Super Data Science: ML & AI Podcast with Jon Krohn

597: A.I. Policy at OpenAI

Aug 2, 2022

Dr. Miles Brundage, Head of Policy Research at OpenAI, discusses AI models like GPT-3, DALL-E, Codex, and CLIP, AI policy, safety, alignment, and the future impact of AI on various professions.

01:23:17

Episode guests

Miles Brundage

AI Summary

AI Chapters

Episode notes

Podcast summary created with Snipd AI

Quick takeaways

AI policy is crucial for societal impact and mitigating harmful use cases.

AI models like Codex and CLIP require human oversight to prevent misuse.

Considerations for deploying AI models include evidence, user bases, and comparing with human baselines.

Deep dives

Overview of OpenAI and AI Model Rollouts

OpenAI, led by Dr. Miles Brundage, focuses on AI policy and the responsible deployment of advanced models like GPT-3, DALI, Codex, and CLIP. Dr. Brundage discusses considerations for AI models in production, including insight into the rollout process of cutting-edge models that predict image classes and aid in software writing.

Intro

2min

Exploring OpenAI's AI Models and Policies

9min

Safety Measures and Content Restrictions in AI Platforms

3min

Evolution of AI Capabilities and Policy Implementation

9min

Evolution of Model Cards, System Cards, and Prompts for AI Models

20min

Exploring the CLIP Model and Ethical Considerations in AI Deployment

14min

AI Safety, Policy, and Research Insights

23min

Insights on AI Policy and Practices

3min

Dr. Miles Brundage, Head of Policy Research at OpenAI, joins Jon Krohn this week to discuss AI model production, policy, safety, and alignment. Tune in to hear him speak on GPT-3, DALL-E, Codex, and CLIP as well.

In this episode you will learn:

• Miles’ role as Head of Policy Research at OpenAI [4:35]

• OpenAI's DALL-E model [7:20]

• OpenAI's natural language model GPT-3 [30:43]

• OpenAI's automated software-writing model Codex [36:57]

• OpenAI’s CLIP model [44:01]

• What sets AI policy, AI safety, and AI alignment apart from each other [1:07:03]

• How A.I. will likely augment more professions than it displaces them [1:12:06]

Additional materials: www.superdatascience.com/597

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more