Get rid of the halftone pattern in Qwen Image/Qwen Image Edit with this

I’m not sure if this has been shared here already, but I think I found a temporary solution to the issue with Qwen putting a halftone/dot pattern all over the images. A kind person has fine tuned the Wan VAE (which is interchangeable with Qwen Image/Qwen Image Edit) and made it so that it doubles …

From shiny object to sober reality: The vector database story, two years later

When I first wrote “Vector databases: Shiny object syndrome and the case of a missing unicorn” in March 2024, the industry was awash in hype. Vector databases were positioned as the next big thing — a must-have infrastructure layer for the gen AI era. Billions of venture dollars flowed, developers rushed to integrate embeddings into …

A single beam of light runs AI with supercomputer power

Aalto University researchers have developed a method to execute AI tensor operations using just one pass of light. By encoding data directly into light waves, they enable calculations to occur naturally and simultaneously. The approach works passively, without electronics, and could soon be integrated into photonic chips. If adopted, it promises dramatically faster and more …

Cybersecurity and LLMs

TL;DR Large language models (LLMs) and multimodal AI systems are now part of critical business workflows, which means they have become both powerful security tools and high-value targets. Attackers are already jailbreaking models, stealing prompts, abusing autonomous AI agents, and weaponizing tools like WormGPT and FraudGPT. The next few years will be defined by an …

Depth Anything 3: Recovering the Visual Space from Any Views ( Code , Model available). lot of examples on project page.

Project page: https://depth-anything-3.github.io/ Paper: https://arxiv.org/pdf/2511.10647 Demo: https://huggingface.co/spaces/depth-anything/depth-anything-3 Github: https://github.com/ByteDance-Seed/depth-anything-3 Depth Anything 3, a single transformer model trained exclusively for joint any-view depth and pose estimation via a specially chosen ray representation. Depth Anything 3 reconstructs the visual space, producing consistent depth and ray maps that can be fused into accurate point clouds, resulting in high-fidelity …

architecture diagram biomni

Build a biomedical research agent with Biomni tools and Amazon Bedrock AgentCore Gateway

This post is co-authored with the Biomni group from Stanford. Biomedical researchers spend approximately 90% of their time manually processing massive volumes of scattered information. This is evidenced by Genentech’s challenge of processing 38 million biomedical publications in PubMed, public repositories like the Human Protein Atlas, and their internal repository of hundreds of millions of …

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A new top score: Advancing Text-to-SQL on the BIRD benchmark

In the fast-evolving world of agentic development, natural language is becoming the standard for interaction. This shift is deeply connected to the power of operational databases, where a more accurate text-to-SQL capability is a major catalyst for building better, more capable agents. From empowering non-technical users to self-serve data, to accelerating analyst productivity, the ability …