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IIT Madras BS DS — Jan 2026 Term
Live

Learning Operating System

THE
ACADEMIC
ENGINE

Spaced repetition, graded cognitive verification, and deep-linked notes — unified into one sharp tool for serious learners.

Resume

Pick up where you left off

Your recent study routes will appear here once you start exploring. For now, jump into the course registry or open the command palette.

Open courses
Study streak

0 day run

Keep going
Active days
0
Current run
0
Last active
Quiet streak tracking, no gamification noise.
Problems Indexed
0
Notes Created
0
Curricula Active
0
Learning Engine
SM-2+
Architecture
RAGv1
Session Protocol
Async
Operational Excellence

Engineered for
Absolute Retention.

Traditional learning tools are fragmented. The Learning OS unifies your cognitive workflow into a single, high-fidelity environment.

Atomic Practice Arena

High-velocity interactive challenges (Syntax Racer, Math Matrix) to synthesize your academic capabilities.

Spaced Repetition

Intelligent scheduling based on the SM-2 algorithm to optimize long-term memory.

Ideas Repository

A unified vault for capturing concepts, axioms, and difficult problems in one click.

Cognitive Analytics

Real-time telemetry of your learning velocity and mastery levels across all subjects.

Universal Export

One-click PDF and JSON generation for studying offline or sharing your curated nodes.

Neural Knowledge Mesh

Interactive D3 visualization of semantic connections across your entire academic registry.

Independent studio

Separate learning spaces

Not everything needs to live inside the IITM registry. Some domains deserve their own folders, navigation, and pace.

Standalone route
General availability

Music Theory Studio

A dedicated workspace for intervals, rhythm, harmony, and ear training. It has its own sidebar modes and a separate content tree, so it can grow independently.

Availability
Live

A complete practice loop is ready

Structure
Folder-first

Each domain keeps its own tree

Next layer
Live notes

Markdown editing comes after auth/db

Standalone route
General availability

Japanese Studio

A separate space for kana, particles, sentence structure, verbs, and reading. It keeps the practice bench and lesson tree isolated from IITM content.

Availability
Live

Kana, particle, verb, reading, and register drills are ready

Structure
Folder-first

Japanese stays separate from IITM content

Next layer
Live notes

Reading notes and backlinks can come later

Standalone route
General availability

Programming Fundamentals

A separate course for variables, control flow, functions, data structures, debugging, and complexity. It opens with a real trace-table lab.

Availability
Live

Trace lab and full lesson ladder are ready

Structure
Folder-first

Programming content stays outside IITM

Next layer
Build labs

Function stepping and tiny tests can follow

Standalone route
General availability

Writing Studio

A separate room for clarity, structure, evidence, and editing. It keeps writing and revision in its own folder so the subject can grow cleanly.

Availability
Live

Revision bench and lesson ladder are ready

Structure
Folder-first

Writing stays separate from IITM content

Next layer
Live notes

Backlinks and editing tools can come later

Standalone route
General availability

Design Systems Studio

A space for tokens, components, and motion. It teaches the same discipline the app itself needs to stay coherent as more courses arrive.

Availability
Live

Token lab and lesson ladder are ready

Structure
Folder-first

Keeps design content separate from IITM

Next layer
Theme tools

Component/theme editing can grow later

Academic Performance

Progression
Today's Goals

Operator Trace

Active Knowledge Constellation
Commit Volume
104
Current Streak
1 Days
Data is parsed deterministically from local .vault timestamps
Less
More
Registry Schedules

Exam Windows

In-person

Quiz 1

15 March 2026
14:00
Completed

Coverage: Weeks 1 to 4. First serious checkpoint for concept retention and pace.

Remote

OPPE 1

4 April 2026
09:00
Completed

Python, Java, MLOPS, ROE, C, and Intro to Big Data tracks.

Launch Assessment
In-person

Quiz 2

12 April 2026
14:00
Completed

Coverage: Weeks 1 to 8. Second checkpoint before the end-term push.

Remote

OPPE 2

25 April 2026
09:00
Completed

DBMS, PDSA, Java, Python, SC, and exception slots.

Launch Assessment
In-person

End Term

10 May 2026
09:00
Completed

Coverage: Weeks 1 to 12. Full-spectrum evaluation day with stamina and judgment pressure.

© 2026 LearningOS Protocol — All Systems Nominal

Document Outline
Table of Contents
System Normal // Awaiting Context

Intelligence Hub

Navigate the knowledge graph to generate context. The Hub adapts dynamically to surface backlinks, related notes, and metadata insights.