metadata
title: ML Systems · Insights
emoji: 🏠
colorFrom: yellow
colorTo: gray
sdk: static
pinned: true
short_description: Machine Learning Systems from Rhode Island — the writing
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https://huggingface.co/spaces/MLsystems/insights/resolve/main/hf-org-banner.png
ML Systems · Insights
The public writing of ML Systems, a Rhode Island construction company with an ontology software layer between Homeowner and General Contractor. Four pieces, in the order they were written to be read:
- Pace the Frontier, Pace the House — the founding story; deconstruction in lieu of demolition; MVE as the balance in MVP.
- An Ontology on Three Blue Notepads — the ontology before the computer.
- I Gave My Agents a Heartbeat — fingerprint at load, pulse before every pass; the Lucent Lens hashed, signed and published.
- The Language Modeler — the role ML Systems uses instead of vibe coding.
Canonical sources: mlsystemsri.com/insights and MLSystemsRI/ml-systems-public. Labels on every claim: MEASURED, MODELED, ASPIRATIONAL. No ML Systems deconstruction has been performed yet.