Stanford ECON295/CS323 I 2024 I Business of AI, Reid Hoffman
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- เผยแพร่เมื่อ 16 ก.ย. 2024
- April 23, 2024
For more information about Stanford's Artificial Intelligence programs visit: stanford.io/ai
Reid Hoffman
An accomplished entrepreneur and executive, he played an integral role in building many of today’s leading consumer technology businesses, including LinkedIn and PayPal. As an investor, he has been instrumental in the success of iconic companies such as Facebook and Airbnb and has helped fast-growing startups like Aurora and Convoy get to scale.
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• 00:00 Background: The speakers reminisce about meeting at Oxford during a debate on AI and work. Reid Hoffman is introduced as a cofounder of LinkedIn and a partner at Greylock.
• 07:50 Human Amplification: Reid discusses “Human Amplification” in the context of generative AI, suggesting it enhances human capabilities rather than acting as a replacement.
• 15:46 Collaboration Duration: The discussion revolves around the time frame for human and AI collaboration, with Reid predicting it to extend over decades rather than years.
• 23:30 Context Awareness: Reid emphasizes that while AI like GPT-4 exhibits superintelligence in specific tasks, it lacks the context awareness essential for human-like decision-making.
• 31:25 Adaptive Strategies: The speakers note that humans excel in unconventional problem-solving, which gives them an edge over AI in unique scenarios.
• 39:13 Cognitive GPS: The metaphor of cognitive GPS is introduced, highlighting the benefits and potential downsides of relying too heavily on AI for decision-making.
• 47:02 AI in Health Care: Reid expresses optimism about AI becoming a common medical advisor by 2030, contingent upon regulatory changes.
• 54:52 Copyright Concerns: Reid discusses the complexities of copyright concerning AI-generated content and the ethical implications of using data for training models.
• 01:02:41 Reliable Outputs: Reid suggests that while achieving highly reliable AI outputs is possible, it requires sophisticated systems beyond current models.
• 01:10:33 Brain-Computer Interfaces: The potential for brain-computer interfaces (BCI) linked to AI is acknowledged, but concerns exist about the pace of safe adoption.
• 23:30 Future Perspectives: Reid encourages embracing the dynamic changes brought by AI, highlighting its cumulative impact on society and industries over time.
Thanks
Reid is awesome, regardless of his more governmental involvement. I enjoy looking up to this guy as a mentor in spirit/media/books.
Reid I became a fan from dyper daddy
Cmon stanford. Mic just need to work. Audio could be much better.
Go easy, I hear stanford is sort of slow with tech things
Also, I get the incentive to not put a mic on these guys. The only way to get this kind of truth from them is putting them in front of a class of eager students at Stanford. Board members like Hoffman would never say this at a conference full of 'peers' or customers / investors of Microsoft.
Luddites
Holy wow it’s bad
Or run the audio thru ai to make it studio quality
This is the inherent problem, small groups of people in a corporate environment are making decisions on what the appropriate values are for AI output.
Reid lusts after the opportunity to dictate what llms permit you to read
Everything that I learned about TDS I learned from Reid Hoffman. And my mom.
What is TDS?
@@lakshaysagarrana3965it’s a political term having to do with the reaction function to the 45th POTUS.
It is soooo clear to anyone looking for a job that linkedin's customer are the enterprises. . .
Loved this talk! So many gears turning in my head while watching. And appreciate the transparent opinions Reid has whether it be politically charged or not. Universities are here to expose students to diverse perspectives and foster critical thinking - not for silencing people.
Literally just as bad quality as the Eric Schmidt lecture that afterward got deleted - coming from STANFORD and hosting these incredibly successful people…. who are successful in TECH
Don't blame the AV techs. VIPs are too busy to let them do mic checks.
it's over for these universities.
it's been for a while, THE DOWN FALL OF UNIVERSITIES.
long live the internet and the era of being self-taught
Awesome!!
Go Weasels!!
THIS EXPLAIND IT ALL
15:50 Using the existence of search engines to justify AI being in control of our access to information heavily relies on the assumption that said search engines and their parent companies are unbiased.
Reid is openly admitting that he does not believe people should be able to access all the information available and make decisions for themselves, a stance which is rooted in a belief of superiority.
This is no different from when white land owners believed they were the only ones who had a right to vote, because they were the only ones with the intellectual ability to make good decisions.
