ETHICS - AI Dynamics

Machine Unlearning Failures: Adaptivity and Request Ordering Limitations

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13 January 2023 12h58

And https://
arxiv.org/abs/2106.04378 by Gupta @crispy_jung @sethvneel @Aaroth Sharifi-Malvajerdi @ChrisWaites which shows that adaptivity and ordering of MU requests can fail to cause a point to be unlearned, even if the requests are fulfilled honestly. 9/n

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13 January 2023

Machine Unlearning: Making AI Models Forget Training Data

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@thegautamkamath

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13 January 2023 12h58

Machine unlearning (MU): given a trained model, how do you make it "forget" points in its training data? A lot of work has focused on how to do this fast (i.e., without retraining the whole model). See also this nice article by @tsimonite https://
wired.com/story/machines
-can-learn-can-they-unlearn/
… 2/n

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13 January 2023

Machine Unlearning Vulnerability Enables Poisoning Attacks

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@thegautamkamath

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13 January 2023 12h58

New paper led by Jimmy Di & Jack Douglas, co-advised with @AcharyaJayadev @ayush_sekhari
: "Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks" The adaptive nature of machine unlearning opens a new attack vector for adversaries. https://
arxiv.org/abs/2212.10717 1/n

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13 January 2023

Blockchain NFTs Web3 Sustainability Problem Solutions

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@bernardmarr

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13 January 2023 8h07

Why Blockchain, NFTs, And Web3 Have A Sustainability Problem Blockchain #technology has a reputation for consuming an enormous amount of energy. What can be done to address #sustainability issues around #blockchain, #NFTs, and #Web3 technologies? https://
forbes.com/sites/bernardm
arr/2023/01/13/why-blockchain-nfts-and-web3-have-a-sustainability-problem/
…

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13 January 2023

Hallucinations of Generative AI: Intentional Design Features

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@_ganeshp

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13 January 2023 3h08

#Hallucinations of #GenerativeAI – by design!

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13 January 2023

Data as valuable asset for improving human condition at JPM2023

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@_ganeshp

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13 January 2023 2h06

#Data is the most valuable asset in the world and harnessing the abundance of it, to improve the human condition is the ultimate purpose for technologists. Spending time with @mmammen was the highlight of my first #jpm2023 conference. Hearing Mathai’s v…
https://
lnkd.in/dcQkmT4f

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13 January 2023

Twitter Suspends Journalists’ Accounts Under Musk Ownership

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@craigbrownphd

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13 January 2023 2h01

Twitter Suspends Journalists’ Accounts, Some of Whom Wrote About Musk: The social media service, which is owned by Elon Musk, said the accounts were suspended for “violating the Twitter rules” but did not provide details. https://
nytimes.com/2022/12/15/tec
hnology/twitter-suspends-journalist-accounts-elon-musk.html?utm_source=dlvr.it&utm_medium=twitter
… #Technology #Tech #FutureTech

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13 January 2023

DeepMind CEO hints at 2023 Sparrow beta release citing sources

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@aibreakfast

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13 January 2023 1h37

CEO of Google's DeepMind @demishassabis hinted today at a 2023 private beta release of "Sparrow" (DeepMind's version of ChatGPT) that will be capable of citing sources for its responses.

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13 January 2023