QM Academy
QM Academy
Curated learning for AI Engineers, Data Professionals, and Educators. Eleven tracks. One editorial standard: if it doesn't help you make a better decision about AI, it doesn't make the cut.
Subscribe to QM Signal →Discipline Tracks
Discipline Tracks. Built for people doing the work.
AI Fundamentals
What AI is, what it isn't, and how to evaluate it for your organization.
AI Engineering
Production deployment patterns, prompt engineering, and agentic systems.
Machine Learning
Model selection, training pipelines, and evaluation for regulated production environments.
Data Engineering
Lakehouses, pipelines, and governance frameworks that AI actually depends on.
MLOps & Infrastructure
Deployment, monitoring, and operational patterns that keep models in production.
AI Ethics & Governance
Accountability frameworks, bias evaluation, and governance for organizations deploying AI responsibly.
Teaching AI
Curriculum, frameworks, and classroom-ready resources for teaching AI literacy — no engineering background required.
Sector Tracks
Industry-specific AI for regulated sectors.
Finance AI
AI applications in financial services — risk modeling, fraud detection, and regulatory compliance.
Legal AI
Contract analysis, legal research automation, and compliance monitoring for legal professionals.
Insurance AI
Underwriting, claims automation, and risk assessment for insurance operations.
Media & Data Intelligence
AI for media companies, data platforms, and intelligence operations — synthesis, tagging, and distribution.
QM Signal
Latest from QM Signal
Daily synthesis of the AI developments that matter — filtered for relevance, stripped of hype.
The Struggle Between Continuation and Refusal: A Mechanistic Analysis of the Continuation-Triggered Jailbreak in LLMs
ArXiv cs.LG
→Forecast Skill Is Not Decision Skill: Evidence from Weather-Dependent Decision Tasks
ArXiv cs.LG
→Adaptive Gated Deepfake Detection for Low-Resolution and Resource-Constrained Environments
ArXiv cs.LG
→For Educators
Are you a teacher or professor?
We built a dedicated experience just for you. Free resources to understand, use, and teach AI — no technical background required.
Team AI Literacy
Your team is ready to learn. We'll make sure they build on the right foundation.
We pair learning programs with a data readiness audit — so your team develops skills on infrastructure that will actually support production AI.