Notes

Random experiments.
Development notes.
Miscellaneous rambling.

This is where I ramble about random experiments, development notes, and whatever else I am dabbling in.

Latest entry
Published August 22, 2026 • Experiment 0

Inference Should Learn: An Experiment in Dynamic Memory for Language Models

Testing whether a frozen reasoning model can write, recall, reason with, and forget synthetic knowledge after a detachable parameter update.

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Archive entry
Published March 15, 2026 • AEGIS

AEGIS: The App Suite Behind the Intelligence Platform

A detailed walk through the on-prem service stack, from Telegram and RSS ingestion to graph analysis, semantic search, alerts, and operator automation.

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