Author: Ricardo

SkillOpt is a text-space optimizer developed by a staff of researchers from Microsoft, Shanghai Jiao Tong University, Tongji University, and Fudan University. SkillChoose trains a single natural-language talent doc whereas the goal mannequin stays frozen. An optimizer mannequin reads scored rollouts and proposes bounded add/delete/substitute edits. A held-out choice cut up accepts an edit solely…

In this tutorial, we construct a workflow for evaluating the safety posture of AI expertise with NVIDIA SkillSpector. We create an artificial ability market containing clear, dangerous, malicious, and MCP-based examples, then scan every ability by means of SkillSpector’s LangGraph inspection pipeline. We look at danger scores, categorized findings, confidence ranges, analyzer completeness, and executable-script…

Y Combinator crew has open-sourced QM (quartermaster), the multi-agent harness it makes use of internally. QM is described as a multiplayer agent harness for work, working in Slack and on the net. YC crew runs QM throughout accounting, authorized, occasions, and engineering, together with constructing QM itself. The entire venture ships underneath the MIT license….