this is straight from the AI test kitchen app- this preview has been out for months now, way before chatGPT was released https://
blog.google/technology/ai/
join-us-in-the-ai-test-kitchen/
… assuming some lessons have been learned since then
RESEARCH
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Google AI Test Kitchen preview predates ChatGPT release
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Transfer Learning in NLP Workshop Research Presentation
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Work by Rafal Kocielnik, @SaraKangaslahti @shrimai_ @rmichaelalvarez @caltech @nvidia Appeared at #Neurips workshop on transfer learning in NLP
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Active Learning and Transfer Learning in Few-Shot LLM Settings
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How can we mix active and transfer learning in few-shot learning setting with pre-trained LLMs? We show that you need to label only few samples in-domain and leverage on transfer learning from out-domain along with ingrained knowledge in pretrained models
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New Intelligence Arrival Discussed in Latest Video
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Great movie. Incidentally, I made a video this week about the arrival of a different kind of intelligence: https://
tiktok.com/@billyfx/video
/7195635710005742891
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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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Comprehensive Machine Learning Roadmap: From Basics to Advanced Techniques
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Take your #MachineLearning skills to the next level with this comprehensive roadmap From basics to advanced techniques, stay on track and achieve your goals By @ingliguori #DataScience #AI #TechLearning #edutech #innovation #TECH4ALL #DataScience #DataScientists #cyber
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Neuro-Symbolic Reasoning Advances Tutorial at AAAI 2023
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2023 AAAI Tutorial: Advances in Neuro Symbolic Reasoning, Tuesday Feb 7 by @PauloShakASU https://
labs.engineering.asu.edu/labv2/2023-aaa
i-tutorial-advances-in-neuro-symbolic-reasoning/
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REPLUG: Retrieval-Augmented Black-Box Language Models
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REPLUG: Retrieval-Augmented Black-Box Language Models Shi et al.: https://
arxiv.org/abs/2301.12652 #Artificialintelligence #DeepLearning #MachineLearning -
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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Empty Arguments on AI Adaptation Ignore Volume Growth
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That’s an empty argument, basically an assertion, without any specifics about how we will adapt and without recognizing or disputing the critical increase in volume