Platform Index

A definitive index of all operational capabilities embedded within the LearnAdapt Research Platform.

Core Sandbox

  • Experimental Labs

    Live Turing-tested adaptive tutor with Bayesian Knowledge Tracing and ES-LLM Orchestration.

  • RAG Simulator

    Test Curriculum Generation (CC) using Retrieval-Augmented parameters.

  • Data Analysis Sandbox

    Inspect pseudo-anonymized LRS dumps for privacy-preserving data extraction.

  • Peer Review Studio

    Technology-Supported Peer Assessment using intelligent calibration routing.

Researcher Modules

  • AI Education Hub

    Central dashboard for Workspaces, Jobs to be Done metrics, and LTI integrations.

  • Hypothesis Builder

    Template system ensuring falsifiability in AIED research setups.

  • Design Simulator

    A-priori power analysis and algorithmic variance controls.

  • EDA Panels

    Exploratory Data Analysis metrics parsing xAPI raw strings.

Audit & Evaluation

  • Stealth Assessment

    Game-based environment validating multimodal sensor fusion (click heuristics).

  • Algorithmic Audit Center

    Validate fairness and sub-population parity prior to model deployment.

  • Survey Builder

    Construct and dispatch pre/post-surveys for controlled studies.

  • Trust Center

    Data governance mapping and IRB compliance documentation.

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