Developer B. Venkata released legacy2mcp, an open-source tool that converts legacy SOAP/WSDL services into Model Context Protocol (MCP) servers, enabling AI agents to call them without hand-written ad…
A new survey of neural-network optimizers from arXiv (arXiv:2608.28557v1) finds that matrix-aware methods such as Muon, Shampoo, and SOAP represent a genuine advance, but no context-independent replac…
Ambient clinical scribes using generative AI in healthcare frequently omit pertinent negatives—explicit patient denials of symptoms—from SOAP notes, creating clinical blind spots and malpractice risk,…
MCP is not a replacement for REST APIs but an API protocol, the fifth iteration answering the same four questions since 1999, according to an analysis by the API Changelog. The article argues that fra…
Researchers at NVIDIA have enhanced preconditioned gradient methods like SOAP and Muon to overcome computational cost and numerical stability challenges in large-scale LLM pretraining, demonstrating t…
AI-enabled endpoints are reshaping web architecture by reviving service-oriented architecture (SOA) with flexible, intent-driven mediation, moving beyond rigid JSON APIs and XML-based SOA 1.0 to creat…
A developer has built Clinglang, a shorthand domain-specific language and parser designed to help doctors and medical students write structured clinical case notes faster. The tool converts these shor…