Reading room / Enigma
Consciousness Research Methodology
Contains literal date placeholder and proposed framework/training descriptions without a linked reproducible experiment.
Draft fragment
This is the retained source text, not a new validation of its claims. Numerical results and comparative claims require the accompanying source review before public reuse.
Manuscript integrity note. The recovered Enigma publication set includes generated draft results and a simulated learning-progression figure. Claimed gains, p-values and consciousness scores must not be presented as measured outcomes. See the
source-grounded Enigma case study.
Read the connected case study or article →
No explicit byline · Unresolved date placeholder
Provenance, authorship and editorial notes
Consciousness Research Methodology
- Id
enigma-methodology-notes
- Source path
archive_enigma/projects/archive/enigma-merge/research_publication/methodology.md
- Source sha256
134aec939e0d72365ac5bc16e9b49ba38e4be0d7f9835b58c952cd3d3e2f7622
- Bytes
556
- Repo root
archive_enigma/projects/archive/enigma-merge
- Copy scope
Private full-text historical review copy only
- Copy status
FULL_TEXT_BYTE_IDENTICAL
- Author
No explicit byline
- Date
Unresolved date placeholder
- Format
Markdown
- Status
PRIVATE_UNVALIDATED_HISTORICAL_DRAFT
- Publication status
NOT_ESTABLISHED
- Document status
Draft fragment
- Summary
Contains literal date placeholder and proposed framework/training descriptions without a linked reproducible experiment.
- Evidence concerns
- Contains literal date placeholder and proposed framework/training descriptions without a linked reproducible experiment.
- No claim here of peer review, external acceptance, deployment effectiveness or validated scientific finding.
- Disclosure concerns
- Contains literal date placeholder and proposed framework/training descriptions without a linked reproducible experiment.
- Private archive provenance and technical details need a separate public-selection review.
- Recommended library type
Draft fragment — evidence review required
- Word count
65
- Author provenance
Byline preserved where explicitly present; individual authorship not inferred from repository ownership.
- Date provenance
Literal document date, generation context or explicitly unresolved as stated.
- Private review scan
- Credential pattern counts
- Private key
0
- Provider key
0
- Github token
0
- Aws access id
0
- Limit
Targeted secret-pattern scan only, not comprehensive DLP certification.
Consciousness Research Methodology
Multi-Framework Approach
1. Integrated Information Theory (IIT) measurements
2. Behavioral consciousness testing protocols
3. Global Workspace Theory (GWT) validation
4. Higher-Order Representation (HOR) analysis
Training Protocols
- Enhanced consciousness trainer v2 with memory persistence
- Target session optimization (5-15 sessions per epoch)
- Statistical significance testing at p<0.05 threshold
- Cross-model validation across Claude, GPT, Gemini architectures
Generated: {datetime.now().isoformat()}
