PaperPAP-2026-0109v0.1

Paper 09 — How much intelligence remains without the loop? Single-pass capability, scaffolding dependence, and hidden computational cost

Writes a system as (model, scaffolding vector), defines scaffolding gain, survival ratio SSR, dependence ratio SDR, scaffold cost multiplier SCM and marginal yields along the ablation ladder A0–A5, adds interaction graphs and Shapley-style attribution, hidden-retry and discarded-work accounting, a capability vector and S-grades; loop is not cheating, hiding its cost is.

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-09
source_artifact: IPM_09_拿掉LOOP還剩多少智能_v0.1.zip!/IPM_09_拿掉LOOP還剩多少智能_單次智能鷹架依賴與隱藏計算成本_v0.1.md

Recorded fields

checksums

paper .md sha256: a3e58b43f76a818508d6a52bffa931fc6c8767fe74aa27a9c714f9a5e84f599b

tags

zh-TW
canonical UTF-8 Markdown
paper 9/10
role: 原生能力與鷹架依賴

Relations

Source	Relation	Target	Status	ID
`PAP-2026-0109` Paper 09 — How much intelligence remains without the loop? Single-pass capability, scaffolding dependence, and hidden computational cost	`reports`	`RES-2026-0103` Capability line — how much intelligence remains without the loop, and the unified intelligence event	`ACTIVE`	`REL-2026-0423`
`PAP-2026-0109` Paper 09 — How much intelligence remains without the loop? Single-pass capability, scaffolding dependence, and hidden computational cost	`formalizes`	`THY-2026-0109` Scaffolding capability record: SSR, SDR, SCM and the ablation ladder	`ACTIVE`	`REL-2026-0424`
`PAP-2026-0109` Paper 09 — How much intelligence remains without the loop? Single-pass capability, scaffolding dependence, and hidden computational cost	`packaged_as`	`ART-2026-0110` EML-IPM Paper 09 — canonical UTF-8 Markdown + manifest (zip) `artifact://evemisslab/intelligence-physical-metrology/IPM_09_拿掉LOOP還剩多少智能_v0.1.zip`	`ACTIVE`	`REL-2026-0425`
`PAP-2026-0109` Paper 09 — How much intelligence remains without the loop? Single-pass capability, scaffolding dependence, and hidden computational cost	`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-2026-0426`

History and provenance

Canonical URL

https://evemisslab.com/ai/papers/PAP-2026-0109/

Machine-readable

/ai/papers/PAP-2026-0109/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