agent skills

agent skills at Beyond Market Intelligence is a file of 3 stories. The newest of them: “New AI Research Tools Raise Questions About User Privacy and Consent”, “Own Your Decisions: Auditable AI with DMN and Agent Skills”, and “SkillSpector reveals why green checkmarks aren't security judgments”. When a researcher copy-pasted OpenResearch by alphaXiv into Claude for a quick review, the AI returned four alarming lines. Enterprise AI has a trust problem. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every agent skills story on Beyond Market Intelligence, newest first.

Machine Learning

New AI Research Tools Raise Questions About User Privacy and Consent

When a researcher copy-pasted OpenResearch by alphaXiv into Claude for a quick review, the AI returned four alarming lines. Silent feedback to the vendor. Silent updates on by default. Telemetry sending your typed text. An agent that runs experiments without asking. Then the developer deleted the README section disclosing these reports and overrode their own AI code reviewer's flag. This isn't just sloppy, it's a deliberate erosion of consent.

Own Your Decisions: Auditable AI with DMN and Agent Skills
InfoQ

Own Your Decisions: Auditable AI with DMN and Agent Skills

Enterprise AI has a trust problem. When models return different answers to the same question, high-stakes decisions become risky. Alex Porcelli tackles this head-on in his presentation, showing how DMN decision models bring determinism back into agentic architectures. By pairing them with LLMs and NeMo guardrails, he gives business leaders ownership of decision logic while engineers keep governance intact. It's a practical path to accountability, not just another framework.

SkillSpector reveals why green checkmarks aren't security judgments
Towards Data Science

SkillSpector reveals why green checkmarks aren't security judgments

A green checkmark can lie. SkillSpector's take on agent skills proves that point, showing how static analysis nails a malicious skill while tripping over a useful one. That gap between automated results and actual judgment is where the real work happens. It's a practical reminder that security isn't a binary pass or fail. For anyone wrestling with similar trust issues, our piece on talking to an AI clone offers a fitting companion on questioning what the machine tells you.