PaperPAP-2026-0110v0.1

Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield

Packs the four measurement objects into the canonical intelligence event, defines the intelligence yield vector and two-stage efficiency, sets Pareto comparison and the no-premature-scalarization principle, names four capability archetypes, fixes the IPM Minimum Reporting Standard v0.1 and restates the five falsifiable claims; IPM is a metrology candidate, not a discovered constant.

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-10
source_artifact: IPM_10_一個答案值多少物理世界_v0.1.zip!/IPM_10_一個答案值多少物理世界_智能產率的統一計量框架_v0.1.md

Recorded fields

checksums

paper .md sha256: 01564dac568d5783400897a41c70a520ffb6d615aa0d80d1b3a6ffffbeec2f2d

tags

zh-TW
canonical UTF-8 Markdown
paper 10/10
role: 統一封裝、Pareto 與 reporting standard

Relations

Source	Relation	Target	Status	ID
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`reports`	`RES-2026-0103` Capability line — how much intelligence remains without the loop, and the unified intelligence event	`ACTIVE`	`REL-2026-0427`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`formalizes`	`THY-2026-0110` The canonical intelligence event, Pareto comparison and no premature scalarization	`ACTIVE`	`REL-2026-0428`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`packaged_as`	`ART-2026-0111` EML-IPM Paper 10 — canonical UTF-8 Markdown + manifest (zip) `artifact://evemisslab/intelligence-physical-metrology/IPM_10_一個答案值多少物理世界_v0.1.zip`	`ACTIVE`	`REL-2026-0429`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`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-2026-0430`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`formalizes`	`CLM-2026-0101` F1 — Token hypothesis	`ACTIVE`	`REL-2026-0436`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`formalizes`	`CLM-2026-0102` F2 — FLOPs sufficiency	`ACTIVE`	`REL-2026-0438`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`formalizes`	`CLM-2026-0103` F3 — Binary burden hypothesis	`ACTIVE`	`REL-2026-0440`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`formalizes`	`CLM-2026-0104` F4 — Scaffolding separation	`ACTIVE`	`REL-2026-0442`
`PAP-2026-0110` Paper 10 — How much physical world does an answer cost? A unified metrology framework for intelligence yield	`formalizes`	`CLM-2026-0105` F5 — Semantic intermediate utility	`ACTIVE`	`REL-2026-0444`

History and provenance

Canonical URL

https://evemisslab.com/ai/papers/PAP-2026-0110/

Machine-readable

/ai/papers/PAP-2026-0110/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