Posts

Andrew Fairless, Ph.D.

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2024-09-24

What I Read: What’s Fair, What’s Hard
2024-09-23

What I Read: Detecting hallucinations, LLMs, semantic entropy
2024-09-19

What I Read: Structured Generation, LLMs
2024-09-18

What I Read: AI Engineers, Search
2024-09-16

What I Read: Musings on AI Engineering
2024-09-12

What I Read: SSD, Database
2024-09-10

What I Read: Command-line Tools, Faster
2024-09-09

What I Read: Scaling to Multi-Terabyte Datasets
2024-09-05

What I Read: notebooks, McDonalds of code
2024-09-04

What I Read: LLMs train LLMs
2024-09-03

What I Read: Summarization, LLMs
2024-08-29

What I Read: Logarithms, Heteroskedasticity
2024-08-27

What I Read: string ufuncs, NumPy 2.0
2024-08-26

What I Read: neural systems understanding
2024-08-22

What I Read: Cookiecutter Data Science V2
2024-08-21

What I Read: KL All You Need
2024-08-19

What I Read: What We Learned Building LLMs
2024-08-15

What I Read: Merge Large Language Models
2024-08-14

What I Read: Transformers by Hand
2024-08-13

What I Read: LLM Pipelines, DSPy
2024-08-07

What I Read: LLM evaluation
2024-08-06

What I Read: LLM, DSPy Assertions and Suggestions
2024-08-05

What I Read: implicit biases, LLM
2024-07-31

What I Read: AI, Light-Based Chips
2024-07-30

What I Read: Labeling, Uncertainty Sampling
2024-07-29

What I Read: Platonic Hypothesis
2024-07-25

What I Read: Game Theory, AI
2024-07-24

What I Read: StandardScaler
2024-07-23

What I Read: PostgreSQL
2024-07-18

What I Read: time series, Gaussian processes
2024-07-17

What I Read: Matryoshka Embedding
2024-07-15

What I Read: LLMs, Open Source
2024-07-10

What I Read: anti-patterns, data reuse
2024-07-09

What I Read: Hallucinations, AI
2024-07-08

What I Read: Ring Attention
2024-07-02

What I Read: Kalman Filter
2024-07-01

What I Read: Data Science, Mostly Dispatch
2024-06-27

What I Read: Dont put notebooks into production
2024-06-26

What I Read: Flow Matching
2024-06-25

What I Read: How Machines ‘Grok’ Data
2024-06-20

What I Read: Structured Generation, Constrained Decoding
2024-06-18

What I Read: Attention, transformers
2024-06-17

What I Read: Linear Algebra, Random
2024-06-13

What I Read: Generalized Additive Models
2024-06-12

What I Read: Data Selection, LLMs
2024-06-10

What I Read: Mamba Explained
2024-06-05

What I Read: speed up code, Numba
2024-06-04

What I Read: binary vector search
2024-06-03

What I Read: Chain-of-Thought Reasoning
2024-05-29

What I Read: predicate pushdown