ AI Improvements Slows

10:12
 
Share
 

Manage episode 449399896 series 2330470
Content provided by Whitehat SEO and Whitehat Inbound Marketing Agency. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Whitehat SEO and Whitehat Inbound Marketing Agency or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
The episode explores the recent slowdown in the rate of improvement in large language models (LLMs), specifically focusing on OpenAI’s efforts to address this challenge. The article highlights the diminishing returns from traditional training methods, attributed to a scarcity of high-quality data. OpenAI has established a "foundations team" to tackle this data shortage and explore alternative approaches. The article also discusses the shift towards post-training optimisation, with methods like reinforcement learning and "test-time compute" emerging as potential solutions. Despite these advancements, the article acknowledges concerns about the financial feasibility of further scaling LLM development, prompting debate within the industry on future strategies for achieving significant improvements in AI capabilities.
  continue reading

95 episodes

Artwork
iconShare
 
Manage episode 449399896 series 2330470
Content provided by Whitehat SEO and Whitehat Inbound Marketing Agency. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Whitehat SEO and Whitehat Inbound Marketing Agency or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
The episode explores the recent slowdown in the rate of improvement in large language models (LLMs), specifically focusing on OpenAI’s efforts to address this challenge. The article highlights the diminishing returns from traditional training methods, attributed to a scarcity of high-quality data. OpenAI has established a "foundations team" to tackle this data shortage and explore alternative approaches. The article also discusses the shift towards post-training optimisation, with methods like reinforcement learning and "test-time compute" emerging as potential solutions. Despite these advancements, the article acknowledges concerns about the financial feasibility of further scaling LLM development, prompting debate within the industry on future strategies for achieving significant improvements in AI capabilities.
  continue reading

95 episodes

All episodes

×
 
Loading …

Welcome to 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.

 

Listen to this show while you explore
Play