FOR IMMEDIATE RELEASE
Cyber-Guild Launches LearningNuggets, a Personal AI Tutor for Cybersecurity Education
Built by ListenToSee, Inc. and synED’s Cyber-Guild, the Socratic AI platform pairs every learner — from middle schoolers to working security professionals — with a tutor named Nugget, a live browser terminal, real Docker labs, and a shared whiteboard.
THOUSAND OAKS,— July 1, 2026 — synED, the nonprofit parent of Cyber-Guild — the organization behind the Mayors Cyber Cup and Cyber Camps — together with governance, risk, and compliance consultancy ListenToSee, Inc., today announced the launch of LearningNuggets, a Socratic AI tutoring platform for cybersecurity education. The platform is available now at cyber-guild.app.
In 1984, educational psychologist Benjamin Bloom found that students who received one-on-one tutoring outperformed 98% of students taught in a conventional classroom — a finding known as the “two-sigma problem.” The result was never disputed. It was shelved, because personal tutoring, priced at $50 to $200 an hour, never scaled. Generative AI has closed that gap: Khan Academy’s Khanmigo tutor grew from 68,000 pilot users to more than 700,000 in a single year, and a 2025 randomized controlled trial published in Scientific Reports measured AI-tutoring effect sizes of 0.73 to 1.3 standard deviations — approaching Bloom’s threshold.
LearningNuggets puts that shift to work in cybersecurity. Its AI tutor, Nugget, does not lecture or hand out answers. It asks the question that makes the next one obvious, drops learners into a live Linux terminal running in the browser, and adjusts difficulty in real time to keep them at the edge of what they’re ready to learn. Two students working through the same topic will have different sessions, because Nugget adapts to how each individual thinks rather than delivering a fixed script.
Rather than supervising from a chat window, Nugget collaborates inside eight shared tools: a Socratic tutor with persistent memory across sessions, a shared whiteboard where Nugget sketches and annotates alongside the learner, a saved drawings library, a browser-based terminal, container-backed Docker labs for hands-on offense-and-defense work, web lookup grounded in current, cited sources, a searchable learning journal that exports to PDF, and a progress dashboard that tracks depth of engagement rather than test scores.
The platform launches with 26 curated cybersecurity topics organized across four layers — Foundations, Offense, Analysis, and Defense — spanning Linux fundamentals, networking, cryptography, cloud security, digital forensics, incident response, and AI collaboration and LLM security. Its engine is domain-agnostic: the Nugget Plugin Standard lets any subject-matter expert author new topics for the tutor to teach, positioning cybersecurity as the entry point rather than the ceiling.
LearningNuggets is built for four groups: middle and high school students building an early edge; college students and career-changers preparing for certifications such as Security+, CySA+, CEH, and OSCP; working security professionals staying current against a fast-moving threat landscape; and the teachers — often assigned to cybersecurity without a security background — who need a tutor of their own before they can be one to a room of thirty students.
“The personal tutor has always been the answer — we just could never afford to give one to everyone. Bloom proved it forty years ago; the AI to deliver it at scale only arrived in the last two years,” said Scott Young, CEO of synED.org. “LearningNuggets doesn’t hand students the flag or the answer key — it asks the question that gets them there themselves. That’s true for a seventh-grader in a cyber club, and it’s true for a SOC analyst chasing down a new CVE at 11 p.m.”
LearningNuggets is available now at cyber-guild.app. A Free tier offers three topics and full access to the Socratic tutor at no cost, no card required. Explorer ($15/month) and Pro ($35/month, all 26 topics plus container-backed Docker labs) each open with a 30-day free trial. A School tier adds a teacher dashboard, LTI 1.3 integration with popular LMS vendors, and is COPPA- and FERPA-compliant.
More information, topic listings, and pricing are available at cyber-guild.app. Schools and districts interested in a classroom pilot can request a demo at cyber-guild.app/contact.