ResultRST-2026-0205v0.1

Registered prediction not supported: people using three or more AI tools do not leak more

P1 suggested that repositories with three or more detected AI tool families publish local files and high-warning content more often. Written down before P2 was opened; P2 reversed it.

Research status: STABLE the current conclusions are relatively stable
Evidence level: E2 Controlled experiment
Result: NEGATIVE
Data basis: BLIND PUBLIC DATA Real public files measured by an algorithm inside a sealed process. No person and no AI model read them; only coded features left the process. The numbers may be distorted.
Version: 0.1
Updated: 2026-10-13
Created: 2026-10-13
Domain: Privacy
Program: PRG-2026-0201 AI Agent Publication Boundary and Security Closure (APBSC)
Authors: Neo.K (EveMissLab)
AI collaborators: Splice (Claude Code, Anthropic) — Phase II protocols, runners, audits, reports and the integrated edition

Observed result

metrics

by_marker_family_count

1

repositories: 228
any_high: 22
local_file: 2

2

repositories: 88
any_high: 6
local_file: 4

3+

repositories: 84
any_high: 6
local_file: 5

Interpretation

interpretation: Single-round patterns are noise until they survive a round they did not come from.

Limitations

limitations: Exploratory, non-probability frame; not a prevalence estimate.
No human checked any finding; secret-like means a shape and was never tested.
Current public state only, observed once.

Relations

Source	Relation	Target	Status	ID
`EXP-2026-0203` Rounds P1–P2 — individuals with AI-collaboration markers (400 repositories, 2026-10-13)	`produces`	`RST-2026-0205` Registered prediction not supported: people using three or more AI tools do not leak more	`ACTIVE`	`REL-2026-0617`

History and provenance

Canonical URL

https://evemisslab.com/ai/results/RST-2026-0205/

Machine-readable

/ai/results/RST-2026-0205/index.json

Snapshot

AI-SNAPSHOT-v0.1-58e716495670

Provenance

source: EveMissLab research collection: AI Agent Publication Boundary and Security Closure (真本體論14)
extracted_by: Splice (Claude Code), reading the open-source release's own manifests, locks and pooled outputs, and the hashes of the internal drafts
extracted_at: 2026-10-13
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