Research-backed learning engineering and cognitive architecture.
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MAGIS CONSULTANTS

Learning Architectures

Understanding the four core structural blueprints that drive human understanding, retention, and procedural mastery.

Architecture 01

Receptive Architecture

Receptive architecture focuses on structured information absorption. It is structured when learners need to acquire foundational schemata, mental models, and contextual awareness before being asked to execute independent tasks.

Core Function

Establishes baseline vocabulary and eliminates cognitive overload.

Optimal Modality

Concise video modules, structured visual lectures, and executive reference documentation.

Best Applied In

Institutional AI policy rollouts, compliance briefings, and historical introductions.

Learner Cognitive Role Active listener, reader, and conceptual assimilator.
Assessment Vector Conceptual recall, schema categorization, and baseline quizzes.
Architecture 02

Directive Architecture

Directive architecture pairs bite-sized instructional demonstrations with immediate student actions and instant corrective feedback. It directly targets task accuracy, standard operating procedures, and automated execution.

Core Function

Builds procedural muscle memory and eliminates faulty workflows early.

Optimal Modality

Step-by-step software walkthroughs, interactive drills, and branching decision trees.

Best Applied In

Canvas LMS faculty workflows, coding fundamentals, lab safety protocols, and formatting standards.

Learner Cognitive Role Task performer guided by explicit, low-error feedback loops.
Assessment Vector Criterion-referenced performance testing and automated validation.
Architecture 03

Guided Discovery

Learners are placed into authentic, semi-structured problems and realistic case studies. Instead of memorizing rules, they are given dynamic scaffolds, expert clues, and curated data to formulate and defend solutions.

Core Function

Promotes far-transfer of knowledge, analytical nuance, and real-world synthesis.

Optimal Modality

Branching scenario simulations, clinical case studies, and collaborative ethical debriefs.

Best Applied In

Administrative AI ethics, instructional problem-solving, and executive leadership development.

Learner Cognitive Role Investigator, hypothesis tester, and strategic decision-maker.
Assessment Vector Rubric-based justification, portfolio artifacts, and solution defense.
Architecture 04

Exploratory Architecture

Provides learners with autonomous agency across an information-rich environment. Learners query rich knowledge webs, digital repositories, museum exhibits, or makerspaces driven by intrinsic research objectives.

Core Function

Encourages interdisciplinary synthesis and self-directed lifelong inquiry.

Optimal Modality

Interactive digital knowledge bases, museum spaces, open CAD/3D modeling sandboxes, and research archives.

Best Applied In

Graduate research, self-guided museum exhibits, and creative educational prototyping.

Learner Cognitive Role Self-directed navigator synthesizing open-ended discoveries.
Assessment Vector Self-reflective syntheses, original models, and creative capstones.
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