Synapse
⌘+K
Synapse
PulseExploreJournal ClubResearchersJournals
Instagram
HomeJournal ClubExplore
August 10, 2026Open Access

Who Validates the Validator? Instrument failure in the shape of the hypothesis — fourteen audit findings from a pre-registered measurement

View Full Paper
Ask AI
Bookmark
Share

Authors

ZVZoltan Varga

Discussion

Loading...

Member takes

Overview

Randomized trial uncovers measurement failure rates in multi-agent systems, indicating potential for improvements.

Key Points

  • This research aims to validate the integrity of measurement tools and identify failures in pre-registered formats.
  • Conducted audits on fourteen findings related to instrument failures.
  • Measured dispatch fidelity in multi-agent LLM orchestrations using a logging proxy.
  • Analyzed outcomes with a focus on the error representation and validation mechanisms.
  • The primary outcome recorded a fabrication rate of 0.80% (10/1250) in dispatch claims.
  • The positive scaling hypothesis was unsupported (Cochran–Armitage z = -1.106, p = 0.269).
  • Cross-run evidence showed binding integrity but no spliced artifacts detected.

Cite This Study

Zoltan Varga (2026) studied this question.

synapsesocial.com/papers/6a797d579c20a9bbd3184a2chttps://doi.org/10.5281/zenodo.21849033
View Full Paper
Ask AI
Bookmark
Share