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Last written to August 2026

Rajdeep Mondal · rajdeepmondal.com

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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 · 152 readsCourse notes✦ 3

Language for Ambiguity, Solvers for Commitments

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№ 24

Feb 15, 2025

5 min · 121 readsCourse notes✦ 2

A Workflow Agent Needs a Tape

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№ 23

Feb 10, 2025

5 min · 105 readsCourse notes✦ 2

Coding Agents Live or Die by Their Interface

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№ 22

Feb 05, 2025

5 min · 97 readsCourse notes✦ 2

A Prompt You Cannot Score Is a Preference

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№ 21

Jan 29, 2025

5 min · 119 readsCourse notes✦ 6

Enterprise Agents Need Grounding

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№ 20

Jan 24, 2025

5 min · 152 readsCourse notes✦ 3

Frameworks Are Coordination Machines

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№ 19

Jan 18, 2025

5 min · 154 readsCourse notes✦ 3

Tools Turn Guessing Into Looking

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№ 18

Jan 13, 2025

4 min · 102 readsCourse notes✦ 3

Reasoning Is a Scaffold

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№ 17

Jan 08, 2025

4 min · 233 readsCourse notes✦ 3

The Loop Is the Product

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№ 16

Jan 03, 2025

5 min · 69 readsCourse notes✦ 2

Environmental Impact Is a Design Constraint

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202415 notes

№ 15

Dec 29, 2024

5 min · 127 readsCourse notes✦ 2

Adaptation Is How General Models Become Useful

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№ 14

Dec 22, 2024

5 min · 136 readsCourse notes✦ 5

Selective Architectures Move The Hard Problem Into Routing

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№ 13

Dec 17, 2024

5 min · 94 readsCourse notes✦ 2

Scaling Laws Make Compute Legible

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№ 12

Dec 12, 2024

5 min · 116 readsCourse notes✦ 2

Parallelism Is the Hidden Curriculum

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№ 11

Dec 06, 2024

5 min · 107 readsCourse notes✦ 3

Training Turns Architecture Into Behavior

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№ 10

Dec 01, 2024

5 min · 93 readsCourse notes✦ 2

Modeling Is Where Text Becomes Geometry

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№ 09

Nov 25, 2024

5 min · 54 readsCourse notes✦ 1

Law Is Part of the Model Boundary

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№ 08

Nov 20, 2024

5 min · 151 readsCourse notes✦ 3

Security Begins With Memorization

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№ 07

Nov 14, 2024

5 min · 153 readsCourse notes✦ 3

Data Is the Model Before the Model

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№ 06

Nov 09, 2024

5 min · 56 readsCourse notes✦ 2

Every Moderation Threshold Picks An Error

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№ 05

Nov 01, 2024

5 min · 84 readsCourse notes✦ 1

Harms Start With Measurement

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№ 04

Oct 27, 2024

5 min · 134 readsCourse notes✦ 3

Capabilities Are Interfaces

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№ 03

Oct 21, 2024

4 min · 145 readsCourse notes✦ 2

Language Models Are Probability Machines

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№ 02

Oct 16, 2024

5 min · 183 readsCourse notes✦ 6

Read The Stack Sideways

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№ 01

Oct 04, 2024

11 min · 119 readsCourse notes✦ 3

Reward Optimization Needs a Baseline

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