TypeSafe AI's Jev model is built to make decisions in a fraction of a second rather than produce text. The speed promises cost savings for automation but raises new governance challenges.
Meta has released two new models, Muse Wonder and Muse Wonder Full, which it says can compete with the industry's best. They follow Muse Spark, the first model from its revamped Superintelligence Labs, and the Muse AI agent.
Vercel has added Meta's Muse Wonder to its AI Gateway, so developers can call it with a single API key and no Meta account. The model targets coding, long-running agents and computer use, with a 1-million-token context window and support for text, images, PDFs, tool calling and structured output.
Vercel has added Google's Gemini 4 Argon to its AI Gateway. The model targets coding, agentic tasks and complex reasoning, offers a 1M-token context window, takes text, image, PDF and video input, and supports tool calling. It uses low, medium and high thinking levels rather than thinking budgets.
vLLM Semantic Router has released Decision 3.0, five Apache-2.0 multimodal decision models ranging from 0.8 to 27 billion parameters. They answer multiple-choice, yes/no and scoring questions about text and images in one call without generating text.
In nearly four years, AI chatbots have crossed several milestones in comprehension, reasoning and creativity. Tests show they still make blunders, though, and remain better stocked with knowledge than with judgment.