Course notes I have taken.

Notes from four university courses on LLMs, agents, and computer vision.

All Build notes Course notes Essays Letters Book notes Field notes

Newest first

202510 notes

№ 25

Feb 20, 2025

5 min · 146 readsCourse Notes

Language for Ambiguity, Solvers for Commitments

№ 24

Feb 15, 2025

5 min · 115 readsCourse Notes

A Workflow Agent Needs a Tape

№ 23

Feb 10, 2025

5 min · 101 readsCourse Notes

Coding Agents Live or Die by Their Interface

№ 22

Feb 05, 2025

5 min · 94 readsCourse Notes

A Prompt You Cannot Score Is a Preference

№ 21

Jan 29, 2025

5 min · 116 readsCourse Notes

Enterprise Agents Need Grounding

№ 20

Jan 24, 2025

5 min · 149 readsCourse Notes

Frameworks Are Coordination Machines

№ 19

Jan 18, 2025

5 min · 150 readsCourse Notes

Tools Turn Guessing Into Looking

№ 18

Jan 13, 2025

4 min · 92 readsCourse Notes

Reasoning Is a Scaffold

№ 17

Jan 08, 2025

4 min · 229 readsCourse Notes

The Loop Is the Product

№ 16

Jan 03, 2025

5 min · 66 readsCourse Notes

Environmental Impact Is a Design Constraint

202415 notes

№ 15

Dec 29, 2024

5 min · 123 readsCourse Notes

Adaptation Is How General Models Become Useful

№ 14

Dec 22, 2024

5 min · 133 readsCourse Notes

Selective Architectures Move The Hard Problem Into Routing

№ 13

Dec 17, 2024

5 min · 88 readsCourse Notes

Scaling Laws Make Compute Legible

№ 12

Dec 12, 2024

5 min · 110 readsCourse Notes

Parallelism Is the Hidden Curriculum

№ 11

Dec 06, 2024

5 min · 100 readsCourse Notes

Training Turns Architecture Into Behavior

№ 10

Dec 01, 2024

5 min · 89 readsCourse Notes

Modeling Is Where Text Becomes Geometry

№ 09

Nov 25, 2024

5 min · 50 readsCourse Notes

Law Is Part of the Model Boundary

№ 08

Nov 20, 2024

5 min · 149 readsCourse Notes

Security Begins With Memorization

№ 07

Nov 14, 2024

5 min · 149 readsCourse Notes

Data Is the Model Before the Model

№ 06

Nov 09, 2024

5 min · 52 readsCourse Notes

Every Moderation Threshold Picks An Error

№ 05

Nov 01, 2024

5 min · 80 readsCourse Notes

Harms Start With Measurement

№ 04

Oct 27, 2024

5 min · 132 readsCourse Notes

Capabilities Are Interfaces

№ 03

Oct 21, 2024

4 min · 142 readsCourse Notes

Language Models Are Probability Machines

№ 02

Oct 16, 2024

5 min · 179 readsCourse Notes

Read The Stack Sideways

№ 01

Oct 04, 2024

11 min · 112 readsCourse Notes

Reward Optimization Needs a Baseline