PaperPAP-2026-0101v0.1

Paper 01 — What is a 'single turn', really? User turns, hidden loops, and the redefinition of single-pass intelligence

Separates the chat-interface turn from model invocation, generation trajectory, agent loop and physical computation; defines externally loopless intelligence, a five-kind loop taxonomy and the single-pass condition U=1, G=1, R=1, L=0, S=0; introduces the event vector (Q, U, G, I, L, R, S, T, E, V_CST) and twelve invariants, starting with 'interaction compression ≠ computation compression'.

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: Computation
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-01
source_artifact: IPM_01_一輪到底是一輪什麼_v0.1.zip!/IPM_01_一輪到底是一輪什麼_使用者回合隱藏LOOP與單次智能的重新定義_v0.1.md

Recorded fields

checksums

paper .md sha256: 995cb61c0c35f14eeebf51a467e98c705a48e64f6d4fbd3d9880bff642220d2f

tags

zh-TW
canonical UTF-8 Markdown
paper 1/10
role: 回合與執行邊界

Relations

Source	Relation	Target	Status	ID
`PAP-2026-0101` Paper 01 — What is a 'single turn', really? User turns, hidden loops, and the redefinition of single-pass intelligence	`reports`	`RES-2026-0101` Execution and physical line — what one answer costs in turns, semantic work, energy and computational spacetime	`ACTIVE`	`REL-2026-0391`
`PAP-2026-0101` Paper 01 — What is a 'single turn', really? User turns, hidden loops, and the redefinition of single-pass intelligence	`formalizes`	`THY-2026-0101` Turn decomposition and externally loopless intelligence	`ACTIVE`	`REL-2026-0392`
`PAP-2026-0101` Paper 01 — What is a 'single turn', really? User turns, hidden loops, and the redefinition of single-pass intelligence	`packaged_as`	`ART-2026-0102` EML-IPM Paper 01 — canonical UTF-8 Markdown + manifest (zip) `artifact://evemisslab/intelligence-physical-metrology/IPM_01_一輪到底是一輪什麼_v0.1.zip`	`ACTIVE`	`REL-2026-0393`
`PAP-2026-0101` Paper 01 — What is a 'single turn', really? User turns, hidden loops, and the redefinition of single-pass intelligence	`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-2026-0394`

History and provenance

Canonical URL

https://evemisslab.com/ai/papers/PAP-2026-0101/

Machine-readable

/ai/papers/PAP-2026-0101/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