? Frequently Asked Questions

Everything You Need to Know

Answers to the most common questions about LearnForge — the AI-powered adaptive learning platform.

Showing 20 of 20 questions

LearnForge is an AI-driven lesson generator that produces personalized, verified lessons for learners from Kindergarten through PhD. It is built for homeschool parents, classroom teachers, and independent learners who want fast, curriculum-aligned, and adaptable learning materials.

General

LearnForge runs a 5-agent pipeline (Outline, Content, Quiz, Review, Verify) that collects learner profile data including grade, goals, and prior knowledge, then composes modular lesson segments tailored to that profile. The output is adjusted for reading level, pacing, and assessment style based on the learner settings.

General

Yes. LearnForge includes an age-filter and content-safety layer that enforces reading-level constraints and blocks inappropriate material. Content moderation and pedagogical guidelines are applied automatically at generation time.

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Each lesson is validated by a VerificationAgent that cross-checks facts and runs domain-specific validators such as math checks and code execution checks. LearnForge attaches a verification score to every lesson so you can see how confident the system is in the content.

General

Absolutely. LearnForge can generate multi-week units and pacing guides aligned to standards you select, making it a practical tool for homeschool curriculum planning. You can export lesson packages to PDF or DOCX and customize pacing to fit your schedule.

General

LearnForge supports eight difficulty levels: Kindergarten, Elementary, Middle School, High School, College, Graduate, PhD, and Vocational. You pick the target level and the pipeline adapts content complexity, vocabulary, and depth accordingly.

General

Yes. LearnForge generates structured lesson plans with clear learning objectives and assessment questions. Standards alignment options are available at generation time so teachers can target specific curriculum frameworks.

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Typical single lessons generate in under 60 seconds. Full multi-week curriculum units may take a few minutes depending on depth and included assets. A real-time progress indicator shows generation status throughout.

General

Yes. LearnForge stores a learner profile including preferences, mastery levels, and quiz scores, and uses it to adjust pacing, suggest spaced-repetition review intervals, and vary content formats. The system continually refines recommendations from assessment results.

General

LearnForge currently supports English, Spanish, and French, with language-specific pedagogical adjustments for each locale. Additional languages are planned for future releases.

General

LearnForge auto-generates adaptive quizzes and answer keys for every lesson, and grades objective items automatically. Assessment data feeds back into the learner profile for personalized remediation and stretch activities.

General

Yes. LearnForge supports exporting lesson packages to PDF and DOCX formats, and integrates directly with Google Classroom so teachers can push lessons as announcements to their courses.

Technical

Parents and teachers can set difficulty and reading-level limits, choose the AI model used for generation, and review lessons before sharing them with students. The INSTRUCTOR tier includes cohort management, student invite controls, and a Teacher Dashboard.

General

LearnForge stores learner data with encryption at rest and in transit, and enforces Row-Level Security so users can only access their own data. Data deletion controls are available. For institutional compliance requirements such as GDPR or FERPA, please contact us to discuss your specific needs and our enterprise data agreements.

Privacy

LearnForge offers three tiers: FREE with core features and a monthly lesson limit, PRO at $29 per month with unlimited lessons, premium voices, and PDF export, and INSTRUCTOR at $99 per month with cohort management, Google Classroom integration, and analytics. School and institutional pricing is available — contact us for a quote.

Pricing

Yes. You can generate lessons on virtually any topic by entering it directly into the lesson generator. The AI pipeline handles niche and advanced subjects by adjusting depth and sourcing appropriate references for the selected difficulty level.

General

LearnForge can embed curated reference links and media suggestions within lessons. Full ingestion of external URLs, YouTube videos, or datasets is on the roadmap for a future release.

Technical

LearnForge supports modern desktop and mobile browsers including Chrome, Edge, Safari, and Firefox, and is a Progressive Web App installable on any device. Mobile-optimized layouts are included for on-the-go learning.

Technical

Sign up for a free account at learnforge-core.vercel.app, complete the brief learner profile including age, goals, and prior level, and generate your first lesson in under 60 seconds. Schools can contact us to request a pilot evaluation.

General

Use the Help section in the app or reach out via the contact form on the site. Feature requests and feedback are welcome and directly shape the LearnForge roadmap.

General

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