What is RLHF? In some sense, RLHF is part of that alignment process, where you tune the model to look at a bunch of human preferences.
You can show a bunch of example outputs and then let users, actual humans, decide what output is better for them, and you tune the model.
ETHICS
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RLHF: Aligning AI Models with Human Preferences
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Optimal resource use aligned with values and goals
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Success is the optimal use of your resources considering your values, goals, and priorities.
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Meta Releases FACET: Fairness Benchmark for Vision Models
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We’re also releasing FACET, a comprehensive benchmark dataset to evaluate fairness of models across different vision tasks involving people. It consists of 32K images, labeled by expert annotators for demographic & physical attributes.
— AI at Meta (@AIatMeta) 31 août 2023
Explore FACET ➡️ https://t.co/XWXjlY9eV7 pic.twitter.com/a3OtCiNsaSWe’re also releasing FACET, a comprehensive benchmark dataset to evaluate fairness of models across different vision tasks involving people. It consists of 32K images, labeled by expert annotators for demographic & physical attributes. Explore FACET https://
bit.ly/3syYHPy -
DINOv2 License Expansion and FACET Benchmark for Vision Fairness
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Today we’re announcing two new updates in our computer vision work — a new, expanded license for our DINOv2 model and the release of FACET, a comprehensive new benchmark dataset to help evaluate and improve fairness in vision models.
— AI at Meta (@AIatMeta) 31 août 2023
More details ➡️ https://t.co/fDHYNpGrta
🧵 pic.twitter.com/dOXDWOLKSYToday we’re announcing two new updates in our computer vision work — a new, expanded license for our DINOv2 model and the release of FACET, a comprehensive new benchmark dataset to help evaluate and improve fairness in vision models. More details https://
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Balancing automation and workplace tension in AI era
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finding the right balance overtime & reducing the tension between the two is the challenge IMO
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AI healthcare applications examined by House Commons committee
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‘Most exciting’ applications for AI lie in healthcare. A House of Commons committee has published a report on the potential risks posed by advancements in the technology. #ArtificialIntelligence #AI #Healthcare #Healthtech #health https://
bit.ly/3EiDLyP -
Tesla Sued Over Two Fatal Accidents
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Tesla will have to answer for its responsibility in 2 lawsuits concerning fatal accidents https://actuia.com/actualite/tesla-va-devoir-repondre-de-sa-responsabilite-dans-2-proces-concernant-des-accidents-mortels/
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UK Home Office Expands Facial Recognition Despite Legal Concerns
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Good spot from @AnnaSophieGross on Home Office plans to expand facial recognition across police and other security agencies over the coming year or two, as the legal basis for its use remains shaky. Our piece here –
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AI Ethics Guidelines Organizations Should Consider
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#AI #Ethics Guidelines That Organizations Should Consider https://
bit.ly/3NernnG via @Forbes #FutureofWork -
Calling Out Bullshit in Everything: The Big Short Returns
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– It's time to call bulshit
= Bullshit on what?
– Every fucking thing! #TheBigShort