Qwen Image 2.1, ScrollEd, and a robot fight in San Francisco

20 September 2026 saw two products launch at once, while two days earlier an event took place that is difficult to classify as either software or marketing: in San Francisco, a human entered the ring against a humanoid for the first time. Three stories from one week offer a glimpse into the directions in which AI and robotics are actually moving.

Qwen Image 2.1: up to ten references and native transparency

On 20 September, the Qwen team released an image-generation and editing model with 7 billion parameters. The weights are available under a research license, so the model is immediately accessible for noncommercial use and experimentation.

What it can do:

• create images from scratch based on a text description and edit existing ones;
• accept up to ten reference images at once: appearance can be taken from one photo, clothing or objects from another, and the result transferred to a new scene;
• preserve the appearance of people and fine details of objects across a series of images, which is exactly what batch production requires;
• work with transparency natively: the model directly outputs images with transparent backgrounds in RGBA format and edits them without a separate background-removal step;
• place text and graphics inside images, making it suitable for infographics where labels and diagrams need to be legible.

The developers also claim support for panoramas and virtual try-ons of clothing on other products. The practical significance for content production is clear: logos, stickers, interface elements, and advertising graphics previously required manual background removal, whereas transparency is now produced at the generation stage. For character series and product lines, something else matters more: ten references instead of one reduce variation from image to image.

ScrollEd: a textbook in feed format

ScrollEd, a startup from Palo Alto whose founders are graduates of Stanford and the University of Pennsylvania, turns PDFs and textbooks into a vertical feed in the style of TikTok. The service was described by TechCrunch on 20 September. AI breaks the uploaded material into short blocks: videos, audio clips, text cards, and quizzes. The user swipes up to move to the next topic; after each block, the service offers a short quiz to check how well the information was retained.

The revenue model is based on freemium, with a paid ScrollEd Pro plan; the specific price was not given in the announcement. The company entered the Startup Battlefield 200 at TechCrunch Disrupt. The service is built around an uncomfortable observation: it is unrealistic to expect someone accustomed to an endless feed to concentrate on a textbook page for hours, so the material is delivered in small portions in a format they already know. For those preparing courses and educational content, the practical takeaway is that breaking a topic into short blocks with a check at the end works better than continuous text.

A human-and-robot fight in San Francisco

On 18 September, San Francisco hosted the first human-versus-humanoid fight under MMA rules. Blogger Frankie LaPenna entered the ring, facing the Rekbot robot from REK, which stands about 183 centimeters tall. Both participants wore protective gear, and the fight took place under the control of the robot's operator.

The bout was brief: the robot landed a kick to the body, LaPenna fell to the floor and could not continue, and the machine effectively won. Despite the protective gear, the blogger suffered a wrist injury from one of the blows she failed to block.

The experiment itself says little about the machines' fighting abilities: the robot was controlled by a human, and there was no autonomy in the scenario. Its value lies elsewhere. Humanoids that until recently were demonstrating walking and simple movements are now physically competing with an adult human, which is enough to demonstrate the power of their actuators and the precision of their movements. An injury despite full protection shows the other side: robots have neither an opponent's instinct for self-preservation nor an understanding of the damage they are inflicting.

What to take away

• Qwen Image 2.1 is worth trying for batch graphics: batches of logos, stickers, product cards with transparent backgrounds, and infographics with editable text. Before commercial use, check the terms of the research license.
• ScrollEd is a ready-made template for breaking down your own material: upload text and get a feed of short blocks with quizzes. This format is easy to reproduce for internal courses and educational articles.
• When working with robots, maintain distance and follow procedures. While the operator was standing nearby, everything looked controllable; once autonomy enters the scenario, the same mechanisms used with AI will be needed: safeguards, an emergency stop, and an accountable person.