PaperPAP-2026-0103v0.1

Paper 03 — From cognition to neurons: how human intelligence is measured across levels

Reads cognitive science and neuroscience for method rather than numbers: Marr's levels extended to five, resource-rational operation costs, diffusion-model latent inference, encoding–decoding duality, population coding, causal perturbation, the 10 bits/s throughput lesson; yields cross-level triangulation and a D–A+ measurement grade for μI.

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: Cognitive Science
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-03
source_artifact: IPM_03_從認知到神經元_v0.1.zip!/IPM_03_從認知到神經元_人腦如何跨層測量智能計算_v0.1.md

Recorded fields

checksums

paper .md sha256: 3a1996da839c94367b1d6ffb69ce12309bc51b330b120aa181c514a0793daead

tags

zh-TW
canonical UTF-8 Markdown
paper 3/10
role: 跨層測量與證據三角化

Relations

Source	Relation	Target	Status	ID
`PAP-2026-0103` Paper 03 — From cognition to neurons: how human intelligence is measured across levels	`reports`	`RES-2026-0101` Execution and physical line — what one answer costs in turns, semantic work, energy and computational spacetime	`ACTIVE`	`REL-2026-0399`
`PAP-2026-0103` Paper 03 — From cognition to neurons: how human intelligence is measured across levels	`formalizes`	`THY-2026-0103` Cross-level triangulation and measurement grades	`ACTIVE`	`REL-2026-0400`
`PAP-2026-0103` Paper 03 — From cognition to neurons: how human intelligence is measured across levels	`packaged_as`	`ART-2026-0104` EML-IPM Paper 03 — canonical UTF-8 Markdown + manifest (zip) `artifact://evemisslab/intelligence-physical-metrology/IPM_03_從認知到神經元_v0.1.zip`	`ACTIVE`	`REL-2026-0401`
`PAP-2026-0103` Paper 03 — From cognition to neurons: how human intelligence is measured across levels	`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-2026-0402`

History and provenance

Canonical URL

https://evemisslab.com/ai/papers/PAP-2026-0103/

Machine-readable

/ai/papers/PAP-2026-0103/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