9/ Managing AI Risks – a short paper outlining risks from upcoming and advanced AI systems, including an examination of social harms, malicious uses, and other potential societal issues emerging from the rapid adoption of autonomous AI systems.
ETHICS
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Detecting Pretraining Data from Large Language Models
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6/ Detecting Pretraining Data from LLMs – explores the problem of pretraining data detection which aims to determine if a black box model was trained on a given text.
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Responsible AI: Adapting to Societal Values and Norms
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Recognizing it's not a one-size-fits-all concept, responsible AI varies with societal norms and values, influencing AI deployment and development. Thoughts on Responsible AI?
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Ethics in AI: A Deep Dive into Best Practices
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To dive deep into AI Ethics and Governance, be sure to check this iteration of the newsletter and subscribe for more here: https://
louisbouchard.substack.com/p/ethics-in-ai
-a-deep-dive-into-best
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Responsible AI vs AI Governance: Key Distinctions
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Auxane Boch notes that Responsible AI, aimed at aligning AI with cultural and social values, differs from AI Governance, which includes practical steps to achieve this.
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Knowledge Versus Intelligence: Why LLMs Differ From Human Cognition
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No human brain contains as much knowledge as Wikipedia.
But that doesn't make Wikipedia smart.
An LLM that could correctly answer any question whose answer is in Wkipedia would have more knowledge than any human.
But it still would not be nearly as smart as humans. -
Goals and Planning Mechanisms Essential for Advanced Machine Intelligence
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I'm not entirely sure what @sapinker means by "explicit knowedge", but goals combined with a mechanism to plan actions that fulfill those goals do seem necessary for Advanced Machine Intelligence (AMI).
One of several things @sapinker and I agree on. -
Psychologists Study LLM Capabilities and Cultural Impact
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Awesome study led by @AlisonGopnik on the capabilities of LLMs from the psychologists' standpoint. Quote: "Large language models such as ChatGPT are valuable cultural technologies. They can imitate millions of human writers, summarize long texts, translate between languages,
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Super-intelligent AI versus extremism and stupidity priorities
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On top of this: – Super-intelligent AI can help solve extremism and stupidity – but I doubt that extremism and stupidity can solve super-intelligent AI Choose your priorities!