AI - AI Dynamics

Amazing team of scholars creating datasets and visualizing bird data

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12 July 2023 20h25

It's from an amazing team of scholars, coders & artists: -NYT & institutional data: @ananny -How to see birds: @JerThorp -C4 & the making of datasets: @_will_orr
-Unstable categories & biodiversity: @Hamsini_S
-The trouble with ImageNet: @SashaMTL

Data, Copyright, and Community: Critical Perspectives on AI Training

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12 July 2023 20h25

-LAION & the copyright crisis: @Lawgeek -iNaturalist & how communities make data: @JerThorp -Making See:Set and the critical study of data:
@christo_buschek

The Exponential Growth of AI Training Datasets Over Two Decades

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12 July 2023 20h25

Datasets are now impossibly large. Back in 2003, Caltech 101 was 10,000 images. By 2010, ImageNet had 14m images. In 2023, LAION has 5 billion images and text captions – it'd take you 1000+ years to look at it all. The entire territory of the internet has become the map of AI.

See:Set: New Tools for Analyzing Dataset Patterns and Worldviews

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12 July 2023 20h25

That doesn't mean we stop analyzing them – we just use new tools. At Knowing Machines we've developed See:Set, a search engine to look into datasets and track patterns. These 9 essays come from direct experiences using See:Set to understand how datasets encode worldviews.

9 Ways to Study and Analyze Datasets: Research Findings

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12 July 2023 20h25

New release: '9 Ways To See A Dataset" https://
knowingmachines.org/publications/9
_ways_to_see_a_dataset
… This is a 9-part series about how to study datasets – and what we found. Dives into individual datasets like LAION, ImageNet, NYT Corpus, C4, NABirds & iNaturalist. But studying datasets is harder than ever…

→ View original post on X — @replicate

Stable Diffusion 1.5 and 2.1 Updated with Flexible Output Sizes

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@replicate

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12 July 2023 20h08

We've updated our accelerated versions of Stable Diffusion 1.5 and 2.1 with flexible output sizes. We now support resolutions up to 1024×1024. https://
replicate.com/stability-ai/s
table-diffusion
…

→ View original post on X — @danshipper

Execution Environment and Multiplayer Browser Live Coding

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@danshipper

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12 July 2023 20h00

Execution env + multi player in browser live coding

→ View original post on X — @deeplearn007

AI Ethics Experts Lack Technical Understanding Says Critic

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@deeplearn007

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12 July 2023 19h47

I believe in ethical standards but @pierrepinna unfortunately there some of the “AI ethics experts” who don’t understand the underlying tech nor understand the role and nature of data.

This has ranged over the years from some AI ethics experts making calls and demands on the… https://t.co/spWWuSh4YF
— AI (@DeepLearn007) 12 juillet 2023

I believe in ethical standards but @pierrepinna unfortunately there some of the “AI ethics experts” who don’t understand the underlying tech nor understand the role and nature of data. This has ranged over the years from some AI ethics experts making calls and demands on the