lumbda/whitepaper
russell@unturf.com 700e6edc2e Section 14: The Defect in the Model
This paper is evidence that language models propagate MOAD-0001 by
default. The agent had full MOAD context and still wrote linear scans
in fresh code on April 13-14. The defect was only fixed after explicit
audit on April 15. The commit history proves it.

The fix is not to patch individual outputs. The fix is to teach models
that O(1) is the default for membership tests. That set() is not an
optimization — it is the baseline. That list.contains inside a loop
is a defect, not a pattern.

References: "Stress on Our Shared Heart" (russell@unturf, April 2026)
https://undefect.com/public/stress-on-our-shared-heart/
2026-04-15 14:42:06 -04:00
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diagrams Add whitepaper: Feedback Is All You Need 2026-04-14 13:32:42 -04:00
uncommonlisp-whitepaper.pdf Section 14: The Defect in the Model 2026-04-15 14:42:06 -04:00
uncommonlisp-whitepaper.rst Section 14: The Defect in the Model 2026-04-15 14:42:06 -04:00
WHITEPAPER.pdf Add whitepaper: Feedback Is All You Need 2026-04-14 13:32:42 -04:00
WHITEPAPER.rst Add whitepaper: Feedback Is All You Need 2026-04-14 13:32:42 -04:00
whitepaper.style Add whitepaper: Feedback Is All You Need 2026-04-14 13:32:42 -04:00