Scaling Compute on Context
Conference Context
- Date/time: 2026-06-30 · 11:40am-12:00pm
- Track/room: Memory & Continual Learning · Track 3
- Speaker(s): Jack Morris
- Session type/status: session · confirmed
- Track: Memory & Continual Learning
- Room: Track 3
- Session type: session
- Status: confirmed
Session Description
A case for when context is enough, and when updating weights may be the real memory mechanism.
Media Evidence
Jack Morris: Stuffing Context is not Memory, Updating Weights is (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).
- Source video:
youtube-Jty4s9-Jb78 - Slide deck: Dense Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is — 3 visible slide image(s); 3 HTML recreation(s).
- Additional slide evidence: Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is, Reconstructed Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is
- Slide-derived themes for
youtube-Jty4s9-Jb78: fixed, capacity, probably.
Evidence Graph
This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.
Media Signals
youtube-Jty4s9-Jb78— 2 slide-derived text signals- Slide-derived themes for
youtube-Jty4s9-Jb78: fixed, capacity, probably. - Evidence links for
youtube-Jty4s9-Jb78: youtube Jty4s9 Jb78, youtube Jty4s9 Jb78 slides, youtube Jty4s9 Jb78 dense slides, youtube Jty4s9 Jb78 reconstructed slides
Agent Reading Notes
Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.
Transcript Status
Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.
People
Supporting Slides
- youtube Jty4s9 Jb78 slides — extracted from the related public AI Engineer video.
Slide Evidence
- Slide-only cropped deck: youtube Jty4s9 Jb78 dense slides (3 viable slide images).
- Related slide/OCR pages:
- youtube Jty4s9 Jb78 dense slides
- youtube Jty4s9 Jb78 reconstructed slides
- youtube Jty4s9 Jb78 slides
- Slide-derived terms:
context,full,weights,tokens,text,document,card,output,vector,databases,mage,april,kentucky,embeddings,things,knowledge,amazon,figma
Synthesis
Synthesized Breakdown
Scaling Compute on Context ## Conference Context - Date/time: 2026-06-30 · 11:40am-12:00pm - Track/room: Memory & Continual Learning · Track 3 - Speaker(s): Jack Morris - Session type/status: session · confirmed - Track: Memory & Continual Learning - Room: Track 3 - Session type: session - Status: confirmed ## Session Description A case for when context is enough, and when updating weights may be the real memory mechanism. ## Media Evidence Jack Morris: Stuffing Context is not Memory, Updating Weights is (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions). - Source video: youtube-Jty4s9-Jb78 - Slide deck: Dense Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is — 3 visible slide image(s); 3 HTML recreation(s). - Additional slide evidence: Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is, Reconstructed Slides: Jack Morris: Stuffing Context is not Memory, Updating Weights is - Slide-derived themes for youtube-Jty4s9-Jb78: fixed, capacity, probably.
Speaker And Company Context
- Jack Morris — Cofounder at Engram.
Topics Covered
- Topic links are pending transcript-backed classification.
Derived Links And Source Material
- youtube Jty4s9 Jb78 — related YouTube source page.
- youtube Jty4s9 Jb78 slides — slide evidence.
- youtube Jty4s9 Jb78 reconstructed slides — slide evidence.
- youtube Jty4s9 Jb78 dense slides — slide evidence.
Novel Concepts / Clever Methods
- No highlighted novel concept has been detected yet.
Evidence Boundary
This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.