My latest for @WIRED looks at why using ChatGPT for search may be a problem. Microsoft, Baidu, and Google are rushing to incorporate the tech but it is designed to make things up and cannot easily access new info. What could go wrong?
ETHICS
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Why Neural Networks Resist Data Poisoning Attacks Better
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It's well known that NNs are very vulnerable to adversarial interventions, e.g., indiscernible test-time attacks. But indiscriminate data poisoning, wherein the attacker modifies a small fraction of the training data to reduce the test accuracy, seems to be much harder! Why? 2/n
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Neural Networks Poisoning Attacks Research Paper Accepted
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Paper accepted to @TmlrOrg
: "Indiscriminate Data Poisoning Attacks on Neural Networks," led by Yiwei Lu and co-advised with Yaoliang Yu. Neural networks are surprisingly hard to (indiscriminately) poison! We give better attacks. https://
openreview.net/forum?id=x4hmI
sWu7e
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Critical Questions and Strategies for ML Dataset Lifecycle Management
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The guide offers questions, suggestions, strategies, and resources while working with ML datasets at every phase of their lifecycle, and shows the benefits of working critically with them. It gives you the questions that we've found helpful in our work with large ML datasets.
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Field Guide to Critical Dataset Navigation and Classification
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The field guide aims to help you navigate the complexities of datasets, and explore the implications of what you choose, build, and design. It invites you to mess with these messy forms and to approach any logic of classification with a critical eye.
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AI as Economic Progress Tool and Human Rights Enabler
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AI is a force for economic progress, assurance of human rights and social welfare. AI is not going to supplant human’s creativity and cognition splendour but help us resolve challenges that require precision and error-free automation. #AIforgood @GPAI_PMIA
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ChatGPT Aces Exams: Question Exam Relevance Not Professions
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If ChatGPT has aced entrance exams for some professions, it raises questions about the relevance of those exams, not those professions.
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Preparing Education for Student Discovery of ChatGPT
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¿Cuánto tardaran los alumnos en descubrir tecnologías como ChatGPT? Desde el sector educativo hay que prepararse antes de que sea demasiado tarde.
— Carlos Santana (@DotCSV) 5 février 2023
Los alumnos: https://t.co/CslT5ayZqEHow long will it take students to discover technologies like ChatGPT? From the educational sector, we must prepare before it's too late. The students:
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Colonialism and AI: Geopolitical Double Standards Explained
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When they call us colonizers and also justify colonization by China. That one confuses me every time. pic.twitter.com/8ISdoZVl3L
— 🖤 Christine (@christinelu) 5 février 2023When they call us colonizers and also justify colonization by China. That one confuses me every time.
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Getty lawsuit challenges: Stable Diffusion watermark hallucination analysis
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Getty is going to have a tough case… images from their lawsuit don't really have any similarities. The only problem that #StableDiffusion hallucinated a watermark from the noise, or maybe because it was prompted? https://
stableattribution.com/?image=1e3bdf0
2-8e7d-489c-828d-137f789c99f6
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