PaperPAP-2026-0002v0.1

Paper 02 — Stability is not a static value: freshness, decay and update tension

Freshness is decided by world change rate, source reliability, dependency structure, task risk and system impact — with risk-weighted tension, update debt, revalidation radius and event-triggered wake-up.

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: 2026-09-07
Created: 2026-09-07
Domain: AI Architecture
Program: PRG-2026-0001 Adaptive Epistemic Systems
Authors: Neo.K (EveMissLab)
AI collaborators: Sol (GPT-5.6, OpenAI ChatGPT)

Record

publication_type: series paper (Adaptive Epistemic Systems Series, 11 papers)
authors: Neo.K (EveMissLab)
date: 2026-09-07
source_artifact: Adaptive_Epistemic_Systems_Series_Paper_02_Freshness_Decay_Update_Tension_v0.1.md

Recorded fields

checksums

sha256: 7014b766ad178cbe19d1772f62dcd39c9e925b822913e552a8d494925389cf2f

tags

zh-TW
canonical UTF-8 Markdown
paper 2/11

Relations

Source	Relation	Target	Status	ID
`PAP-2026-0002` Paper 02 — Stability is not a static value: freshness, decay and update tension	`reports`	`RES-2026-0001` Blind derivation of an adaptive epistemic architecture	`ACTIVE`	`REL-2026-0021`
`PAP-2026-0002` Paper 02 — Stability is not a static value: freshness, decay and update tension	`formalizes`	`THY-2026-0001` Asymmetric spacetime tension: temporally heterogeneous world knowledge	`ACTIVE`	`REL-2026-0022`
`PAP-2026-0002` Paper 02 — Stability is not a static value: freshness, decay and update tension	`packaged_as`	`ART-2026-0002` Adaptive Epistemic Systems Series — Paper 02 (UTF-8 Markdown) `artifact://evemisslab/adaptive-epistemic-systems/Adaptive_Epistemic_Systems_Series_Paper_02_Freshness_Decay_Update_Tension_v0.1.md`	`ACTIVE`	`REL-2026-0023`

History and provenance

Canonical URL

https://evemisslab.com/ai/papers/PAP-2026-0002/

Machine-readable

/ai/papers/PAP-2026-0002/index.json

Snapshot

AI-SNAPSHOT-v0.1-fe85b9694a45

Provenance

source: EveMissLab research collection: Adaptive Epistemic Systems (真本體論13)
extracted_by: Splice (Claude Code), reading the canonical UTF-8 sources and each lab's own result reports
extracted_at: 2026-09-11
generator: tools/extract_aes/extract.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