I've been advocating for architectures that can plan using a world models trained Self-Supervised Learning for a very long time.
E.g. my NIPS 2016 keynote (below, 25 minutes in). I've been working on SSL from video since 2014. But, unlike others:
1. I've always said that deep
AI
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Self-Supervised Learning for Planning: A Decades-Long Research Journey
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AI Music Learning Platform Empowers Artists with Creative Tools
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Thanks for partnering with our teams, @Papooseonline
. Your pioneering spirit, knowledge and creativity will be key to drive this AI music learning journey, and empower artists with tools to express their super-creativity. -
OpenAI Safety and Responsible AI Development Concerns
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Wishing safety and stability for all our research colleagues at @OpenAI
. I hope that on Monday you can all get back to your normal workflow of developing AI responsibly. -
AI Regulators, Doomsayers, and Accelerationists: Who Wins?
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There's a war between AI regulators, doomsayers, and accelerationists. Curious to see who will be remembered in history as the hero and who as the villain.
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Sam Altman fired from OpenAI: impact analysis on AI and ChatGPT
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SHOCKED! Sam Altman fired from #OpenAI Why this decision? What will be the impacts on #ArtificialIntelligence, #ChatGPT, #GPT4 and even #GPT5? Who will replace him? We analyze all this in my latest video →
https://youtu.be/Iqdbv-VmQiE -
AI Systems Save Lives Through Emergency Braking Medical Imaging
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No.
The overall number of deaths caused by AI is very negative: deep-learning based automatic emergency braking systems and medical image processing systems have been saving lots of lives.
The number of AI-fueled deaths is close to zero. -
Signal to Noise Ratio Challenges in AI Development
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Signal to noise ratio can be (and has become) problematic, so I can't say I 100% agree.
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Sentient Laundry AI and Existential Risk Concerns
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If Laundry Buddy ends up becoming sentient, driven by its desire for revenge on me, and destroys the world… …please forgive me.
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OpenAI Board Decision Barely Impacts Microsoft Share Price
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omg the openai board tanked msft's share price! it's at it's lowest level since… (checks notes) …wednesday.
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Microsoft’s Year-to-Date Decline: Market Recovery Prospects
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Zooming out to the YTD view — I don't see how msft can recover from this.