---
title: "Reconstructed Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is"
category: "slides"
video_id: "Jty4s9-Jb78"
sourceLabels: ["Cropped public YouTube video frames", "Local OpenCV slide-region detection", "Local RapidOCR"]
---

# Reconstructed Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is

## Source Video
[Jack Morris: Stuffing Context is not Memory, Updating Weights is](https://www.youtube.com/watch?v=Jty4s9-Jb78)

## Method
This deck is reconstructed from the existing video frame captures by detecting likely slide regions with OpenCV, cropping/upscaling those regions, deduplicating similar crops, and OCRing the cropped slide images locally. It is a cleaner companion to the full-stage frame deck.

## Reconstructed Slides
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-001.jpg]]

- Source frame: `slide-001.jpg`
- Crop: `contour` `[0, 0, 960, 540]` score `177.05`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-002.jpg]]

- Source frame: `slide-002.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `159.28`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-003.jpg]]

- Source frame: `slide-003.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.66`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-004.jpg]]

- Source frame: `slide-004.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `155.34`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-005.jpg]]

- Source frame: `slide-005.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.49`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-006.jpg]]

- Source frame: `slide-006.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `158.95`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-007.jpg]]

- Source frame: `slide-007.jpg`
- Crop: `contour` `[0, 0, 960, 540]` score `177.8`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-008.jpg]]

- Source frame: `slide-008.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `156.18`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-009.jpg]]

- Source frame: `slide-009.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `166.24`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-010.jpg]]

- Source frame: `slide-010.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `157.33`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-011.jpg]]

- Source frame: `slide-011.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `163.75`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-012.jpg]]

- Source frame: `slide-012.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `177.73`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-013.jpg]]

- Source frame: `slide-013.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.02`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-014.jpg]]

- Source frame: `slide-014.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `177.78`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-015.jpg]]

- Source frame: `slide-015.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `163.76`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-016.jpg]]

- Source frame: `slide-017.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `162.88`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-017.jpg]]

- Source frame: `slide-018.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `168.46`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-018.jpg]]

- Source frame: `slide-019.jpg`
- Crop: `contour` `[0, 0, 960, 540]` score `178.15`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-019.jpg]]

- Source frame: `slide-020.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `166.37`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-020.jpg]]

- Source frame: `slide-021.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `159.94`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-021.jpg]]

- Source frame: `slide-022.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `162.44`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-022.jpg]]

- Source frame: `slide-023.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.93`
![[assets/reconstructed-slides/Jty4s9-Jb78/slide-023.jpg]]

- Source frame: `slide-024.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `159.64`
## Dense Scene-Detected Slide Candidates
- [[youtube-Jty4s9-Jb78-dense-slides]]