Boston Dynamics Shows Next Frontier in Robotics
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Explore "advanced ai" with insightful episodes like "Boston Dynamics Shows Next Frontier in Robotics", "A New AI Safety Report (and Why the Media Loves the AI Extinction Narrative)", "Sam Altman Wants to Raise $5-$7 TRILLION for AI Chip Plants", "Artificial: Episode 3, ChatGPT" and "#146 - ChatGPT’s 1 year anniversary, DeepMind GNoME, Extraction of Training Data from LLMs, AnyDream" from podcasts like ""The AI Breakdown: Daily Artificial Intelligence News and Discussions", "The AI Breakdown: Daily Artificial Intelligence News and Discussions", "The AI Breakdown: Daily Artificial Intelligence News and Discussions", "The Journal." and "Last Week in AI"" and more!
Our 146th episode with a summary and discussion of last week's big AI news!
Note: this one is coming out a bit late, sorry! We'll have a new ep with coverage of the big news about Gemini and the EU AI Act out soon though.
Read out our text newsletter and comment on the podcast at https://lastweekin.ai/
Email us your questions and feedback at contact@lastweekin.ai
Timestamps + links:
Our 144th episode with a summary and discussion of last week's big AI news, now back with the usual hosts!
Read out our text newsletter and comment on the podcast at https://lastweekin.ai/
Email us your questions and feedback at contact@lastweekin.ai
Timestamps + links:
Today we explored an exciting new approach called Constitutional AI that aims to align advanced AI systems with human ethics and values. Researchers are encoding principles like honesty, justice, and avoiding harm directly into the objectives and constraints of AI to make their behavior more beneficial. We discussed how AI safety startup Anthropic is pioneering Constitutional AI techniques in their assistant Claude to make it helpful, harmless, and honest. Constitutional frameworks provide proactive guardrails for AI rather than just optimizing for narrow goals like accuracy. This episode covered the origins, real-world applications, and connections to pioneering concepts like Asimov’s Laws of Robotics. Despite ongoing challenges, Constitutional AI demonstrates promising progress towards developing AI we can trust. Stay tuned for more episodes examining this fascinating field!
Here you find my free Udemy class: The Essential Guide to Claude 2 This podcast was generated with the help of artificial intelligence. We do fact check with human eyes, but there might still be hallucinations in the output.
Music credit: "Modern Situations by Unicorn Heads"
This time on A Beginner's Guide to AI, we explore how Tony Stark pioneers artificial intelligence through companions like JARVIS and FRIDAY. JARVIS represents a fully-realized AI system, showcasing abilities like natural language processing, adaptive learning, and general intelligence that surpass even today's most advanced AI. When JARVIS is destroyed, Stark builds the more specialized FRIDAY, who lacks JARVIS’ personality and well-rounded competence. Their contrast reveals tradeoffs between developing AI for general versus narrow purposes that researchers still grapple with today. While not yet feasible, the Iron Man films provide an imaginative glimpse into how AI could look in the future. Perhaps one day, we’ll all have loyal AI partners that transform our lives for the better.
This podcast was generated with the help of artificial intelligence. We do fact check with human eyes, but there might still be hallucinations in the output.
Music credit: "Modern Situations by Unicorn Heads"
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THE CONTENT OF THIS EPISODE
IRON MAN'S WORLD: HOW SCI-FI PREVIEWED OUR AI-POWERED REALITY
Dive deep into the AI-driven world of Iron Man, one of Marvel's iconic superheroes. Tony Stark, brought to life by Robert Downey Jr., has heavily relied on AI from his earliest inventions to leading drone armies. As the Marvel Cinematic Universe unfolds, Stark's evolving relationship with AI sets the stage for fascinating discussions about the real-world implications and the future potential of such AI.
JARVIS: Tony's First AI Companion
JARVIS, an acronym for "Just A Rather Very Intelligent System", was the inaugural AI introduced with the Iron Man suit. Besides assisting Tony in various capacities like flying and formulating battle strategies, JARVIS showcases advanced features such as natural language processing, speech recognition, and synthesis. When compared to the present-day AI assistants like Siri and Alexa, JARVIS transcends them with a more encompassing general intelligence. Fully integrated into the Iron Man suits, JARVIS is adept at operating Stark's machinery, managing pivotal servers, and even piloting the armor when the situation demands. Over time, JARVIS evolves to manifest dynamic intelligence, demonstrating the ability to adapt to varying situations and self-improve.
JARVIS vs. FRIDAY: A Comparative Study
After being tragically destroyed by the villainous Ultron, JARVIS was succeeded by FRIDAY. While FRIDAY presents improved security features and processing speed, she lacks the iconic personality and versatility inherent to JARVIS. This transition accentuates the inherent challenges in developing AI for specific functionalities as opposed to general capabilities. As it stands, the majority of today's AI systems are unable to mirror the fluid adaptability portrayed by fictional AIs such as JARVIS.
