Attribution —> economics Great work from Anton & Jeff. Feels like an important step towards models that work better for humans.
SAFETY
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Scientists silencing refutation attempts raises ethics concerns
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Whereas many any unreasonable scientist tries to silence anyone engaged in potential refutation
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Deepfake Risks: Text, Audio, and Video Concerns
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Can you spell that out? my immediate concerns are mainly around text and audio, though definitely fake video w public figures etc surely has risks.
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Historical AI Agreements and Paradigm Shift Debates
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Amazing how many people believe this, even when I have written extensively (even this week!) about agreements going back several years. Eg see here 2017 slide https://
garymarcus.substack.com/p/some-things-
garymarcus-might-say
… and see long essay on 2022 https://
garymarcus.substack.com/p/does-ai-real
ly-need-a-paradigm-shift
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Social Media Struggles with AI Scale Management
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social media have no effective way of dealing w likely increase in scale
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Medical AI Risks and Democratic Threats Emerge
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Mainly just medical malpractice and potential destruction of democracy
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AI Risks: Deaths, Fascism, and Democratic Decline
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Significant harm (multiple deaths, spread of fascism, decline of democracy etc). Net is a separate question.
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Diffusion Models Memorize Training Data Images
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Extracting Training Data from Diffusion Models – shows that diffusion-based generative models can memorize images from the training data and emit them at generation time. 3 of 11
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Top ML Papers of the Week: REPLUG, SceneDreamer, FLAN
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Top ML Papers of the Week (Jan 30 – Feb 5): – REPLUG
– SceneDreamer
– The FLAN collection
– Distractability of LLMs
– Blind navigation agents
– Mathematical capabilities of ChatGPT
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