Composite Conditions and the Weight of Repetition
A condition gets identified by its most observable surface traits. Everything that tends to show up alongside those traits drifts into the diagnostic gestalt. Research builds on the composite for a generation. Clinical training absorbs the composite. Public understanding crystallises around the composite. Then, quietly, someone does the statistical separation work that shows the composite was never one thing.
Troy Lowndes
Apr 186 min read


The Doom Loop Nobody Talks About
Around fifteen years ago, I, like several within my network here on LinkedIn, found myself navigating the corridors of GE’s Australian …
Troy Lowndes
Apr 113 min read


Architecting AI Intent - The ToneThread Detection Stack
There's a moment in any technical project where the theory either holds or it doettool sn't. This week, it held. ParasiTick - the single-pass manipulation detection layer in the ToneThread stack - passed all 26 parent validation benchmarks at 100%. Every manipulation subcategory correctly identified. The Authority Suppression gate firing clean. No false positives. No misflagged analytical language. 26 out of 26.
Troy Lowndes
Mar 294 min read





