Muse Spark 1.1 scores 51 on the Artificial Analysis Intelligence Index, up 8 points from 1.0, and is cost-efficient. Meta claims significant improvements in agentic tool calling and computer use, with a 43-point improvement on DeepSWE. The model is available via the new Meta Model API (not in EU).
Richard Sutton, a pioneer in reinforcement learning, announced the launch of Oak Lab, aiming to build a trillion-parameter agent that learns and plans in real-time using only 20 watts. The lab's architecture, called OaK (Options and Knowledge), is based on dynamic RL where the AI learns continuously from its own experiences.
Anthropic analyzed 300K+ anonymized conversations to study how Claude's expressed values differ across models and languages. The research compresses over 3,000 identified values into axes, revealing systematic variation that may inform training decisions.
The BytePlus model generates text without spelling errors, dense infographics with charts, and realistic portraits. It is also available on the Pika MCP for editorial-grade photo generation.
A Substack analysis estimates GenAI companies generate $110 billion in annual revenue, with total spending reaching $1.5 trillion. Revenue growth has accelerated 90x, from 180 days to under two days to add $1 billion.