Insights

Notes from the build.

Field notes on custom AI, legal intelligence, and how we ship tools our clients own — including sourced, interactive breakdowns of the research we read.

Latest
Research Breakdown

Distilling the Knowledge in a Neural Network

Geoffrey Hinton et al. · Google Inc.

Published September 2, 2026 · 9 min readRead breakdown
Research Breakdown

LoRA: Low-Rank Adaptation of Large Language Models

Edward Hu et al. · Microsoft Corporation

Published August 26, 2026 · 10 min readRead breakdown
Research Breakdown

Learning to summarize from human feedback

Nisan Stiennon et al. · OpenAI

Published August 13, 2026 · 10 min readRead breakdown
Research Breakdown

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Jason Wei et al. · Google Research, Brain Team

Published August 12, 2026 · 10 min readRead breakdown
Research Breakdown

Improving Language Understanding by Generative Pre-Training

Alec Radford et al. · OpenAI

Published August 5, 2026 · 10 min readRead breakdown
Research Breakdown

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Jacob Devlin et al. · Google AI Language

Published July 29, 2026 · 10 min readRead breakdown
Research Breakdown

Attention Is All You Need

Ashish Vaswani et al. · Google Brain · Google Research · U. Toronto

Published July 22, 2026 · 9 min readRead breakdown
Interactive

How SIFTY Got Smart

SIFT AI · A SIFTY origin story

Published July 15, 2026 · 10 stages · ~8 minRead breakdown

More breakdowns on the way.

We publish sourced breakdowns and field notes as we build. Have a paper you want us to dig into, or a problem of your own? Let's talk.

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