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Black Forest Labs Releases FLUX 3: A Multimodal Flow Model for Image, Video, Audio and Robot Action Prediction
Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and Self-Evolving Skills
Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch
A Developer’s Guide to Systematic Prompting: Mastering Negative Constraints, Structured JSON Outputs, and Multi-Hypothesis Verbalized Sampling

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OPPO rolls out ColorOS 16 July update with new fingerprint animations, camera filters, Contact Poster preview and smoother performance 01
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YouTube Shorts adds 2x playback, mute button, and new recommendation controls
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Microsoft Surface Laptop Ultra announced, featuring 15-inch mini-LED display, NVIDIA Blackwell RTX, 128GB unified memory, and more
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OpenAI adds Codex Pets with real-time task overlay
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WhatsApp testing noise cancellation for voice and video calls
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Nothing Phone (4a) launched in India at ₹31,999 featuring Glyph Bar design, 1.5K AMOLED display, Snapdragon 7s Gen 4, and more

OPPO rolls out ColorOS 16 July update with new fingerprint animations, camera filters, Contact Poster preview and smoother performance

OPPO India has announced the July monthly update for ColorOS 16, introducing new personalization features, camera enhancements, Contact Poster improvements, and system optimizations. The latest update focuses on making everyday interactions more customizable while improving overall system responsiveness and Face Unlock reliability. The ColorOS 16 July update will be rolled out in phases to eligible…

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Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and Self-Evolving Skills

EverMind has released EverOS, an open-source memory runtime for AI agents. It ships under an Apache 2.0 license. It targets a problem agent builders hit early: large language models are stateless. The conversation ends, and the context is gone. EverOS proposes a different substrate. Instead of locking memory inside a vector database, it writes memory…

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YouTube Shorts adds 2x playback, mute button, and new recommendation controls

YouTube has announced a new set of updates for YouTube Shorts, introducing new playback controls, a cleaner viewing experience, and more personalized content recommendations. The latest features are rolling out gradually based on user feedback gathered since Shorts debuted five years ago. The update focuses on reducing interface distractions, giving viewers greater control over playback,…

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Parallax: A Parameterized Local Linear Attention That Keeps Softmax and Adds a Learned Covariance Correction Branch

The Transformer’s attention mechanism has barely changed since 2017. Most efficiency work has tried to replace softmax attention outright. A new paper takes a different route. It keeps softmax attention and bolts on a correction branch. A team of researchers from Northwestern University, Tilde Research, and University of Washington introduce a parameterized Local Linear Attention…

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Microsoft Surface Laptop Ultra announced, featuring 15-inch mini-LED display, NVIDIA Blackwell RTX, 128GB unified memory, and more

Microsoft has announced the Surface Laptop Ultra, its most powerful Surface device to date, aimed at developers, AI researchers, software engineers, and creative professionals. Developed in collaboration with NVIDIA, the new laptop is designed to handle demanding workloads, including large-scale AI models, software development, 3D rendering, and content creation, while maintaining the portability of a…

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A Developer’s Guide to Systematic Prompting: Mastering Negative Constraints, Structured JSON Outputs, and Multi-Hypothesis Verbalized Sampling

Most developers treat prompting as an afterthought—write something reasonable, observe the output, and iterate if needed. That approach works until reliability becomes critical. As LLMs move into production systems, the difference between a prompt that usually works and one that works consistently becomes an engineering concern. In response, the research community has formalized prompting into…

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