prism-app

Release Notes - Week of December 1, 2025

LearnLens Studio

What’s New

YouTube Meets Learning Science: Introducing LearnLens Studio 🎓

We are proud to launch LearnLens Studio, the first platform that transforms the world’s best video content into a scientifically structured learning engine. We don’t just play videos; we manage your cognitive load and enforce mastery using rigorous educational psychology.

🧠 Engineered for Mastery Most platforms optimize for engagement; we optimize for your brain.

• The Feature: AI curates the top 15% of educational videos and rebuilds them into scaffolded curriculums—logical paths from foundation to application.
• The Benefit: Ensures you never feel lost or overwhelmed by prioritizing mastery over watch time.

🔍 Three Ways to Start Learning Whether you have a specific doubt or need a full semester’s knowledge, our engine adapts to you:

• Create Your Own: Type a query and our AI builds a custom learning path in minutes.
• Pre-Structured Curriculums: Explore rigorous, grade-tailored curriculums vetted for pedagogical flow.
• Popular Public Courses: See what the community is mastering right now.

🧠 Micro-Concepts & Segmentation We break complex topics into atomic “Micro-Concepts” served in focused video segments.

• The Science: Adheres to Cognitive Load Theory and the Segmentation Principle to prevent overload and ensure encoding.

⚡ In-Stream Retrieval Prompts Pop-up questions appear while you watch, forcing your brain to “interrupt and retrieve.”

• The Science: Triggers Active Recall to strengthen neural pathways and arrest the “Forgetting Curve” instantly.

🎯 End-of-Segment Mastery Checks A targeted practice quiz awaits at the end of every segment—you must pass it to proceed.

• The Science: Uses Interpolated Testing to ensure foundational grasp before adding complexity, preventing knowledge gaps.

🍎 Focus-First Design Learning requires deep concentration.

• The Design: Built strictly on Apple’s Human Interface Guidelines for a calm, breathable, distraction-free environment.
• The Science: Follows the Coherence Principle, removing extraneous visuals to focus 100% of processing power on learning.

📚 Built on the 3 Pillars of Learning Science We don’t guess; we follow the research.

• The Pillars: Scaffolding, Active Retrieval, and Metacognition form the bedrock of our method.
• Transparency: Visit our new Learning Science Docs to see how we implement research from Vygotsky’s ZPD to Bloom’s 2 Sigma Problem.

Start Learning with LearnLens Studio

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