Practical Bot Use

Stanford researchers from the Scaling Intelligence Lab have introduced Open Source OpenJarvis, an open-source framework for building personal AI agents that run entirely on-device [1]. For years, the development of intelligent assistants has heavily relied on routing core reasoning through external cloud APIs. However, this dependency, a key point in the machine learning cloud vs local discussion, often introduces noticeable delays and significant data exposure risks. To counter this, Stanford’s OpenJarvis is a local-first framework designed to run AI agents entirely on-device, prioritizing privacy, low latency, and reduced operational costs. This release champions the concept of Local-first AI, an approach where artificial intelligence tasks are processed directly on a user’s device, such as a laptop or phone, rather than on...

Google Research is proposing a paradigm shift in how accessible software is built with its new framework, “Natively Adaptive Interfaces (NAI): An Agentic Multimodal Accessibility Framework Built on Gemini for Adaptive UI Design” [1]. This revolutionary approach moves beyond incremental updates by positioning multimodal AI agents as the primary user interface. A multimodal AI agent is a type of artificial intelligence that can process and understand information from multiple sources, such as text, images, and speech, and also generate outputs in these different formats. In NAI, it acts as the main user interface. This fundamentally contrasts with the traditional “bolted-on” method where accessibility features are added as a separate, often clunky, layer. Instead, Google’s NAI introduces an agentic multimodal AI...

The viral virtual assistant OpenClaw is more than just a popular tool; it’s a symbol of a revolution that could fundamentally alter the internet. We are witnessing a monumental shift as the web transitions from a space primarily inhabited by humans to one where autonomous AI bots are the dominant force. To understand what is bot traffic, it’s important to note that these are not simple scripts, but artificial intelligence programs designed to operate independently on the internet, performing tasks without direct human intervention, from navigating websites to interacting with online services. A new report from TollBit, supported by data from Akamai, confirms this trend, revealing that these bots already constitute a meaningful share of all web traffic, a topic...

In a significant move to bridge artificial intelligence and scientific inquiry, OpenAI launches Prism, a new AI workspace for scientists [1]. This new platform, offered as a free, AI-enhanced word processor and research tool for all ChatGPT account holders, is designed to serve as a co-pilot for discovery. Deeply integrated with the company’s latest model, Prism’s core mission is not to automate research but to accelerate the pace of human-led scientific breakthroughs. Underscoring this ambitious vision, OpenAI believes 2026 will be a pivotal year for AI in science, mirroring AI’s impact on software engineering in 2025. This initiative positions the company at the forefront of a new era of research, championing a model of Human-AI collaboration, a key aspect of...

The heart of a great storm is a place of unimaginable violence. It is a maelstrom of wind and water, a churning vortex where the laws of physics seem to bend under the sheer force of nature’s fury. For meteorologists and climate scientists, this chaotic core has long been a ‘black box’ – a region of critical importance that is notoriously difficult, dangerous, and often impossible to observe directly. Satellite imagery gives us a view from above, and courageous ‘hurricane hunter’ aircraft can pierce the eyewall, but the ocean’s surface, where the storm draws its terrifying power, has remained largely unmeasured. Until now. In a feat of engineering and audacity that will be recorded in the annals of oceanography, a...