7/Exciting times ahead, and thank you Yoshua Bengio, @AlonHalevy
, @douwekiela
, @_beenkim
, and @Reza_Zadeh for writing for The Batch!
AI
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Andrew Ng Thanks Contributors to The Batch Newsletter
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Generative AI and Active Learning: AI Systems Selecting Data for Labeling
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6/Reza Zadeh sees generative AI bringing progress to active learning, where a system picks its own examples to be labeled to improve the data. With generative AI, he sees a potential revolution in algorithms generating new data to request to be labeled.
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AI Explainability: From Engineering to Fundamental Scientific Principles
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5/Been Kim discusses AI explainability. AI has taken an engineering-centric approach, where researchers devise techniques via trial and error, and she urges developing fundamental scientific principles that make explanations more trustworthy and accurate.
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Key Directions for AI: Multimodality, Safety, Data-Centric Approaches, and Evaluation
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4/Douwe Kiela points out key directions: Multimodality, grounding, and interaction so AI understands us better; alignment, attribution, and uncertainty to make models safer; data-centric AI to improve scaling; and better ways to evaluate AI models.
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AI Personal Timeline: Tracking Goals While Preserving Privacy
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3/Alon Halevy envisions AI capturing massive amounts of data from your daily life — photos, browsing, purchases — and fusing it into a personal timeline that helps you track and achieve your goals, while preserving privacy.
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Yoshua Bengio Advocates New Architectures for Conceptual Discovery
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Yoshua Bengio wants to develop new architectures that can discover and reason with high-level concepts, rather than just brute force the learning process by scaling up existing models' data and compute.
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AI Leaders Share Hopes and Key Priorities for 2023
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1/Several leaders share their hopes for AI in 2023, including finding key missing pieces that will enable algorithms to reason, building a personal data timeline, improving AI processes, discovering new principles for explainability, and using generative AI for active learning.
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Interview on Rule of the Robots and AI Future
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This post by @JimPethokoukis includes a brief interview with me about my book #RuleoftheRobots and the future of #AI. https://
fasterplease.substack.com/p/86daee5e-4bd
f-41a8-a1c2-e814a9a5a5ca
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Context Switching and Deep Work in Modern Workplace
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كمية context switch بنت لذينة طول اليوم على سلاك وايميلات وميتينجز، الواحد بليل بيعرف يركز وميفصلش
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Learning from Smart People and Applying AI to Content Creation
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Sure, I'm watching a lot of smart people and taking the crazy stuff they're doing and applying it to content creation. Learning from everyone from software engineers to AI Dungeon fanatics, and then combining that with what I already know. I've also been using AI for years. 😉