we have some ideas, but it's a complex system and will coevolve with society. anyone who says they really understand what the AI-future is going to look like in detail is delusional at best. a tight feedback loop and deep engagement with society seems like the best path forward.
AGI
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LLMs Beyond Statistics: Rethinking AI Learning Paradigms
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It needs to learn in a new way beyond statistics. LLMs rely on stats. So the path that they are going down isn't one that is likely to bear fruit.
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Generative AI: A Foreshock to AI Singularity
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#GenerativeAI may only be a foreshock to #AIsingularity https://
venturebeat.com/ai/generative-
ai-may-only-be-a-foreshock-to-ai-singularity/
… via @VentureBeat -
Current AI Limitations: Human Performance Remains the Benchmark
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So does humans, it’s the best that AI can do as of now!!
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LLMs and Chatbots Understanding Human Intelligence Aspects
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This is nice thread on LLMs and chatbots by @fchollet
. This is as much about understanding LLMs as it is about understanding different aspects of what we think of as human intelligence -
Large Models Unlock Compound Improvement Threshold for LLMs
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agree – the recent string of works using large models to improve LLM (CAI, tools…) is mind-blowing. i feels like we've unlocked something that was tried many times before in AI but never worked – passing a compound-improvement-threshold that open a wild west of new capabilities
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What new properties will future LLMs bring?
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This is quite remarkable! What new properties will future LLMs bring? 2/2
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Theory of Mind Benchmark: Emerging Cognitive Properties in LLMs
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Theory of mind (ToM) benchmark shows the performance of different LLMs on their ability to understand people's mental states. It would be great to understand what changed (for example, from GPT-3-davinci-002 to GPT-3.5-davinci-003) to make these cognitive properties emerge. 1/2
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Humanity as Minor Component in Complex AI Systems
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Dans cette hypothèse, j’aurais élaboré un système infiniment complexe, dans lequel les 13,8 milliards de sapiens sapiens ne formeraient qu’un infime maillon.
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Multiple Alien-Level Threats Emerging Simultaneously
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Cool that there are so many alien-threatening things happening all at once!