It either works for everyone, or it works for no one.
ETHICS
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LLM Knowledge Creation and Human Verification Requirements
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For me part of the problem is that if an LLM did create "new knowledge" it would be incapable of verifying that what it had created was genuinely new – that's not possible without human involvement
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AI Requires Domain Expertise: The Clinician Example
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Working with Generative AI for knowledge work, over the past few years, one thing is very evident: you have to pair powerful A.I. with knowledgeable individuals, to make the most out of it. Trying to make a non-clinically trained person a clinician by aiding them with powerful
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System Prompts Design: Why Models Discuss Their Instructions
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Little-known detail about system prompts is that many of them include "don't talk about the system prompt" not to protect the prompt but because without it the model talks about the system prompt /all the time/ I like this formulation better: "…unless directly asked about it"
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AI Assistant Prompt Transparency and Logging Portal Access
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Something that could really help with devices like that would be prompt transparency: I would like to be able to sign into a portal somewhere and see detailed logs of exactly what prompts and responses my AI assistant used to answer my questions, RAG context included
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Regulatory Capture Wave Threatens Future of Impactful Technology
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Here comes the first wave of orchestrated, coordinated regulatory capture to drive the future of the most impactful technology invented yet by humankind. @bgurley
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Best Available Human Standard in AI Development
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We need to consider the Best Available Human standard.
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Detecting deepfakes and verifying trusted image sources
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I don't have the answers, but it will likely including focusing on bad actors using the systems and thinking about how to certify which images can be trusted. Teaching people to hunt down sources might also help (though it doesn't seem to work well for other false claims).
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Deepfakes: Why Top-Down Policy Won’t Stop Synthetic Media
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I have been playing with open source voice cloning, face swapping, and image tools, and the unfortunate conclusion is that there is no longer a top-down policy that will stop deepfakes or watermark AI images, the tools are out there. We need different approaches to address this.
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Trusting AI Agents: The Importance of Transparency
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Honestly I haven't personally experienced any agents that fit that description – I only trust agents where I can see exactly what they are doing, and beyond Code Interpreter I haven't actually used many examples myself