Open Source

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A practical guide to setting up sandboxed for multi-tenant, isolated cloud dev environments with integrated AI coding agents and live preview URLs.

How to Build an AI App-Builder with Sandboxed

Learn how to set up and use sandboxed, an open-source engine that powers AI app-builders by providing isolated cloud dev environments, built-in coding agents, and live preview links for multiple users on a single server. Understand its architecture and practical usage.

Integrate DeepSeek, GLM, Qwen, and other vendor models as secure subagents or teammates

How to Delegate LLM Tasks with cc-fleet in Claude Code

Learn how to use cc-fleet to delegate tasks to various large language models (DeepSeek, GLM, Qwen, Kimi, MiniMax) within Claude Code. This guide covers installation, vendor registration, and leveraging cc-fleet as a secure Claude Code teammate or one-shot headless subagent, protecting your primary credentials and managing vendor API keys securely.

NVIDIA's latest foundation model for robotics and embodied AI, integrating diverse sensory data for advanced physical intelligence.

Cosmos 3: Omnimodal World Models for Physical AI

NVIDIA introduces Cosmos 3, a cutting-edge omnimodal world model designed for physical AI applications. This project leverages diverse data inputs to enable robots and embodied AI systems to better understand and interact with the physical world, pushing the boundaries of autonomous intelligence.

Explore Ideogram 4's state-of-the-art capabilities, including multilingual text rendering, structured JSON prompting, and leading performance in design benchmarks.

What is Ideogram 4: The Open-Weight Text-to-Image Foundation Model?

Ideogram 4 is Ideogram's first open-weight text-to-image foundation model, trained from scratch. It features a new structured JSON prompting interface, best-in-class multilingual text rendering, deep language understanding, explicit layout/color controls, and native 2k resolution. It leads open-weight models in Design Arena and ContraLabs typography evaluations.

Discover NVIDIA's 550B parameter LatentMoE model, optimized for agentic reasoning, long-context analysis, and multilingual capabilities with Multi-Token Prediction.

NVIDIA Nemotron-3-Ultra 550B: A Frontier LLM for Complex AI Workflows

Nemotron-3-Ultra-550B-A55B-BF16 is a frontier-scale LLM by NVIDIA, featuring a LatentMoE architecture, Mamba-2 + MoE + Attention hybrid, and Multi-Token Prediction. Designed for complex multi-step agents, long-context analysis, and high-accuracy reasoning across multiple languages, it offers configurable reasoning and is released under the OpenMDW License.

YouTube personality PewDiePie unveils a new artificial intelligence tool designed to manage and coordinate AI agents for various tasks.

PewDiePie Creates AI Agent Orchestrator

PewDiePie, the renowned YouTube personality, has developed an AI agent orchestrator. This new tool allows for the management and coordination of multiple AI agents, potentially revolutionizing content creation and automation.

Millions invested in LLM alignment are undone by a simple script and electricity costs less than a fast-food meal, exposing a critical flaw in AI safety economics.

The $20 AI De-alignment: How Safety Guardrails Evaporate for Pocket Change

A group called Heretic demonstrated how to strip alignment and censorship from 168 open-weight LLMs for just $20, using "weight surgery." This automated process, which bypasses human judgment, reveals a six-order-of-magnitude cost asymmetry that undermines corporate-scale AI safety investments and highlights performance gains in de-aligned models.

Transform a cheap desk toy into an intuitive, glanceable indicator for AI agent activity, freeing your focus from the monitor.

Your AI Assistant Doesn't Need a Screen: Build a Physical Status Lamp

Learn how to build CursorLight, a physical status lamp for Cursor Agent using an ESP32-C3 and a rewired traffic light toy. Get real-time, glanceable feedback on AI's thinking, busy, success, or error states without watching your screen. Includes hardware, software, and wiring guides.

Discover how Duckle's visual builder, 290+ connectors, and local AI assistant streamline your data workflows, replacing heavy ETL and fragile spreadsheets.

Duckle: The Local-First Desktop Data Pipeline Studio You Need

Explore Duckle, a local-first desktop data pipeline studio. Learn about its visual drag-and-drop builder, 290+ connectors, DuckDB integration, and a local AI assistant. Understand its offline capabilities, Git-ready workspaces, and how it simplifies ETL for single-machine workloads.

Discover how a novel framework, inspired by diffusion models, enables training of massive Transformers with significantly reduced memory footprint.

How DiffusionBlocks Overcomes the Deep Learning Memory Wall

Explore the "memory wall" in deep learning and how DiffusionBlocks, by reinterpreting residual networks as diffusion processes, offers a principled, block-wise training method. Learn how it dramatically cuts memory usage for large Transformer models, making them accessible on standard hardware.

Control over AI infrastructure—data, algorithms, and compute power—is the new geopolitical battleground, reshaping global power dynamics and national security.

The AI Arms Race: Nations Battle for Digital Sovereignty

Nations are investing billions to secure AI sovereignty. The US launches a $500B initiative, China promotes open-source AI to set global standards, and India builds a sovereign LLM for its multilingual population. This race for AI dominance defines 21st-century power.

Explore Genspark AI, an open-source Super Agent framework for multi-step task automation, offering local operation, diverse LLM integration, and versatile outputs.

What is Genspark AI and How Does It Work?

Discover Genspark AI, an open-source Super Agent framework that orchestrates multiple LLMs to plan, reason, and execute complex tasks. Learn about its local operation, customizability, and ability to generate dynamic Sparkpages, presentations, spreadsheets, and more, all without subscription costs or vendor lock-in.