General Intuition’s $2.3B bet that video games can train AI agents for the real world
General Intuition raised $320 million to train AI agents using millions of hours of video game footage, betting that gaming environments can develop human-like thinking capabilities. The startup believes action-based learning in games transfers to real-world problem-solving better than traditional training methods.
Read full story →Google scraped the web to build itself. A court just said others can scrape Google.
A federal judge dismissed Google's lawsuit against SerpApi on July 20, preventing Google from stopping the scraping of its search results. SerpApi collects Google search results and resells them as structured data without permission.
Visa used Mythos to hunt for bugs in its own payment network, then open-sourced the harness that made it possible
Claude Mythos identified exploit chains in Visa's payment infrastructure spanning 200+ countries and 160 currencies by stitching together minor vulnerabilities that traditional penetration testing would have found only late. Visa open-sourced the harness governing the security hunt as a GitHub reference implementation for other security teams to inspect and adapt.
AI writes half our code now. It still fails security tests 44% of the time.
AI models generate compilable code consistently but introduce security vulnerabilities in 44 percent of outputs. Veracode's 2026 report tested over 100 models across four snapshots and found this security failure rate remained unchanged over one year.