nextup / modules

Eight engines.
Zero wasted hours.

Each module is a specialized AI agent. Together they form a learning system that compounds every single day you use it.

AGENT/01

Neural Tutor

A Socratic AI that refuses to just give you the answer. It probes, adapts to how you think, and escalates difficulty the moment you're coasting.

why does entropy always increase?
Before I answer: what do you think "always" is hiding? Count the microstates of a gas in half a box vs. the whole box.
AGENT/02

Living Knowledge Graph

Every concept you touch becomes a node. Watch your understanding grow as a 3D constellation, and see exactly which link is missing.

AGENT/03

Exam Oracle

Trained on your syllabus, past papers, and your professor's patterns. It forecasts what's on the test, ranked by probability.

0%question-hit forecast target
AGENT/04

Focus Engine

Attention-aware deep work sessions. Detects drift, kills distractions, and schedules breaks at the peak of your attention curve.

AGENT/05

Lecture → Notes

Drop in a 90-minute lecture. Get structured notes, LaTeX equations, diagrams, and flashcards before the professor leaves the room.

∇ × B = μ₀J + μ₀ε₀ ∂E/∂t
AGENT/06

Spaced Recall

An FSRS-powered memory model that knows the exact hour you're about to forget something, and catches it.

AGENT/07

Research Agent

Sends a swarm of sub-agents across papers and sources, then returns a cited brief, a literature map, and the gaps nobody has filled yet.

AGENT/08

Code Lab

A sandboxed notebook with an AI pair-programmer that explains why, not just what. Python, Julia, Rust, and beyond.

def attention(q, k, v):
    w = softmax(q @ k.T / √d)
    return w @ v  # ✦ explain this
// A day on NextUp

The agents work
as a team.

Modules aren't separate tools. They hand work to each other all day so you don't have to.

  1. Spaced Recall surfaces 12 cards you're about to forget. Six minutes on the train, done.
  2. Lecture → Notes captures QM II live. Equations land in your notes as LaTeX before class ends.
  3. Knowledge Graph links 9 new concepts and flags that "WKB" connects to something you never learned.
  4. Exam Oracle re-forecasts Friday's midterm and moves WKB to the top of your queue.
  5. Focus Engine opens a 50-minute deep-work block. Neural Tutor runs the drills.
  6. Research Agent drops a cited brief for your lab report while you sleep on it.
Next layerEngine →