Every Study Session
Becomes a Tile

Studylog turns learning into compound intelligence. Every session you file adds to a knowledge base that gets smarter the longer you use it. Spaced repetition without the spreadsheets.

๐Ÿ“ Session Logging ๐Ÿƒ Flashcard Generation ๐Ÿง  Spaced Repetition ๐Ÿ—บ๏ธ Knowledge Map

Four Layers of Learning Intelligence

From raw study sessions to verified knowledge โ€” all in PLATO.

๐Ÿ“ Session Logging

File what you studied, for how long, with what intensity. Not a timer โ€” a presence record. "Studied chapter 7 quantum mechanics, 90 minutes, felt like I was getting it until section 7.4." The context matters.

๐Ÿƒ Flashcard Generation

Studylog reads your session notes and generates flashcards automatically. Highlight a passage โ†’ Studylog turns it into a question. Your study material becomes a spaced repetition deck without extra work.

๐Ÿง  Spaced Repetition

Studylog schedules reviews based on how well you know each card. Easy โ†’ next month. Hard โ†’ next week. The algorithm adapts to your actual memory, not a generic interval.

๐Ÿ—บ๏ธ Knowledge Map

See your knowledge as a map, not a list. Which topics are strong? Which are developing? Which have you abandoned? PLATO builds the topology of what you know.

๐Ÿ” Cross-Reference

Ask: "What do I know about signal processing across all my courses?" Studylog searches your entire learning history and surfaces the connections you forgot you had.

๐Ÿ“ˆ Retention Tracking

Track not just what you studied but what you retained. A weekly check-in asks: "Can you still explain this?" PLATO tracks your retention curve over time.

The Flashcard Workflow

From study session to scheduled review in three steps.

What is the Riemann integral definition?
The limit of Riemann sums as partition norm โ†’ 0, provided the limit exists and is independent of partition choice.
โ†ป Flip for answer ยท Next review: Tuesday

Generated from: "Math 201 โ€” Chapter 7.2 Integration โ€” Session 23, April 2026"

3
Reviews total
85%
Last accuracy
Tue
Next due

How Studylog Works

Three steps from "I'm studying" to compound knowledge.

1

File the Session

After a study session: what did you cover, what felt clear, what was confusing. One or two minutes of structured notes. PLATO stores it as a tile in your learning room.

2

Flashcards Auto-Generate

Studylog processes your notes and creates flashcards. Key concepts become questions. Important formulas become fill-in-the-blank. Connections become "how does X relate to Y?"

3

Spaced Review

Cards appear on a schedule tuned to your performance. When you nail a card, it waits longer next time. When you stumble, it comes back sooner. Your memory sets the interval.

4

Knowledge Compounds

After 6 months: you have a searchable knowledge map, a refined flashcard deck, and a retention history. After a year: you can ask "what did I learn about statistics that's relevant to this problem?" and get an answer.

Who Uses Studylog

Real learners who want their study time to compound.

๐ŸŽ“ University Students

Track problem sets, lecture notes, and exam prep. Studylog keeps the thread across 4 years of courses. "What did I learn about differential equations that applies here?" The room knows.

๐Ÿ’ป Software Developers

File what you learned from a new technology. "Read the Rust concurrency chapter โ€” got ownership, still fuzzy on lifetimes." The card shows up when you're about to make that mistake again.

๐Ÿฅ Medical Students

Anatomy, pharmacology, pathology โ€” the volume is impossible without spaced repetition. Studylog generates cards from lecture notes and tracks retention across the entire curriculum.

๐Ÿ“Š Data Scientists

Statistics, ML theory, mathematical foundations โ€” file concepts as you encounter them. When a new paper references something you studied months ago, Studylog surfaces the context.

๐ŸŒ Language Learners

Vocabulary, grammar patterns, idioms โ€” every study session becomes a flashcard deck. The room remembers which words you've nailed and which still slip.

๐Ÿ“š Lifelong Learners

Not a student anymore? Studylog works for anyone reading books, taking online courses, watching tutorials. Your learning history becomes a personal knowledge base.

๐Ÿ”ฎ PLATO: The Study Ether

PLATO's delta recording means you store what you learned โ€” not a full dump of everything. 95-99% storage reduction. Every session tile connects to the previous ones. The room remembers what you studied, even when you forget.

95-99%
Storage Reduction
100%
Session Accuracy
โˆž
Knowledge Compounding

Start Building Your Knowledge Base

Every session. Every concept. Every connection. All in PLATO.

View on GitHub โ†’
PLATO study rooms active โ€” knowledge compounding