DATA

→ View original post on X — @sumanth_077

PandasAI: Generative AI for Natural Language Data Analysis

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@sumanth_077

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29 May 2024 15h52

Python library that adds Generative AI capabilities to Pandas Introducing PandasAI, now you can analyze complex data frames and plot visualizations just by using natural language:

→ View original post on X — @sallyeaves

AI Preventing Financial Exclusion Through Payment Behavior Detection

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@sallyeaves

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29 May 2024 15h52

Excellent discussion Efi @efipm @money2020 I am especially interested in the role of #AI to help prevent financial exclusion, for example identifying #payments behaviour change and enabling early intervention for assistance – before it reaches a point that it can be hard to

→ View original post on X — @antgrasso

Managing 180ZB Data Growth: Cybersecurity and Strategy Alignment

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@antgrasso

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29 May 2024 9h09

The surge in data creation is astounding, with 180ZB expected next year. Amidst rising cyber threats, it's crucial to align data strategies with business goals. Lenovo's Data Health Check quiz is an excellent tool for evaluating and enhancing your data management skills.

→ View original post on X — @thom_wolf

FineWeb Extended Report and Blog Post Coming Soon

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@thom_wolf

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29 May 2024 9h00

We're finishing a pretty awesome extended blogpost/report on FineWeb in which you'll find all the info – stay tuned!

Data Scarcity and Building Data Abundance for AI

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29 May 2024 0h54

7/ On data, it's a bit more complicated. We've exhausted most of the internet as pre-training data, and as previously mentioned, the gains are coming from post-training. The next 4 years will need us to overcome data scarcity and build data abundance.

Building Data Infrastructure for AI Progress

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29 May 2024 0h54

8/ This too will be one of the great infrastructure projects of our time—ensuring we build the means of production of new data across the frontier to fuel AI progress.

OpenAI’s 2020 Scaling Laws Paper: Foundation of Modern AI

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29 May 2024 0h54

4/ The key insight of scaling laws was actually published earlier that year in Jan 2020 by OpenAI—"Scaling Laws for Neural Language Models" This paper and GPT-3 ultimately was the start of the current AI era of rapidly scaling language models—especially the compute + data needed

Scaling Compute and Data: The Infrastructure Challenge Ahead

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29 May 2024 0h54

5/ The next 4 years, like the last 4 years, will be all about scaling. Much of progress depends on our ability to keep scaling compute + data exponentially. This is no easy feat. Scaling data + compute will be some of the largest infrastructure projects of our time.