Key questions of emergence in language models:
– Why does scaling unlock emergent abilities?
– What is the full range of emergent abilities in language models, and how can we discover them systematically?
AGI
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Emergence in Language Models: Scaling and Ability Discovery
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Yoshua Bengio Advocates New Architectures for Conceptual Discovery
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Yoshua Bengio wants to develop new architectures that can discover and reason with high-level concepts, rather than just brute force the learning process by scaling up existing models' data and compute.
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AI Superintelligence Through Scale and Collaboration Beyond Human Training
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How superintelligent is an average intelligent human for whom time flows 1000X slower and gets to colaborate with 1000 copies? I was in convo yesterday doubting that AI can ever go beyond human when it is trained on human. Even if that were true (imo isn't) there's more+faster.
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AGI Challenges Worth Overcoming for Transformative Benefits
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there will be scary moments as we move towards AGI-level systems, and significant disruptions, but the upsides can be so amazing that it’s well worth overcoming the great challenges to get there.
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Future AI Will Surpass ChatGPT Capabilities
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and we’ll see great benefits all along the way—they will make ChatGPT look like a boring toy.
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LangChain AGI Demo Now Available on Hugging Face Spaces
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And now @JavaFXpert put this in a @huggingface spaces! https://
huggingface.co/spaces/JavaFXp
ert/langchain-agi
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30% Chance of AGI by 2030, Says Jeff Clune
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According to @jeffclune there is a 30% chance we will achieve AGI by 2030 (defined as AI capable of doing 50% of economically valuable human work)
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Ben Goertzel predicts AGI arrival within 3-5 years timeline
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Now @bengoertzel who helped coin the term AGI is discussing says that we may get there in "3-5 years and even if it were 20 years, that's still very soon."
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AI Debate on Innateness and Physical Embodiment of Intelligence
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Fascinating discussion right now at the https://
agidebate.com where @YejinChoinka and @dileeplearning are discussing innateness and physical embodiment of AI. Dileep says he's changing his mind since a few weeks ago about how to learn spatial representations. #AI -
AI Revolution Shaped Collectively Beyond Corporate Control
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the most that openai, or any other company, can do is to steer the AI revolution a little. this will impact all aspects of society, and will be an emergent thing created and shaped by all of us. much much bigger than any company.