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Restrictions on acquisitions would stifle the US startup ecosystem, not rein in big tech

TechCrunch

Silicon Valley Bank’s 2020 Global Startup Outlook puts it this way: “[T]he fact is most entrepreneurs never expect to reach a public market exit.” In 2020, there was an approximately 10:1 ratio of acquisitions of VC-backed companies to IPOs, with 1,042 venture-backed companies acquired and 103 entering the public markets.

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ChatGPT & Google Gemini Identify Four Essentials for Successful Nonprofit Giving Campaigns

Nonprofit Tech for Good

For nonprofit managers who oversee tedious administrative work and grant proposal grinds, for instance, AI is a godsend for reducing time suck. Gift Catalog and Impact Stories: Heifer’s campaign features various impactful gifts like honeybees, ducks, clean water, and livestock, all of which help communities globally.

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RO-ViT: Region-aware pre-training for open-vocabulary object detection with vision transformers

Google Research AI blog

Various techniques such as image-text pre-training , knowledge distillation , pseudo labeling , and frozen models, often employing convolutional neural network (CNN) backbones, have been proposed. To address this, we propose cropped positional embeddings (CPE). The position, scale, and aspect ratio of the crop is randomly sampled.

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Google Research, 2022 & beyond: ML & computer systems

Google Research AI blog

An illustration of AllGather-Einsum with 2-way intra-layer model parallelism, proposed in CollectiveEinsum strategy. A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules ” proposes a slightly different approach. Top: Illustration of non-overlapped execution. Illustration of MLGO during inlining. “#bbs”,

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The Math Is Starting to Add Up: The Promise of Mobile

NTEN

The field became fixated on achieving two holy-grails, requisite in every proposal, but nearly always unattainable: sustainability and scalability. . I’ve been working or interested in the space of ICT for Development (ICT4D) for about a decade now.

Mobile 62
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Workplace Giving Trends: Current Happenings & Expectations

Nonprofits Source

Companies Are Matching Employee Donations At Higher Ratios. They offer a generous 2:1 match ratio and will match donations up to $10,000 per employee per year. With long-term partnerships, companies will be more receptive to continued funding proposals. Take Coca-Cola for example.

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8 Top Corporate Giving Trends to Watch in 2024 + Examples

Nonprofits Source

Companies Are Matching Employee Donations At Higher Ratios. They offer a generous 2:1 match ratio and will match donations up to $10,000 per employee per year. With long-term partnerships, companies will be more receptive to continued funding proposals. Take Coca-Cola for example.

Trend 52