https://konecz.com/en/blog Papers and research from Konecz, with the method, the data and what did not work. en https://konecz.com/en/blog/kodecz-agentes https://konecz.com/en/blog/kodecz-agentes Sun, 01 Nov 2026 12:00:00 GMT When an AI agent writes a video as code, the mistake is almost never in the code: it is text over a face, or a zoom out of step with the speech. The Kodecz paper shows how the editor lets the agent see and check its own video, and measures it on 5,007 cases. A plain summary, with the numbers. https://konecz.com/en/blog/kodecz-render https://konecz.com/en/blog/kodecz-render Sun, 01 Nov 2026 12:00:00 GMT Kodecz turns a web page into an MP4 video without taking a picture of every frame, on the graphics card or on the processor alone. On a 74.7 s video, it used 15 to 17 times less CPU than Remotion, with a nearly identical result. A plain summary of the paper, with the numbers and where it loses. https://konecz.com/en/blog/lancamento-kodecz https://konecz.com/en/blog/lancamento-kodecz Sun, 01 Nov 2026 12:00:00 GMT Kodecz, the video editor for AI from Konecz, is now open source. The video is a web page and renders to MP4, on the graphics card or on the processor alone, with 10 times less CPU than Remotion on the same video. What it is, who it is for and how to install it. https://konecz.com/en/blog/remotion-gpu https://konecz.com/en/blog/remotion-gpu Fri, 30 Oct 2026 12:00:00 GMT remotion-gpu moves the heavy part of a Remotion export to the graphics card. On a 75 s video, the processor worked 112 s instead of 460 s (4.1 times less), and the result looked almost the same. A plain summary of the paper, with the numbers and what did not work.