The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

Azure Functions shipped a serverless agents runtime in public preview at Build 2026. Agents are defined in .agent.md markdown ...

Microsoft's GitHub repositories have become the latest to fall victim to the ongoing Miasma self-replicating supply chain attack campaign. The incident impacted 73 Microsoft repositories across four ...

A design flaw – or expected behavior based on a bad design choice, depending on who is telling the story – baked into Anthropic's official Model Context Protocol (MCP) puts as many as 200,000 servers ...

In our study, a novel SAST-LLM mashup slashed false positives by 91% compared to a widely used standalone SAST tool. The promise of static application security testing (SAST) has always been the ...

The XML to JSON Converter is a flexible java-based tool/library designed to convert any XML input into JSON format. This offers a generic tool for converting XML files into JSON format, providing ...

Decades ago, XML was the standard for data exchange, but its verbosity and parsing overhead made it inefficient for modern applications. Then came JSON, which revolutionized interservice communication ...

Be easy to learn and simple to teach. Have an API for decoding that is reasonably declarative and gives good feedback on unexpected input. Make use of modern Java features. The non-goals of this ...

In this part 4 article of the Oracle Database 23ai series, we will see how to expose the REST API using ORDS. We will also learn how to develop enterprise-grade applications with various programming ...