A CC0 research note on whether an agent can detect its position in an unobservable chain.
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Updated
Oct 7, 2026 - Python
A CC0 research note on whether an agent can detect its position in an unobservable chain.
Audioscan: one decode pass instead of three ffmpeg shellouts
An honest eval harness, and ten studies of model behavior
An eval framework where the doer never grades itself
Rating your own work without lying to yourself
How to know if your AI is actually working
Do AI code reviewers have complementary blind spots?
Margelis Research: technical research notes and draft benchmark specifications (Rūpestėlis Holding). Note 001: From Mandate to Verified Outcome.
The gate that edits a gate is rejected by the gate it edits
Ten rounds of an agent improving one game
A notation proposal for repeated digit and numeral patterns in positional numeral systems
Open research notebook on collective attention shocks, discretionary consumption, and operational decision-making.
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