I would be much more comfortable with this talk if he just came out and said he thinks some people are stupid and he should get to make their choices for them. At least then we could address the elephant in the room.
Minute 2:00 to 4:00 is some great SNL style physical comedy
Think the microphone was not on…
Is this a lecture series?
Should be added to the “how to start a startup” playlist (also by stanford)
It is in need of an update now that some of the lecturers companies have come and gone and contents being outdated.
I would attend in person if it ever happened again. Thank you guys!!
@@JoseMonteverde There is. It's by Sam Altman
How long before this video is deleted?
🎉 Thank you. Good information. I wonder if the presentation can be improved with some video editing effects like agenda on the left side of the screen. Take a look at how Y Combinator do these TH-cam things to improve delivery of information. The information is great 👍
I wish to be of support to Stanford efforts 👌
Mahalo team!
This guy's too political to be here
Hoffman has been an influential figure in political circles, being a member of the Bilderberg Group since at least 2011 and the Council on Foreign Relations since 2015.
Bilderberg Group gathers 120-150 North American and European "political leaders and experts from industry, finance, academia and the media" for an annual invitation-only closed-door conference.
Hoffman has been an outspoken proponent of democratic institutions and voting rights.
Yep!
OPEN SOURCE AI KEP THIS FREAK AWAY FROM MY DICCIONS - REID HOFFMAN
Huh?
Wonder how long before this one gets taken down like Eric Schmidts did a few weeks ago.
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Nice cardigan. Money can’t buy good taste?
According to David Kirkpatrick's book The Facebook Effect, Reid Hoffman arranged the first meeting between Mark Zuckerberg and Peter Thiel, which led to Thiel's initial $500,000 angel investment in Facebook.
How much do you think that $500,000 small investment is worth today?
What does the cotton and wool clothing of generational wealth feel like on the skin for a good life?
No chapters!? Wow
Read the comments.
ai is gonna allow any human to do anything but just because we can do something doesn't mean we should do it and at the same time, no one wants to be told they can't do something.
alternate reality linus Torvalds?😅
Audio is so bad.
Ried...is unhinged.
BTW, it's hydroxychloroquine.
LOOKS LIKE MIXED RESULTS ON THAT MED - WHAT SCHOOL YOU GOTO ???????
24:20 yeah this guy is problematic 😂
the interview is definitely more level headed but reid is basically taking about establishing some level of technofascism. i know he has good intentions and it is a very nuanced topic but historically this pattern is harmful.
Yikes. I would like to watch this, but with that sound, i might not be able to stand it.
NO WONDER WHY THE KIDS ARE SO JACKED UP IN SCHOOL
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Augmented Intelligence, not Artificial
This conversation is old news
Didn’t like the political nature of this video
Yep
It’s a good point they made passively about being bias on fake news’s on suppressed omitted history like Wikipedia
NEVER TRUMPER
i enjoy listening to Reid about technology, but his arrogance in unbearable at times. cool, you founded a corporate networking website, but does it really entitle you to decide what information is accessible to the masses?
Why is the professor so f’ing loud lmao this is hilarious - after he interrupts Reid to tell him to speak up 😂😂
Right?! So loud. The papers falling on the floor was excellent comedy
Invest in some good Microphones stanford. Please !
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- [00:01:54](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 📚 Reid Hoffman discusses the concept of "human amplification intelligence," suggesting that AI enhances human capabilities rather than replacing them.
- [00:02:53](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🔄 He believes we are experiencing a cognitive industrial revolution, likening the role of AI to a "steam engine of the mind."
- [00:05:11](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) ⏳ Hoffman predicts that collaboration between humans and AI will continue for decades, if not centuries, rather than being a temporary phase.
- [00:08:52](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) ⚖ The model of adversarial approaches in problem-solving allows humans to adapt creatively, giving them an edge over AI in some scenarios.
- [00:10:44](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🛠 Hoffman argues that humans excel at one-off, obscure questions that may stump AI, illustrating the dynamic of human-AI collaboration.
- [00:14:09](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🚦 Through the metaphor of GPS, he warns against overreliance on AI for decision-making, urging a balance between guidance and independent thought.
- [00:17:33](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🤔 Hoffman discusses the responsibility of AI in guiding users toward safe and accurate information amid potential misinformation.
