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What is proxy observability? Agent observability is the discipline of instrumentation, tracking, evaluating and monitoring AI agents – AI agents throughout their life cycle –From planning and tool calls to memory write and final...
Sonos Roaming 2 strengthens its beloved predecessor with improved connectivity and stronger design, cementing its ultimate position as the ultimate smart speaker. The Roaming 2 has a tactile button that prevents accidental presses when...
In this tutorial, we aim to understand how Langgraph allows us to manage conversation flows in a structured way, while also providing the ability to “time travel” through checkpoints. By building a chatbot that...
introduce When you use AI and natural language processing, you will quickly encounter two basic concepts that are often confused: tokenization and blocking. Although both involve breaking the text into smaller works, they are...
In this tutorial, we set out to reproduce the spirit of a hierarchical reasoning model (HRM) using a locally run free embrace facial model. We introduce the design of lightweight but structured reasoning agents,...
“Think longer” question Large language models have made impressive progress in mathematical reasoning by extending their chain of ideas (COT) processes, which is actually “think longer” through more detailed reasoning steps. However, this approach...
Modern large language models (LLMs) go far beyond simple text generation. Many of the most promising real-world applications now require these models to use external tools such as APIs, databases, and software libraries to...
Voice AI technology has experienced unprecedented growth in 2025, with revolutionary breakthroughs in real-time conversation AI, emotional intelligence and voice synthesis. As businesses increasingly adopt voice agents and consumers to embrace the next generation...
Microsoft AI Lab officially launched mai-voice-1 and MAI-1 reviewmarking a new stage in the company’s artificial intelligence research and development work. The announcement explains how Microsoft AI Labs participates in AI research without any...
We begin this tutorial to demonstrate how to use it TPOT It’s actually to automate and optimize the machine learning pipeline. By working directly in Google Colab, we ensure that the settings are lightweight,...
How tracking tools evolve with the API restrictions of social media How tracking tools evolve with the API restrictions of social media ...
2025 marks a turning point for voice AI agents, with technology reaching the level of naturalness, contextual awareness and commercial adoption that it was ten years ago. Voice AI is no longer limited to...
Hidden cost of AI: GPU bill AI model training often consumes millions of dollars in GPU computing, a burden that shapes budgets, limits experiments, and slows down progress. Status: Training a modern language model...