Matthew Berman reviews the release of Kimi K3.1 Pro weightsAn open-weight model makes its trained parameter values available so others can run or adapt it under the release's licence. and a family of computer-use models, discussing reported benchmarks and the hardware needed to run larger models.
He surveys image generationAn AI image generation model creates or transforms images from text, images or other conditioning information., decision-making, scientific research and embedding models, describing examples and performance claims from their creators.
The roundup also covers video generationA video generation model creates or transforms moving images from text, images, video, audio, or structured controls., voice agents, efficient language models and document understanding. Matthew Berman closes with his assessment of GPT-6.1 Terra’s cost and speed.
Watch on YouTube
