Google and Meta release efficient AI models tailored for background workflows

Google debuted Gemini 3.8 Flash, while Meta unveiled Muse Spark 1.3, both targeting practical agentic tasks like software development and data analysis. Google focuses on deeper problem solving capabilities, whereas Meta prioritizes reducing superfluous API queries to complete tasks faster and cheaper.