MiMo-V2.6-Pro is an open-weight AI model by Xiaomi released in September 2026, scoring 46 on the Artificial Analysis Intelligence Index with strong performance at 125 tokens per second. Priced at $0.43 per 1M input tokens and $0.87 per 1M output tokens, it supports multimodal inputs (text, image, speech, video) with a 1M token context window.
Limite is a 1-billion parameter language model developed by Paradigma that achieves 94% on AIME and 74.25% on BeyondAIME through efficient training on curated data and mathematical reasoning optimizations. The model is designed for high-throughput mathematical problem-solving with minimal instruction-tuning, though it has limitations in general instruction-following tasks outside mathematics.
An overview of AI agents as of September 2026, distinguishing them from chatbots, workflows, and models themselves. The author defines an agent as a persistent system that perceives state, reasons with a model, takes actions via tools, and repeats toward a goal. Examples range from simple API-calling chatbots to complex multi-agent systems building compilers.
jev-1.13 is a fast model good at common-sense tasks but has documented failure modes including literal interpretation, poor mathematical reasoning, unreliable counting, weak numeric calibration, and difficulty with date comparisons and indirect instructions.