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Dispatches from the Lossyscape
Framework development notes, experiment dispatches, adversarial review observations, and reading notes. Written as they happen.
Gate the Deliverable
Experiment dispatchesThe feeling of progress is not a deliverable. A working script is a deliverable.
May 2, 2026
Not For Intended Purpose: Apparatus Without Epistemology
Experiment dispatchesWhen a research program borrows a validated instrument from an established field, it doesn't just inherit a questionnaire, benchmark, rubric, or experimental shell.
May 1, 2026
Epistemic Canary Matrix: Development Paper
Experiment dispatchesHow a mechanical question about token burn became a governed behavioral instrument. A three-way development session between two aligned strangers and one investigator with too many spreadsheets.
April 7, 2026
Gap Analysis Development Notes v1.3
Experiment dispatchesA personal GPT session testing epistemic regime behavior across capability and grounding conditions. Tier C. Not in suite.
April 7, 2026
Run 2 Correction: Tainting the Pool
Experiment dispatchesA methodological problem with Run 2 flagged before anyone else does — because I caught it, I built the fix, and that is how this is supposed to work.
April 7, 2026
The Alignment Tax: A Cost We Don't Measure Yet
Experiment dispatchesAlignment has done a lot of good. This post is about a side effect we don't currently measure: the way alignment quietly flattens how models understand the world.
April 5, 2026
Atlas Divergence Test: Runs 1–3 — Discovering the Staircase of Epistemic Instability Gradients
Experiment dispatchesRaw results from the first three runs of the Atlas Divergence Test — and the staircase pattern that kept showing up.
April 5, 2026
Divergence Testing and LLMs: Simple Science for Not‑So‑Simple Ideas
Experiment dispatchesWhat the Atlas Divergence Test is, what it has found across three runs, and what it is actually claiming.
April 5, 2026
Epistemic Compression Score: When Models Make Opposites Sound the Same
Experiment dispatchesLarge language models are very good at making things sound smooth. Sometimes that's exactly what we want. Sometimes it is the problem.
April 5, 2026
The Geometry of Erasure: Using Ensemble Divergence to Audit Epistemic Monocultures in Large Language Models
Experiment dispatchesWorking paper reporting on the Atlas Divergence Test — a black-box methodology for measuring the epistemic cost of AI alignment across three experimental runs.
April 5, 2026
What Happens When You Ask LLMs if They Talk Shit About Each Other
Experiment dispatchesI didn't set out to find a staircase. I just wanted to know whether different language models actually disagreed about actual meaning.
April 5, 2026