Inquiry & Synthesis.

A repository of technical reports, engineering logs, and critical commentary on the evolving landscape of Machine Intelligence.

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Technical Report APR 2026 • 20 MIN READ

Small Language Models Meet the Clinic: Benchmarking 7B-9B Systems on Clinical Information Extraction

What 65,000 predictions on real physician notes reveal about SLM readiness

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Tutorials NOV 2025

The Health Data Pipeline: Data-Centric Lessons Learned for Data Scientists & MLEs

A data-centric playbook for building robust health data workflows: semantics first, layered architecture, cohort factories, and reproducible analysis.

8 min read

Concept Explainers MAR 2024

Deconstructing Machine Learning: The Core Technical Components

A practical breakdown of the four pillars of machine learning, with concrete task examples and the tradeoffs behind each component.

10 min read