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Language models continue to grow larger and more capable, yet many teams face the same pressure when trying to use them in real products: performance is rising, but so is the cost of serving the models. High quality reasoning often requires a 70B to 400B parameter model. High scale production…
Zhipu AI has open sourced the GLM-4.6V series as a pair of vision language models that treat images, video and tools as first class inputs for agents, not as afterthoughts bolted on top of text.
Model lineup and context length
The series has 2 models. GLM-4.6V is a 106B parameter foundation model for cloud and…
Increasing speed of discovery Cyril Zipfel, professor of Molecular & Cellular Plant Physiology at the University of Zurich and Sainsbury Lab, saw research timelines shrink drastically. They used AlphaFold alongside comparative genomics to better understand how plants perceive changes in their environment, paving the way for more resilient crops. AlphaFold has been cited in more…
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# Introduction
Large language models (LLMs) are capable of many things. They are capable of generating text that looks coherent. They are capable of answering human questions in human language. And they are also capable of analyzing and organizing text from other sources, among many other skills.…
TLDR: VISTA is a multi agent framework that improves text to video generation during inference, it plans structured prompts as scenes, runs a pairwise tournament to select the best candidate, uses specialized judges across visual, audio, and context, then rewrites the prompt with a Deep Thinking Prompting Agent, the method shows consistent gains over strong…
Scientists are using AlphaFold in their research to strengthen an enzyme that’s vital to photosynthesis, paving the way for more heat-tolerant crops. As global warming accompanies more droughts and heatwaves, harvests of some staple crops are shrinking. But less visible is what is happening inside these plants, where high heat can break down the molecular…
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As businesses and researchers rely ever more on web data, large-scale scraping has become a mission-critical activity in 2026. The success of such projects hinges on choosing the right proxy provider—one with global coverage, high reliability, powerful anti-bot capabilities, and strong compliance. In this article, we compare industry leaders:…
Black Forest Labs has released FLUX.2, its second generation image generation and editing system. FLUX.2 targets real world creative workflows such as marketing assets, product photography, design layouts, and complex infographics, with editing support up to 4 megapixels and strong control over layout, logos, and typography.
FLUX.2 product family and FLUX.2 [dev]
The FLUX.2…
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# Introduction
Most of the time, you learn better by building things, as is common in frontend development. I remember when I first started coding, I spent a month reading about UI/UX, HTML, and CSS, but I still couldn’t design a simple interface. That’s because this kind of learning requires…
How do you reliably find, segment and track every instance of any concept across large image and video collections using simple prompts? Meta AI Team has just released Meta Segment Anything Model 3, or SAM 3, an open-sourced unified foundation model for promptable segmentation in images and videos that operates directly on visual concepts instead…