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Meta announced new artificial intelligence tools to detect ads and accounts that may be used to direct users to child sexual abuse material outside Facebook and Instagram. The company said it acted on 33.2 million items of this kind in the first half of 2026, and that its systems detected more than 97% of them before user reports.
Homeward has raised a $120 million Series D round alongside securing a $330 million asset-backed debt facility. The company finances solutions that enable people to buy a new home before selling their current one or obtain a fast cash offer, while using artificial intelligence to reduce manual work in underwriting and transaction processing.
In its 2026 Digital Defense Report, Microsoft warns that threat actors are currently benefiting from artificial intelligence faster than security teams, particularly in vulnerability discovery, malware development, and accelerating post-compromise activity. The company believes that the time needed to turn a discovered vulnerability into a weapon has fallen to less than 24 hours, although real-world campaigns still rely heavily on human direction.
Moores Lab AI is developing tools to automate stages of chip design and verification, saying its customers have been able to reach their first bug within 48 hours instead of waiting months. But the company acknowledges that AI reliability remains a critical challenge in an industry that does not tolerate mistakes.
MAVI, an AI-powered hiring marketplace connecting U.S. companies with global finance and accounting talent, announced its emergence from stealth and revealed a $4 million seed funding round. The platform has more than 3,000 accounting professionals and focuses on recruiting experienced professionals who can use AI tools and review their outputs.
The U.S. Court of Appeals for the Ninth Circuit rejected using Section 1202 of the Digital Millennium Copyright Act to create a new basis for liability based on the absence of copyright information from the outputs of a new model. The decision ends a legal theory advanced by anonymous GitHub contributors against OpenAI and Microsoft, while other contractual claims in the case remain.