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British authors want Meta to answer for alleged copyright infringement

Engadget

million books, to train its AI models. A lawsuit in the US alleges Meta CEO Mark Zuckerberg approved the use of LibGen's data to train its AI. Artists across the creative industries have also recently protested the UK government's December 2024 proposal to change copyright law.

Copyright 119
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Retrieval-augmented visual-language pre-training

Google Research AI blog

Posted by Ziniu Hu, Student Researcher, and Alireza Fathi, Research Scientist, Google Research, Perception Team Large-scale models, such as T5 , GPT-3 , PaLM , Flamingo and PaLI , have demonstrated the ability to store substantial amounts of knowledge when scaled to tens of billions of parameters and trained on large text and image datasets.

Language 113
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Where Can Nonprofits Find Hidden Treasure In A Request For Proposal?

Bloomerang

Since many nonprofits are entering this space due to increased opportunities for federal funding , they can be overwhelmed with the requirements needed to prepare a thorough application and often lack resources, systems, or knowledge about how to be most successful. The clues are in the Request for Proposal (RFP) – let’s discuss!

Proposal 124
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How to get media to cover your nonprofit 

Candid

At Philanthropy News Digest , for example, we publish summaries of philanthropic news: announcements of new initiatives, grants, and major gifts, as well as job opportunities and requests for proposals (RFPs). Are there others at your organization who have specialized knowledge who may be of interest to the publication?

Media 115
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Five green flags for funders in your grant proposal

Candid

Last year, we shared our crowdsourced list of red flags that funders look for in grant proposals—the things that immediately reveal the weak points in an application and raise questions about the organization’s credibility. Not surprisingly, the question we got most in response to that article was: What are green flags for funders?

Proposal 111
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Using Your Fundraising CRM Software to Its Full Potential

sgEngage

In minutes, a data check query can bring me up to speed with a spreadsheet containing all the organizations CRM goals, projects, and training needs by category. Your staff will thank you too, since the database manager will keep them trained and informed.

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Pre-training generalist agents using offline reinforcement learning

Google Research AI blog

Pre-training on diverse datasets has proven to enable data-efficient fine-tuning for individual downstream tasks in natural language processing (NLP) and vision problems. So, we ask the question: Can we enable similar pre-training to accelerate RL methods and create a general-purpose “backbone” for efficient RL across various tasks?

Offline 97