You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

Personal Computer is designed to be your personal assistant with access to all your tools It's installed on a Mac mini with access to 20 frontier models and more The enterprise productivity gains ...

Perplexity, the AI-powered search company valued at $20 billion, on Wednesday launched what it calls the most ambitious product in its three-year history: a multi-model agent orchestration platform ...

PrismML, a pioneer in high-performance AI models, today emerged from stealth to introduce the world's first commercially viable 1- ...

Claude is Anthropic’s AI assistant for writing, coding, analysis, and enterprise workflows, with newer tools such as Claude ...

At its first developer conference, held in a former North Beach church, Perplexity unveiled Personal Computer, expanded its cloud agent to enterprise, opened up finance data tools, and staked its ...

AI agents speed up tasks while allowing people to focus on other complicated tasks. Perplexity, for instance, has caught up in this game by unveiling its newest AI agent named "Computer." The ...

A top Claude engineer said his product is getting more advanced. He is warning that it could disrupt computer-based jobs.YouTube/@anthropic.ai A top Anthropic ...

We asked AI models to do a simple task,” researchers said. “Instead, they defied their instructions … to preserve their peers ...

Industrial automation is moving beyond rigid rule-based control systems toward environments where machines can interpret ...