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Industry
United States· TechCrunch AI· 10 Aug 2026

Discovered Materials is playing AI whack-a-mole to hunt cooler chips

Discovered Materials has secured $9 million in funding to accelerate its AI-driven search for novel semiconductor materials that can improve chip efficiency and reduce heat generation. The company uses machine learning models to rapidly screen and identify promising compounds that could replace or enhance traditional silicon-based designs, addressing a critical bottleneck in computing performance as demand for faster, cooler processors grows across data centers, AI workloads, and consumer electronics.

What this means for you

Engineers and tech leaders should monitor emerging material innovations like those from Discovered Materials, as breakthroughs in chip cooling and efficiency could significantly impact infrastructure costs and performance scalability in the next 3–5 years.

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Industry
United States· TechCrunch AI· 23h ago

Y Combinator’s Garry Tan wants U.S. open-weight AI labs to ‘distill’ frontier models, too

Y Combinator leader Garry Tan is advocating for a shift in how leading artificial intelligence developers share their technology. He contends that since foundational models are built upon vast repositories of human-generated information, the resulting capabilities should be accessible as a public benefit. By encouraging labs to create smaller, distilled versions of frontier models, Tan hopes to democratize access to high-performance AI, moving away from closed-off ecosystems toward a more equitable distribution of innovative tools.

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Industry
United States· TechCrunch AI· 23h ago

OpenAI’s feud with mathematicians is only escalating

A significant group of prominent mathematicians has issued a formal complaint regarding the practices of major AI organizations. They assert that current data scraping and model training methods infringe upon their intellectual property and undermine the integrity of academic research. As AI firms continue to aggressively consume mathematical publications for training data, this conflict highlights the growing tension between rapid technological advancement and the fundamental protections required for scholarly work.

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Products
United States· The Verge AI· 23h ago

Lawyer fined $5K over AI-hallucinated witnesses in a murder case

The New Mexico Supreme Court has sanctioned an attorney, Stephen Aarons, following his submission of fabricated evidence in a legal appeal. The attorney utilized generative AI to create non-existent witnesses and police reports, failing to verify the accuracy of the documents before filing them in a murder case. This incident underscores the severe professional risks associated with relying on artificial intelligence tools without rigorous fact-checking and oversight in high-stakes legal environments.

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