Archives AI News

15 Most Relevant Operating Principles for Enterprise AI (2025)

Enterprise AI is moving from isolated pilots to production-grade, agent-centric systems. The principles below distill the most widely posted requirements and trends in large-scale deployments, based solely on documented industry sources. 1) Distributed agentic architectures Modern deployments increasingly rely on cooperating AI agents that share tasks instead of a single monolithic model. 2) Open interoperability […] The post 15 Most Relevant Operating Principles for Enterprise AI (2025) appeared first on MarkTechPost.

Implementing OAuth 2.1 for MCP Servers with Scalekit: A Step-by-Step Coding Tutorial

In this tutorial, we’ll explore how to implement OAuth 2.1 for MCP servers step by step. To keep things practical, we’ll build a simple finance sentiment analysis server and secure it using Scalekit, a tool that makes setting up OAuth both faster and easier. With Scalekit, all we need to do is expose a metadata […] The post Implementing OAuth 2.1 for MCP Servers with Scalekit: A Step-by-Step Coding Tutorial appeared first on MarkTechPost.

Tencent open sources two high-performing translation models

Chinese tech giant Tencent has open sourced two specialized translation models, claiming they outperform established tools like Google Translate in international benchmarks. The article Tencent open sources two high-performing translation models appeared first on THE DECODER.

Prime Intellect launches an open platform for reinforcement learning environments

Prime Intellect, a San Francisco AI startup, has launched the Environments Hub, an open platform for building and sharing reinforcement learning (RL) environments. The aim is to counter the closed systems built by major AI labs. The article Prime Intellect launches an open platform for reinforcement learning environments appeared first on THE DECODER.

LLMs struggle with clinical reasoning and are just matching patterns, study finds

A new study in JAMA Network Open raises fresh doubts about whether large language models (LLMs) can actually reason through medical cases or if they're just matching patterns they've seen before. The researchers say these models aren't ready for clinical work. The article LLMs struggle with clinical reasoning and are just matching patterns, study finds appeared first on THE DECODER.