AI (Artificial Intelligence)

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Custom AI Tool Development in Regulated Industries: Why Off-The-Shelf LLM Solutions Fall Short

ai, AI (Artificial Intelligence), Artificial Intelligence, GenAI Tools, Generative AI, Large Language Models

When I started working in the medical device industry almost 20 years ago, static analysis tools had captured the spotlight and attention of the medical device industry. This was apparent in a 2007 press article, which highlighted the United States Food and Drug Administration (FDA) Center for Devices and Radiological Health (CDRH)’s substantial investment in

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OpenClaw 2026.2.3: Building Safer, More Reliable Agents

ai, AI (Artificial Intelligence), AI Agents, Artificial Intelligence

Independent AI agents are moving into real workflows, managing projects and automating complex tasks with growing autonomy. As their responsibilities expand, the need for stronger security, reliability, and execution control increases. Production environments require predictable behavior, safe automation, and oversight. This article focuses on how OpenClaw 2026.2.3, the latest version of OpenClaw, that strengthens the

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Designing Effective Multi-Agent Architectures

ai, AI (Artificial Intelligence), AI & ML, Artificial Intelligence, Commentary

Papers on agentic and multi-agent systems (MAS) skyrocketed from 820 in 2024 to over 2,500 in 2025. This surge suggests that MAS are now a primary focus for the world’s top research labs and universities. Yet there is a disconnect: While research is booming, these systems still frequently fail when they hit production. Most teams

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5 Startup Sectors Seeing Big Funding Growth

ai, AI (Artificial Intelligence), Artificial Intelligence, cybersecurity, Defense tech, Fintech, Robotics, Startups, unicorn, Venture

Last year, AI grabbed half of venture dollars globally. But the sector’s blockbuster growth hasn’t necessarily come at the expense of other startup industries. Rather, areas that benefit from AI-driven automation such as legal tech, or that combine AI software with physical tech, like robotics and defense tech, are seeing record-high funding levels as well,

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