Model Context Protocol (MCP) 这个协议简单说就是给大语言模型接入外部数据和工具提供了一套标准化方案。MCP 统一了模型和各种数据源、工具服务之间的交互方式。 FastMCP 是目前用 Python 构建 MCP 服务器最顺手的框架,把底层那些复杂的协议实现全都封装好了,开发者 ...
A new Nemo Open-Source toolkit allow engineers to easily build a front-end to any Large Language Model to control topic range, safety, and security. We’ve all read about or experienced the major issue ...
From unfettered control over enterprise systems to glitches that go unnoticed, LLM deployments can go wrong in subtle but serious ways. For all of the promise of LLMs (large language models) to handle ...
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More A primary challenge for generative AI and large language models (LLMs) ...
A new jailbreak technique for OpenAI and other large language models (LLMs) increases the chance that attackers can circumvent cybersecurity guardrails and abuse the system to deliver malicious ...
When Nandakishore Leburu was building LLM applications at LinkedIn, he learned that the models weren't the problem. The security around them was. He's now a Principal Engineer at Walmart, working on ...
Security and safety guardrails in generative AI tools, deployed to prevent malicious uses like prompt injection attacks, can themselves be hacked through a type of prompt injection. Researchers at ...
Generative AI is rapidly becoming a new interface to your organization. It drafts, summarizes, answers, recommends and increasingly triggers actions through workflows and tools. That shift creates a ...
AI agents are the latest evolution in the relatively short life span of generative AI, and while some organizations are still trying to figure out how the emerging technology fits in their operations, ...
The term "guardrails" generally refers to mechanisms, policies and practices that are put in place to ensure that artificial intelligence (AI) systems operate safely, ethically and within certain ...