- [00:22:48](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🌍 He advocates for a diversity of AI models, emphasizing that different cultural perspectives on ethics and knowledge can enhance understanding and innovation.
- [23:44](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🌍 Reid suggests that pooling resources in AI may benefit global governance and entrepreneurship in democratic societies.
- [25:11](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🤔 Mustafa Suleyman's departure from Inflection raised questions, but Reid remained positive, hinting at future collaboration.
- [26:07](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 👫 Inflection's AI, Pi, is designed to support users in maintaining healthy relationships rather than solely focusing on engagement.
- [28:30](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 📊 Inflection pivots towards a B2B model, emphasizing emotional intelligence in AI alongside traditional cognitive intelligence.
- [30:24](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🌟 Reid encourages envisioning positive futures through AI, highlighting its potential to democratize education and knowledge access.
- [32:14](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🎮 Generative AI can enhance gaming experiences and help smaller companies compete against larger studios in game development.
- [36:28](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🏥 AI in healthcare will complement human professionals in diagnostics and monitoring rather than replacing them entirely.
- [38:19](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🛡 The future of personal data ownership is complex, with the potential for employees to retain their AI agents while navigating corporate IP concerns.
- [41:11](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 💰 Personal agents could align economically with individual users, rather than corporations, emphasizing transparency in their operations.
- [46:52](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🔐 Reid contrasts AI's proliferation with nuclear weapons, suggesting AI is driven by commercial interests, necessitating careful management to prevent misuse.
- [00:47:46](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🔐 Growth of cybersecurity threats as LLMs enable more sophisticated phishing attacks on institutions like hospitals.
- [00:49:40](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) ⚖ Concerns about the implications of widely available AI models like Llama 3 for cybersecurity and ethical usage.
- [00:51:07](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 💰 OpenAI's for-profit model helps fund their mission while maintaining a focus on beneficial AI.
- [00:52:05](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 💡 Synthetic data techniques are emerging as a solution for companies hesitant to share private customer data.
- [00:53:01](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🤖 Smaller, focused models using proprietary data can still hold significant value and utility in the AI landscape.
- [00:54:26](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 📖 Copyright issues are central in the conversation about AI-generated content, impacting developers and companies alike.
- [00:56:23](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🤔 The nature of copyright in relation to AI outputs and the nuances involved in ownership and usage rights remain complex.
- [01:00:09](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) ⚖ The need to reassess current copyright laws is essential as the landscape of AI-generated content evolves rapidly.
- [01:02:03](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🏥 Despite challenges, AI-driven healthcare solutions will likely emerge, influenced by regulatory landscapes and startups.
- [01:04:29](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🌍 Regulatory hurdles may lead to innovative startups offering AI medical services, driven by the demand for accessible healthcare.
- [01:09:39](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🧠 The potential for Brain-Computer Interfaces to seamlessly connect with AI is promising, yet faces health and regulatory challenges.
- [01:11:30](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🧠 Neural implants currently damage more neurons than they connect, highlighting the need for better methods.
- [01:12:26](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🔄 Adapting to new AI tools is like working with different colleagues; embracing the change is essential for productivity.
- [01:13:41](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🌐 AI is evolving into a "meta tool," helping with a variety of tasks from email triage to music creation.
- [01:16:33](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 📊 Expectations of technological change should focus on long-term dynamics rather than immediate year-to-year differences.
- [01:17:59](th-cam.com/video/RXjLGn14Jo4/w-d-xo.html) 🎓 The education sector must adapt to technological advancements instead of resisting them, as it faces a cognitive industrial revolution.
When smart people talk nonsense on vaccines... ouch
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Yes, according to multiple reports, Reid Hoffman visited Jeffrey Epstein's private island:
The Wall Street Journal reported that Hoffman visited Epstein's private Caribbean island, Little St. James, in 2014.
Hoffman traveled to the island with Joi Ito, who was the director of MIT Media Lab at the time. They were reportedly there to help raise funds for MIT.
Documents indicated plans for Hoffman and Ito to revisit Epstein's island in November 2014.
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who is tihs?
18 MINUTES INTO THIS AND I SEE HOW THE USA IS GETTING SCREWED BY THIS FRUITCAKE
cant even recognize dude, hes lost a ton of weight
😂😂
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