Bringing People Together to Inform Decision-Making on Generative AI
#AI #AIio #BigData #ML #NLU #Futureofwork @nigelwalsh @pbouillaud @PatrickGunz_CH @pierrepinna @RebekahRadice @Ronald_vanLoon @sbmeunier
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ETHICS
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Bringing People Together for Generative AI Decision-Making
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LLMs Water Consumption Environmental Impact Sustainability Concerns
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Does this include the fact LLMs have been shown to use 1/2 a litre of water per 15 minute usage / query? Said respectfully but AI/ML by and large is not helping as much as hurting water and other issues.
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LLMs Self-Align Without Finetuning via Self-Boosting
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4/ LLMs Can Align Themselves without Finetuning? – discovers that by integrating self-evaluation and rewind mechanisms, unaligned LLMs can directly produce responses consistent with human preferences via self-boosting.
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The Rise and Potential of LLM Based Agents
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2/ The Rise and Potential of LLM Based Agents – a comprehensive overview of LLM based agents; covers from how to construct these agents to how to harness them for good.
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Proactive Decision Making Prevents Costly Consequences
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Be proactive to prevent hasty decisions and their associated costs and consequences.
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Centaurs and Cyborgs: Understanding Human-AI Integration
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https://
oneusefulthing.org/p/centaurs-and
-cyborgs-on-the-jagged
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Regulatory Capture and AI: The Paradox of Tech Regulation
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if regulatory capture is casual, then nothing here is "straightforward". that's gurley's point precisely. You can't argue that regulation would've been better for everyone involved while simultaneously acknowledging that regulatory capture is occuring and its bad — it becomes an
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Stop Ignoring AI Challenges We Must Face Reality
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We have to stop sticking our heads in the sand. pic.twitter.com/n1j2dkOTG0
— Bob Gourley – e/acc (@bobgourley) 17 septembre 2023We have to stop sticking our heads in the sand.
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Industry Self-Regulation AI: Power Structures Risk
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> "Talking about AI regulation early and from within the industry is more likely to lead to good regulation." According to Gurley's talk, apparently thats what the telecommunications people thought, and it was pretty good regulation to amplify the power structures within that
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Government Resilience: High-Entropy Systems and Transparent Small-Scale Administration
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successful governments tend to be * more high-entropy, making it hard to remove or capture the checks-and-balances easily
* or tend to be for small populations and transparently run