Meet ‘Code-as-World’: An Agentic Loop That Rewrites Real Videos Into Executable MuJoCo Physics Programs

Meet ‘Code-as-World’: An Agentic Loop That Rewrites Real Videos Into Executable MuJoCo Physics Programs

RoboticsSeptember 2, 202612Views 0Likes 0Comments

MirroS released Code-as-World: a paradigm that represents physical worlds through executable world representations. The argument is narrow and testable: pixels are evidence of a physical scene, not its ontology. A video model can predict plausible frames without ever representing mass, contact, or gravity. So instead of pixels, latents, or captions, Code-as-World represents a scene as…

The Local AI Stack for Productive SLMs

Data AnalyticsAugust 28, 202613Views 0Likes 0Comments

Introduction Running a small language model locally is straightforward. Running one productively — inside a real development workflow, with proper context, tool access, and iteration speed — is a different problem entirely. The gap between "I got a model responding in my terminal" and "I have a local AI setup that actually improves how I…

Cohere Releases Parse 5 (parse-v5.0): A 2.3B Vision Language Model That Turns Enterprise Documents Into Markdown

AI NewsAugust 28, 202610Views 0Likes 0Comments

Cohere has released Parse (parse-v5.0), a document parsing model aimed at high-volume enterprise ingestion. It is a 2.3B-parameter vision language model with an 8,192-token context window and a ~4.6GB footprint, built on Cohere Labs’ North-Micro-Vision-Instruct architecture. Parse takes a PDF, PPT or JPEG page as a base64-encoded data URI and returns Markdown containing text in…

Build with Gemini Omni 1.1 Flash

OpenAIAugust 28, 202612Views 0Likes 0Comments

Today, we’re introducing Gemini Omni 1.1 Flash, a new suite of creative controls and generative video capabilities to support developers. Gemini Omni brought real-world reasoning to generative creation, and today’s updates make Omni 1.1 production-ready for professional use via the Gemini API in Google AI Studio. Whether you’re building generative video workflows, creative tools, or…

NLP in 2026: Trends, Use Cases & Future of Language AI | Shaip

Human AiAugust 28, 20269Views 1Like 0Comments

Every day, your organization produces a mountain of words. Support tickets, contracts, clinical notes, customer reviews, emails, call transcripts. Roughly 80% of all enterprise data exists as unstructured text like this — and until recently, almost none of it could be analyzed at scale. It just sat there. Natural Language Processing changed that. And in 2026, with large…

Run Muse Glimmer for Local Vibe Coding with llama.cpp, DFlash, and Pi

Data AnalyticsAugust 23, 202617Views 0Likes 0Comments

Muse Glimmer is gaining attention in the local AI community and is being compared with Qwen's 27B-class models. In many cases, it is performing better, especially for local coding and agentic workflows. Meta looks strong in the open-model space, and with a few more iterations, models like this could start competing closely with proprietary systems.…

Xiaomi’s MiLM Plus Releases PROVE: Perception-Aligned Object Removal Metrics RC-S and RC-T With a Real-World Video Benchmark

AI NewsAugust 23, 202613Views 0Likes 0Comments

Object removal models have improved faster than the metrics used to judge them. Diffusion erasers now reconstruct shadows, reflections and occluded structure convincingly, yet PSNR, SSIM, LPIPS, ReMOVE and CFD frequently rank their outputs the wrong way. The root cause is structural: erasure is an ill-posed, one-to-many task, so no single ground truth exists to…

Google DeepMind and Google.org announce AI for Math Initiative

OpenAIAugust 23, 202614Views 0Likes 0Comments

Mathematics is the foundational language of the universe, providing the tools to describe everything from the laws of physics to the intricacies of biology and the logic of computer science. For centuries, its frontiers have been expanded by human ingenuity alone. At Google DeepMind, we believe AI can serve as a powerful tool to collaborate…

Modern Operating Systems for AI Agents

Human AiAugust 23, 202614Views 0Likes 0Comments

An operating system (OS) is the fundamental software that acts as an intermediary between computer hardware and user applications. It manages hardware resources such as the CPU, memory, storage, and input/output devices, while providing essential services like process scheduling, file management, security, and user interfaces. Without an OS, users would need to interact directly with…

Run Qwen3.8-27B as a Local AI Coding Agent in Just 3 Commands

Data AnalyticsAugust 18, 202617Views 0Likes 0Comments

Running a capable 27B model as a local AI coding agent used to mean setting up inference servers, configuring endpoints, and connecting everything manually. With Qwen3.8-27B, Ollama, and OpenCode, the process is now remarkably straightforward. Qwen3.8-27B is one of the local models I have been most excited to try. It is strong at coding, reasoning,…

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