Educational companion dossier · Fact, interpretation, lived experience, clinical education, fiction, and mechanics are labeled separately. Scope & safety
REAL-WORLD INTERPRETIVE

AI-DRIVEN WORLD SAFETY

Non-Operational Boundary and No Activation Authority

Why the site publishes character-system literacy and governance while refusing to activate agents, expose provider integration, or imply production approval.

LEVEL 1

ORIENTATION

Why this matters

REAL-WORLD INTERPRETIVE

One-sentence brief

Technical detail can create a false impression that a system has been reviewed, connected, or authorized. This release preserves source ideas without turning them into live capability.

REAL-WORLD INTERPRETIVE

Three key points

  1. The source reports are not authenticated product specifications.
  2. No character, provider, validator, or world is activated by this release.
  3. Owner continuation approval is not specialist, deployment, or production-tuning approval.
LEVEL 2

WORKING BRIEF

Evidence, context, and limits

REAL-WORLD INTERPRETIVE

Source status

The repository establishes exact source bytes and filenames. It does not establish that named companies, products, standards interpretations, researchers, or organizations authored, endorsed, implemented, or currently use the proposals.

  • Citations require claim-specific verification.
  • Agreement among supplied reports is not independent corroboration.
REAL-WORLD INTERPRETIVE

Public transformation

The site publishes conceptual distinctions, design questions, audit checklists, representation boundaries, correction duties, and review gates. It omits credentials, private prompts, endpoints, code, operational thresholds, and live activation data.

  • Literacy is the product.
  • Protected sources remain non-public.
REAL-WORLD INTERPRETIVE

Excluded capabilities

No provider ingestion service, automated persona generation, semantic judge, embedding or clustering service, population scoring API, live memory store, autonomous agent, tool-calling system, real-person profile, surveillance workflow, persuasion system, or production tuning is introduced.

  • No hidden simulation route.
  • No activation token or deployment artifact.
REAL-WORLD INTERPRETIVE

Approval layers

The recorded owner instruction authorizes continued WIP development and packaging. It does not close narrative, linguistic, cultural, privacy, accessibility, security, legal, clinical-representation, player-safety, deployment, or production gates.

  • Automated PASS is not human approval.
  • Silence is not approval.
REAL-WORLD INTERPRETIVE

Correction and supersession

If source identity, factual claims, standards, safety conclusions, or review outcomes change, update public syntheses and route records while preserving exact source bytes and release history.

  • Corrections propagate to learning paths and glossary.
  • Prior wording remains auditable.
LEVEL 3

COMPLETE DOSSIER

Limitations, game links, and review context

DISPUTED / MULTIPLE ACCOUNTS

Known limitations and gaps

  • The six supplied reports are preserved research leads. Their filenames, organizations, citations, examples, thresholds, and technical detail do not authenticate authorship, sponsorship, product status, or current factual accuracy.
  • The public section is design literacy, not a production specification. It does not expose provider credentials, prompts, live endpoints, activation tokens, autonomous tool use, or implementation code for a running agent system.
  • Population-quality measures must detect mechanical repetition and coherence failures without treating demographic rarity, disability, nationality, language, religion, gender, migration, or another protected characteristic as a defect or quality score.
  • Thresholds, similarity methods, sampling plans, language rules, and runtime budgets require representative testing, privacy review, accessibility review, cultural and linguistic review, security review, and accountable human approval before any production use.
REAL-WORLD INTERPRETIVE

Decision matrix

Authority boundary.
Artifact or event What it establishes What it does not establish
Exact source hash Byte identity Authorship or factual accuracy
Automated audit PASS Repository consistency Safety, quality, or deployment approval
Human review of one fingerprint Scoped acceptance of that revision Approval of future revisions or the whole platform
Activation record World eligibility for one accepted revision Production readiness for the site
Owner continuation approval Permission to continue WIP development Specialist or production-tuning approval
REAL-WORLD INTERPRETIVE

Publication audit checklist

Identity and agency

Does the design preserve the exact fictional identity, ordinary life, independent goals, and ability to refuse rather than reducing the character to a role or prompt?

Pass condition: Identity fields are stable, state is separate, protected traits are not quality scores, and silent substitution is impossible.

Evidence and review

Can every transition, validation result, accepted fingerprint, exception, and human decision be traced to a versioned record?

Pass condition: Automated checks, human review, activation authority, and production approval remain separate and explicit.

Runtime boundary

Can untrusted provider output, administrative evidence, stale revisions, or private data enter live context or binding state?

Pass condition: Only allowlisted, current, reviewed projections and bounded scene or memory packets can be used; failures degrade safely.

Correction and retirement

Can a changed source, identity revision, harmful behavior, or failed review invalidate downstream use without destroying audit history?

Pass condition: Supersession, pause, rollback, correction, and permanent retirement are defined and testable.

LEVEL 4

RESEARCH EDITION

Sources, methods, and stable links

REAL-WORLD VERIFIED

Method and corrections

This page follows the public method for provenance, confidence, source independence, alternative accounts, limitations, review state, and visible correction.

NEXT

CONTINUE

Related learning