alexander campos

# Alexander Campos Independent researcher and engineer. Builds local-first cognitive infrastructure. ## What I Build ForgeFrame: Local-first memory system for AI agents. Persistent memory with strength decay, constitutional principles that never decay, and MCP-native integration. SQLite + FTS5. Runs on a laptop. Reframed: Resume analysis platform that preserves your voice instead of replacing it with recruiter-speak. Voice fingerprinting, multi-reader semantic analysis, streaming AI. Live at reframed.works. Guardian: Desktop cognitive workspace with reframe detection (7 types across 8 identity dimensions), awareness-trap detection, knowledge graph, and local-only inference. Distillery: Phone-to-local-inference pipeline. Share a URL from iOS, Mac extracts content via yt-dlp, Ollama distills through a constitutional lens, results stored locally. ## Research Guardian Labs (guardian-labs.org): Independent research at the intersection of psychiatry, computational neuroscience, and philosophy of mind. GL-001: Discrete triple-network coupling architectures orthogonal to psychiatric diagnosis. Preprint on bioRxiv. ## Writing On Observation and Identity Modeling (Part I): How systems build models of the people who use them, and what happens when the model starts shaping the person. On Observation and Identity Modeling (Part II), Where the Difference Is Stored: How the loop became measurable. The mechanism of self-modeling is now documented in three substrates by three different methods. What each of us has to put on the other side of it. ## Glossary Plain-language definitions for the technical terms used across the writing and projects. Available at /glossary. Covers neuroscience (default mode network, BOLD signal, fMRI), machine learning interpretability (sparse autoencoder features, persona vectors, activation verbalizers), and philosophy of mind (phenomenal consciousness). Each definition is one short paragraph in plain English. Click any "wut?" marker in th

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