Tony Stark's Perspective on AI
Throughout the episode, we delve deep into Stark's innovative foray into the realm of AI, from the multifaceted capabilities of JARVIS to the more specialized nature of FRIDAY. The overarching narrative of the Iron Man series offers invaluable insights into the prospective future of AI and the dilemmas faced when balancing the development of specific versus general AI. One of the paramount takeaways is that Stark's brilliance doesn't solely reside in his armor but in his unmatched ability to integrate AI seamlessly. The Iron Man narrative serves as a poignant reminder of the transformative potential AI possesses, along with the accompanying responsibilities.
Conclusion:
The riveting journey of AI, as depicted through the lens of Iron Man, provides a tantalizing glimpse into its latent potential and inherent challenges. The trajectory of AI's future is largely undetermined, and it's imperative for us to shape it with foresight and responsibility.
A special non-news episode in which Andrey and Jeremie discussion AI X-Risk!
Please let us know if you'd like use to record more of this sort of thing by emailing contact@lastweekin.ai or commenting whether you listen.
Outline:
(00:00) Intro (03:55) Topic overview (10:22) Definitions of terms (35:25) AI X-Risk scenarios (41:00) Pathways to Extinction (52:48) Relevant assumptions (58:45) Our positions on AI X-Risk (01:08:10) General Debate (01:31:25) Positive/Negative transfer (01:37:40) X-Risk within 5 years (01:46:50) Can we control an AGI (01:55:22) AI Safety Aesthetics (02:00:53) Recap (02:02:20) Outer vs inner alignment (02:06:45) AI safety and policy today (02:15:35) Outro
Links
Taxonomy of Pathways to Dangerous AI
Existential Risks and Global Governance Issues Around AI and Robotics
Current and Near-Term AI as a Potential Existential Risk Factor
AI x-risk, approximately ordered by embarrassment
Classification of Global Catastrophic Risks Connected with Artificial Intelligence
The Terminator films have profoundly shaped how society thinks about artificial intelligence. This episode analyzes concepts like artificial general intelligence through the lens of Skynet, the malevolent AI in the movies. We explore real-world AI safety research inspired by cautionary sci-fi narratives. The episode prompts a thoughtful examination of how we can develop advanced AI that enhances humanity rather than destroying it. With ethical, responsible innovation, we can steer the future toward an AI-enabled world that benefits all.
This podcast was generated with the help of artificial intelligence. We do fact check with human eyes, but there might still be hallucinations in the output.
Music credit: "Modern Situations by Unicorn Heads"
Here is my conversation with Dario Amodei, CEO of Anthropic.
Dario is hilarious and has fascinating takes on what these models are doing, why they scale so well, and what it will take to align them.
Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Read the full transcript here. Follow me on Twitter for updates on future episodes.
Timestamps
(00:00:00) - Introduction
(00:01:00) - Scaling
(00:15:46) - Language
(00:22:58) - Economic Usefulness
(00:38:05) - Bioterrorism
(00:43:35) - Cybersecurity
(00:47:19) - Alignment & mechanistic interpretability
(00:57:43) - Does alignment research require scale?
(01:05:30) - Misuse vs misalignment
(01:09:06) - What if AI goes well?
(01:11:05) - China
(01:15:11) - How to think about alignment
(01:31:31) - Is modern security good enough?
(01:36:09) - Inefficiencies in training
(01:45:53) - Anthropic’s Long Term Benefit Trust
(01:51:18) - Is Claude conscious?
(01:56:14) - Keeping a low profile
For 4 hours, I tried to come up reasons for why AI might not kill us all, and Eliezer Yudkowsky explained why I was wrong.
We also discuss his call to halt AI, why LLMs make alignment harder, what it would take to save humanity, his millions of words of sci-fi, and much more.
If you want to get to the crux of the conversation, fast forward to 2:35:00 through 3:43:54. Here we go through and debate the main reasons I still think doom is unlikely.
Watch on YouTube. Listen on Apple Podcasts, Spotify, or any other podcast platform. Read the full transcript here. Follow me on Twitter for updates on future episodes.
Timestamps
(0:00:00) - TIME article
(0:09:06) - Are humans aligned?
(0:37:35) - Large language models
(1:07:15) - Can AIs help with alignment?
(1:30:17) - Society’s response to AI
(1:44:42) - Predictions (or lack thereof)
(1:56:55) - Being Eliezer
(2:13:06) - Othogonality
(2:35:00) - Could alignment be easier than we think?
(3:02:15) - What will AIs want?
(3:43:54) - Writing fiction & whether rationality helps you win
Debriefing the episode with Eliezer Yudkowsky. This one was so good, we had to share. The fate of humanity might depend on it.
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WATCH THE FULL EPISODE HERE:
https://youtu.be/gA1sNLL6yg4
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