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Foundation models for reasoning on charts

Google Research AI blog

It is ubiquitous in our digital life in the form of iconography, infographics, tables, plots, and charts, extending to the real world in street signs, comic books, food labels, etc. In light of these challenges, we propose “ MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering ”.

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Apple’s charts set the M1 Ultra up for an RTX 3090 fight it could never win

The Verge

When Apple introduced the M1 Ultra — the company’s most powerful in-house processor yet and the crown jewel of its brand new Mac Studio — it did so with charts boasting that the Ultra capable of beating out Intel’s best processor or Nvidia’s RTX 3090 GPU all on its own. But that’s because Apple’s chart is, for lack of a better term, cropped.

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The M+R Benchmarks Study is here, hooray!

M+R

We are delighted to be able to share the 2025 M+R Benchmarks Study with you. Download the full pdf now , or visit mrbenchmarks.com for key findings and literally 115 charts about digital fundraising, marketing, advocacy, and more. About half of M+R Benchmarks participants reported working with social media influencers in 2024.

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Are You Charting Impact of Your Social Media?

Beth's Blog: How Nonprofits Can Use Social Media

What if we stepped away from the process of checking off items on our to do list, and spent a little bit of time charting impact of our nonprofit’s social media use? What if we made sure the process for identifying SMART objectives included capacity building, measurement, and reflection?

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Come and get it! The 2023 M+R Benchmarks Study is served!

M+R

The maître d’ has called your name, the table is set, and the napkins are folded up like fancy little swans: it’s time to dig in to a year’s worth of M+R Benchmarks charts, findings, and insights at mrbenchmarks.com ! The 2023 M+R Benchmarks Study is served! Sign up for the webinar now. The post Come and get it!

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Extra Extra: the Benchmarks Webinar Recording

M+R

There’s no wrong way to dig into our annual Benchmarks Study, covering digital programs from marketing to fundraising to advocacy. Some folks head straight to mrbenchmarks.com , exploring the full data set and following their own path down the rabbit hole of charts and findings. 2020 M+R Benchmarks Study—A Data Odyssey: The Recording.

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Read all about it: The 2021 M+R Benchmarks Study is here

M+R

We are excited to report that the 2021 M+R Benchmarks Study is ready for you. Go explore the findings, charts, and analysis at mrbenchmarks.com. . You will find surprises, inspiration, and a wealth of information in the full Benchmarks Study. Related Links: Google Analytics and Benchmarks: What you need to know.

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