Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

The Perfect Instruction: Empirical Validation of the Triple-A Thesis through Actor-Agnostic Framework Design — Complete Research Package

Authors: Rau, Sebastian Johannes;

The Perfect Instruction: Empirical Validation of the Triple-A Thesis through Actor-Agnostic Framework Design — Complete Research Package

Abstract

This research package presents Tb Meta OS Alpha, a text-based meta-framework for actor-independent task execution, and the empirical validation of its foundational Triple-A Thesis: "An actor requires no inherent intelligence for its actions if the instruction is perfect." The framework formalizes instruction completeness through seven criteria (V1-V7) and implements a deterministic SPARK loop (SENSE, PLAN, ACT, REFLECT, KNOW) with a six-layer memory system. The package contains three companion documents: (1) FINAL-Tb-Meta-OS-Alpha.pdf - the complete framework specification (v2.1 Final), (2) FINAL-Research-Paper.pdf - the research paper with formal definitions, proof structure, and empirical evaluation across multiple experiments, and (3) FINAL-Validierung-und-Beweismaterialien.pdf - comprehensive validation materials including multi-actor experiments (E1: 4 actors, E2: 5 actors), integration tests (Zyklus 4 with 3 independent validators), and the consolidated evidence matrix. All experiments confirm actor exchangeability with score variance below 15 points across diverse LLM actors, supporting Corollary 1 of the Triple-A Thesis.

Keywords

meta-framework, actor independence, validation methodology, Triple-A thesis, LLM evaluation, SPARK loop, perfect instruction

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average