iRobot’s bankruptcy is a warning about blocking pro-competitive M&A. After regulators opposed the Amazon–iRobot merger, iRobot filed for bankruptcy and was acquired by a Chinese manufacturer. When policy ignores consumer welfare, U.S. innovation can lose. tinyurl.com/bdctcprd

Supporting our healthcare workforce is a priority. University of Cincinnati is leveraging AI to provide physicians with advanced training tools, aiming to reduce diagnostic errors and improve the quality of care for patients everywhere. #TechForGood buff.ly/i95YOv6

Revitalizing American manufacturing with AI. Bowling Green State University is leading an Ohio-backed effort to integrate artificial intelligence into glass manufacturing, boosting efficiency and securing the region's status as a hub for innovation. #TechForGood buff.ly/okS7Xja

Researchers built a new AI tool that turns animal movement in videos into clear, human-readable behavior descriptions. It can replace weeks of manual scoring with faster, more consistent analysis, helping scientists study the brain more efficiently. tinyurl.com/mr2tuyh4

AI facial recognition may soon help researchers identify individual bears in the wild from photos. That means better population tracking, smarter conservation, and safer responses to aggressive animals, with less stress for wildlife than tagging. tinyurl.com/33h7zfa7

Science moves faster with AI. Berkeley Lab is leading the effort to build an intelligent assistant for material science, helping researchers overcome bottlenecks and deliver the energy solutions of tomorrow. #TechForGood buff.ly/RND9oKV

Innovation often scales through acquisitions and partnerships. When a small company can team up with a larger one, it can bring products to market faster with more capital and expertise. Competition policy should protect these pro-competitive deals. tinyurl.com/mx7jf8zk

Florida State students built AI-powered career tools in a 24-hour sprint, prototyping apps that can personalize job searches and match students with internships faster. Hands-on AI projects like these turn classroom skills into real-world impact. tinyurl.com/3jcffysr

U.S. AI leadership depends on continued investment in research, talent, and infrastructure. Keeping capital flowing and barriers low helps more innovators compete, lowers costs, and speeds up real-world AI tools that benefit consumers and the economy. tinyurl.com/y4zs2u5s

A University of Hawai'i at Mānoa team created an algorithm that identifies direction in 2D data, improving how scientists track neutrinos and other signals. The scalable method could support advances in physics, medical imaging, and machine learning. tinyurl.com/ybs26eyb

Researchers at UC San Francisco and Wayne State University found that AI can analyze complex medical datasets and build predictive models in minutes—matching or outperforming human teams that spent months on the same tasks. tinyurl.com/85z87p5m

Pushing the boundaries of reasoning, Google’s newest AI model is a breakthrough in America’s tech capabilities. It’s been designed to tackle complex problem-solving in math and science, opening new doors for research and discovery. #TechForGood buff.ly/jbeg6co

The University of Texas at Austin will launch a new School of Computing in 2026, uniting computer science, data science, and information studies to accelerate AI research and workforce development. tinyurl.com/4tk24yfs

The University of Nebraska System launched a new AI Institute to unite campuses, industry, and communities around AI research and education, aiming to position Nebraska as a hub for AI innovation. tinyurl.com/36k2yxet

Walmart's $1 trillion valuation shows how retailers are driving fierce competition through omnichannel innovation. This shift further exposes how the FTC's case against Amazon relies on an outdated view of today's market. tinyurl.com/5n96nud9

Skepticism toward M&A overlooks how innovation actually scales. Strategic acquisitions often provide the capital, integration, and computing power needed to turn breakthrough R&D into real-world products. tinyurl.com/4hawyrrn

This week is #FairUseWeek, a reminder that fair use is a cornerstone of U.S. #copyright law. This doctrine lets the law adapt to new technologies, like #AI, enabling uses like mass digitization for non-consumptive purposes while safeguarding #FreeExpression and #Innovation. 1/2

Oura is launching an AI model focused on women’s health, powering personalized insights across reproductive health. By combining clinical research with real-time biometric data, the new model aims to deliver tailored health guidance. tinyurl.com/24zmn7dk

As AI development grows, established tech companies are investing in infrastructure that powers the broader ecosystem. These investments lower barriers for startups, expand access to advanced tools, and strengthen competition across the AI stack. tinyurl.com/bdhy4vey

A 17-year-old developed an AI model that can detect gunshots in noisy rainforest soundscapes to help rangers respond faster to poaching threats and better protect endangered wildlife. tinyurl.com/2wszhcxr