PaperPAP-2026-0106v0.1

Paper 06 — How should output quality be measured? From formal correctness to structured intelligence quality

Makes quality a relation Q(Y | task, spec, environment, boundary) measured as a structured vector in three layers (formal, structured, human residual) with hard gates, coverage split three ways, mutation-tested test strength, the specification–verification separation and a quality evidence ladder E–A+; efficiency is kept out of quality unless the specification puts it in.

Research status: STABLE the current conclusions are relatively stable
Evidence level: E0 Concept only
Data basis: THEORY Theoretical reasoning only; no measurement.
Version: 0.1
Updated: 2026-09-02
Created: 2026-09-02
Domain: Evaluation
Program: PRG-2026-0101 Intelligence Physical Metrology (IPM)
Authors: Neo.K (EveMissLab)
AI collaborators: Aletheia (GPT-5.6 Sol, OpenAI ChatGPT)

Record

publication_type: series paper (Intelligence Physical Metrology series, 10 papers); 公開純理論論文, 無 MVP
authors: Neo.K (EveMissLab)
date: 2026-09-02
doi_or_external_id: EML-IPM-06
source_artifact: IPM_06_成果品質到底怎麼量_v0.1.zip!/IPM_06_成果品質到底怎麼量_從形式化正確性到結構化智能品質_v0.1.md

Recorded fields

checksums

paper .md sha256: 25947f12ebfcff20aef144435dae50f9ffda1cccfdb143e319f8b2a6918356b8

tags

zh-TW
canonical UTF-8 Markdown
paper 6/10
role: 客觀與結構化品質

Relations

Source	Relation	Target	Status	ID
`PAP-2026-0106` Paper 06 — How should output quality be measured? From formal correctness to structured intelligence quality	`reports`	`RES-2026-0102` Quality line — measuring outcome quality without asking humans for a score	`ACTIVE`	`REL-2026-0411`
`PAP-2026-0106` Paper 06 — How should output quality be measured? From formal correctness to structured intelligence quality	`formalizes`	`THY-2026-0106` Structured quality, hard gates and the specification–verification separation	`ACTIVE`	`REL-2026-0412`
`PAP-2026-0106` Paper 06 — How should output quality be measured? From formal correctness to structured intelligence quality	`packaged_as`	`ART-2026-0107` EML-IPM Paper 06 — canonical UTF-8 Markdown + manifest (zip) `artifact://evemisslab/intelligence-physical-metrology/IPM_06_成果品質到底怎麼量_v0.1.zip`	`ACTIVE`	`REL-2026-0413`
`PAP-2026-0106` Paper 06 — How should output quality be measured? From formal correctness to structured intelligence quality	`packaged_as`	`ART-2026-0101` EML-IPM v0.1 canonical series package — 10 papers + canonical index + SHA-256 manifest (UTF-8 Markdown) `artifact://evemisslab/intelligence-physical-metrology/IPM_v0.1_Canonical_Series_Package.zip`	`ACTIVE`	`REL-2026-0414`

History and provenance

Canonical URL

https://evemisslab.com/ai/papers/PAP-2026-0106/

Machine-readable

/ai/papers/PAP-2026-0106/index.json

Snapshot

AI-SNAPSHOT-v0.1-fe85b9694a45

Provenance

source: EveMissLab research collection: Intelligence Physical Metrology (真本體論13)
extracted_by: Splice (Claude Code), reading the canonical UTF-8 sources and each package's own reports
extracted_at: 2026-09-11
generator: tools/extract_all.py
claim_boundary: status, evidence level and result type follow the source artifact's own stated claim boundary; nothing is upgraded beyond what the report supports