Engineering a trustworthy AI co-designer for long-term collaboration, focusing on architecture beyond context window size.
Analysis of GLM-5.2, a new open-weight model with IndexShare for efficient long-context sparse attention.
Anthropic's Claude Opus 4.6 and Sonnet 4.6 models now offer 1M context at standard pricing, contrasting with competitors' long-context premiums.
Anthropic's Claude Opus 4.6 and Sonnet 4.6 models now offer 1M context at standard pricing, contrasting with competitors' long-context premiums.
December's major AI model releases focused on open licensing, long-context efficiency, and multimodal capabilities from companies like Mistral, Amazon, and OpenAI.
Technical report on Qwen3-VL's video processing capabilities, achieving near-perfect accuracy in long-context needle-in-a-haystack evaluations.
Explores challenges and methods for evaluating question-answering AI systems when processing long documents like technical manuals or novels.
