AI's future impact is our focus. UAI's Sr. Director of Product @lewer
, stresses in @huggingface
's blog: "Models run substantially more in inference mode than training — train once, run everywhere." Inference may be the biggest factor in AI's CO2 footprint.
RESEARCH
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AI Inference’s Carbon Footprint: Major Sustainability Challenge
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Sparse-IFT: Novel Neural Network Efficiency Enhancement Technique
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Join us at #ICML 2024 in Vienna, Austria, where Vithu will present our accepted paper, "Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency," during the poster session. This paper introduces a novel approach to enhancing neural network efficiency by
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AI Systems Growing Faster Than Expected Raises Safety Concerns
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Seriously. Our small humans are starting to get big too, it’s terrifying.
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Understanding in DIKUW Pyramid: Critical AI Data Analysis Layer
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Unlock the power of #data with the often-overlooked "Understanding" in the DIKUW Pyramid! In this episode of #AIToday we delve into the DIKUW pyramid and discuss why the “U” for understanding is a critical yet often neglected layer. https://
cognilytica.com/the-necessary-
and-often-missing-u-in-the-dikuw-pyramid-ai-today-podcast/?utm_source=dlvr.it&utm_medium=twitter
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AI Researcher and Engineer Archetypes in Career Development
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Working idea but I've noticed a bunch of archetypes of AI researchers & engineers in my career. Here are some of them: 1. Carry: Hero-level person capable of making unprecedented (alone or in a small group). Either in terms of modeling, infra or making impact in general. Very
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Iterative Sprints Over Speed in AI Development Strategy
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"Move Fast and Break Things" doesn't work for AI! Discover why iterative sprints and small wins are key to AI success. Listen to our latest #AIToday episode here: https://
cognilytica.com/why-move-fast-
and-break-things-doesnt-work-for-ai-ai-today-podcast/?utm_source=dlvr.it&utm_medium=twitter
… #AI #Podcast #projects -
Gene Therapies, AI Education, and Nuclear Innovation Lead Tech Week
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Path to cheaper gene therapies.
Immigrant founders can work in the US.
Andrej Karpathy launches AI education company. Keir Starmer says IT'S TIME TO BLOODY BUILD INNIT.
The Nuclear Company launches with developer model. + Fish in Water What a week for the optimists. -
GPT-6 completes training on Azure infrastructure
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Sabíamos que esto iba a ocurrir. GPT-6 ha terminado su entrenamiento en la infraestructura de Azure…
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Hugging Face and DuckDB: The Dataset Tools of 2024
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One more exhibit that 2024 is the year of the datasets For datasets, @huggingface + @duckdb =
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AI Issues: Experts Sought for NBC Commentary
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Looking for perspectives on what's causing the issues, and who is to blame for what. Looking for experts with thoughts: ryan.browne@nbcuni.com #journorequest