The goal? Developing a system that accurately predicts your estimated travel time from point A to point B. If you've ever ordered food online or requested a ride through an app, you've likely interacted with a version of this system developed at Google DeepMind.
RESEARCH
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Google Maps Pathfinding Beyond Navigation Prediction Algorithms
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It goes beyond a simple pathfinding problem. Google Maps' predictions account for dynamically changing conditions such as weather, roadblocks, and traffic lights. Even the data, collected from phone positions, is susceptible to noise and adversarial behavior.
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From Theory to Practice: Algorithm Development for Google Maps
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Making the leap from pure research to real-world application can be a transformative experience. When developing an algorithm for Google Maps, it means moving from theoretical discussions to encountering and solving real-world challenges.
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How PetarV Built AI for Google Maps with DeepMind
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@PetarV_93 on How He Built AI for Google Maps with @GoogleDeepMind ! https://
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How Google Maps Uses AI to Predict Travel Times
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Ever wondered how Google Maps predicts your travel time? The process involves a complex algorithm with underlying research powered by AI. Let's take a behind-the-scenes look at how it works:
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Centaurs and Cyborgs: Understanding Human-AI Integration
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https://
oneusefulthing.org/p/centaurs-and
-cyborgs-on-the-jagged
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Xformers terminology: transformer variants and efficiency improvements
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In the article, I used "xformers" referring to zillions variants of transformers that claim to improve the efficiency of transformer(
@YiTayML et al., https://
arxiv.org/abs/2009.06732). I am not aware of xformers in SD. -
LoRA, PEFT, and ChatGPT Backend Architecture Discussion
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I am glad you enjoyed the article. I plan to write about LoRA and PEFT(parameter-efficient fine-tuning) in general in a separate article. Yeah, ChatGPT uses GPT-3.5/4 in the backend, all of which are decoder models trained to predict the next token autoregressively.
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Berkeley AI4Chemistry Job Opportunity at BIDMaP Institute
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This seems like a dream job to me if you are interested in AI4Chemistry and you are willing to move to Berkeley. It's connected to the BIDMaP Institute https://
bidmap.berkeley.edu that works in AI4Science more broadly for climate change. Very inspiring effort https://
aprecruit.berkeley.edu/JPF04118 -
Personal Computer: A Historical Imperative of Foresight
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Incredible foresight… over and over
— Mustafa Suleyman (@mustafasuleyman) 17 septembre 2023
The personal computer: a “historical imperative”pic.twitter.com/5HduAmqATyIncredible foresight… over and over The personal computer: a “historical imperative”