Heart of the Matter

Find what matters in something long.

Paste or upload a talk, lecture, podcast transcript, sermon, article, or notes — text, a PDF, or an audio recording. Heart of the Matter finds the ideas doing the most work, breaks down what to understand, or connects themes across multiple pieces.

See what Heart of the Matter gives you

Real output from an actual run on the lecture notes below. The first five of its ranked points are shown; nothing is reworded.

The lecture — Cognitive Psychology: Memory Systems Overview

Today we covered the three-stage model of memory: sensory memory, short-term memory, and long-term memory. Sensory memory holds incoming sensory information for fractions of a second — iconic memory for visual stimuli lasts about 250 milliseconds, and echoic memory for auditory stimuli lasts about 3-4 seconds. Information that is attended to passes into short-term memory, also called working memory, which has a capacity of about 7 plus or minus 2 chunks and a duration of around 18-30 seconds without rehearsal. To move information into long-term memory, it must be encoded — typically through elaborative rehearsal, which links new information to existing knowledge. Long-term memory itself splits into declarative (explicit) memory, which includes semantic memory for facts and episodic memory for events, and non-declarative (implicit) memory, which includes procedural memory for skills and conditioned responses. The hippocampus plays a central role in consolidating new declarative memories, but does not store them long-term — that happens in the cortex. Damage to the hippocampus, as in patient H.M., produces anterograde amnesia: the inability to form new long-term memories, while leaving older memories and procedural learning intact. Forgetting is explained by several mechanisms: decay over time, retrieval failure (memory is there but inaccessible), and interference from similar information. The forgetting curve, first described by Ebbinghaus in 1885, shows that we forget about half of new information within an hour, but spaced repetition dramatically slows this curve.

Real run, 2026-10-08 — one of the tool's own built-in examples.

In one line

This lecture introduced the three-stage model of memory — sensory, short-term, and long-term — covering their properties, subtypes, neural basis, and mechanisms of forgetting.

What matters most, in order

  • Memory is organized into three stages: sensory memory, short-term memory, and long-term memory, each with distinct capacity, duration, and function.
  • Short-term memory has a capacity of approximately 7 plus or minus 2 chunks and a duration of about 18-30 seconds without rehearsal.
  • Long-term memory divides into declarative (explicit) memory — semantic and episodic — and non-declarative (implicit) memory — procedural and conditioned responses.
  • The hippocampus consolidates new declarative memories but does not store them long-term; long-term storage occurs in the cortex.
  • Damage to the hippocampus, as seen in patient H.M., causes anterograde amnesia: the inability to form new long-term declarative memories, while older memories and procedural learning remain intact.

In a Nutshell

When
An hour of material where maybe ten minutes actually matters.
You give
The transcript or text — paste it, or upload a text file, PDF, or audio recording. Pick Distill, Understand, or Connect.
You get
The ideas doing the most work — as ranked notes, a plainer breakdown of what to understand, or themes across sources.
The edge
Everything content-specific stays grounded in what you supplied — it won't predict an exam, guess a professor's intent, or add outside facts to fill a gap.

Good to Know

Questions people ask

How do I find the key points in a long lecture?

Paste the transcript or notes and Heart of the Matter ranks the points by importance, says why each matters, and marks what's likely to be tested.

Can it connect several lectures?

Yes. Connect mode reads two or more lectures together and shows how they relate.

Does it add outside information?

No. It works from what you give it, so check that the transcript itself is accurate.