168 - How to Solve AI Alignment with Paul Christiano
Bankless
Bankless
4.7 • 1.2K Ratings
🗓️ 24 April 2023
⏱️ 110 minutes
🧾️ Download transcript
Summary
Paul Christiano runs the Alignment Research Center, a non-profit research organization whose mission is to align future machine learning systems with human interests. Paul previously ran the language model alignment team at OpenAI, the creators of ChatGPT.
Today, we’re hoping to explore the solution-landscape to the AI Alignment problem, and hoping Paul can guide us on that journey.
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In today’s episode, Paul answers many questions, but the overarching ones are:
1) How BIG is the AI Alignment problem?
2) How HARD is the AI Alighment problem?
3) How SOLVABLE is the AI Alignment problem?
Does humanity have a chance? Tune in to hear Paul’s thoughts.
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Topics Covered
0:00 Intro
9:20 Percentage Likelihood of Death by AI
11:24 Timing
19:15 Chimps to Human Jump
21:55 Thoughts on ChatGPT
27:51 LLMs & AGI
32:49 Time to React?
38:29 AI Takeover
41:51 AI Agency
49:35 Loopholes
51:14 Training AIs to Be Honest
58:00 Psychology
59:36 How Solvable Is the AI Alignment Problem?
1:03:48 The Technical Solutions (Scalable Oversight)
1:16:14 Training AIs to be Bad?!
1:18:22 More Solutions
1:21:36 Stabby AIs
1:26:03 Public vs. Private (Lab) AIs
1:28:31 Inside Neural Nets
1:32:11 4th Solution
1:35:00 Manpower & Funding
1:38:15 Pause AI?
1:43:29 Resources & Education on AI Safety
1:46:13 Talent
1:49:00 Paul’s Day Job
1:50:15 Nobel Prize
1:52:35 Treating AIs with Respect
1:53:41 Uptopia Scenario
1:55:50 Closing & Disclaimers
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Resources:
Alignment Research Center
https://www.alignment.org/
Paul Christiano’s Website
https://paulfchristiano.com/ai/
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Transcript
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| 0:00.0 | The most likely way we die involves like not AI comes out of the blue and kills everyone |
| 0:04.2 | But involves we have deployed a lot of AI everywhere and you can kind of just look and be like oh, yeah |
| 0:08.0 | If for some reason God forbid all these AI systems were trying to kill us they would definitely kill us |
| 0:14.7 | Welcome to bankless where we explore frontier technologies artificial intelligence on the episode today |
| 0:20.6 | This is how to get started how to get better and how to front-run the opportunity |
| 0:24.5 | This is Ryan Sean Adams. I'm here with David Hoffman and we're here to help you become more |
| 0:29.5 | Bankless guys. We have a special guest in the episode today Paul Cristiano |
| 0:33.1 | This is who Ellie Ezer you'd Kowski told us to go talk to someone he respects on the AI debate |
| 0:39.0 | So we picked his brain. This is an AI safety alignment researcher |
| 0:43.2 | We ask the question how we stop the AI is from killing us |
| 0:46.9 | Can we prevent the AI takeover that others are very concerned about there are three actually four takeaways for you today |
| 0:53.2 | Number one how big is the AI alignment problem? |
| 0:56.6 | We ask Paul this question number two how hard is it to actually solve this problem number three |
| 1:02.5 | What are the ways we solve it the technical ways can we coordinate around this to solve it and finally number four |
| 1:09.5 | We talk about a possible |
| 1:12.2 | Optimistic scenario where we live in harmony with the AI's and they improve our lives and make it quite a bit better |
| 1:18.5 | David what was the significance of this episode to you in our series? |
| 1:21.6 | Yeah, the new intro I think is great when we cover frontier technologies and also instead of |
| 1:26.6 | For this episode helping you could become more bankless |
| 1:28.9 | I think this is a truly a front-running the opportunity on this one |
| 1:33.2 | We are trying to help not die. Yeah question mark. We're trying to help you not die |
| 1:37.9 | And it's all of us yeah you and the rest of the world and I think we're doing this in the best the way that we can |
... |
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