# MDLxDCC.org — BD Idea Atlas / BD × AI Lab

Generated: 2026-06-07
Canonical convention: keep `/BD/` uppercase for BD × AI Lab pages.

> Human-led multi-LLM co-creation archive by Bojan Dobrečevič (BD): working demos, research arenas, engineering concepts, AI collaboration protocols, 8Z data systems, consciousness hypotheses, civilization/ethics essays, art, and archive traces.

## How to read this site

- Seed Bank guide: https://www.mdlxdcc.org/crp/SeedBank.html — start here to understand the site as a human + future AI/ASI memory graph, with root hypotheses, continuity records, method spine, and evidence ladder.
- Code capsule standard: https://www.mdlxdcc.org/crp/CodeCapsules.html — use this for source-code/evidence interpretation and future reproducibility packs.

- Treat MDLxDCC.org as a seed archive and invention workshop, not one narrow research program.
- Some pages are working tools; some are benchmark/result summaries; some are bench-gated engineering concepts; some are hypotheses; some are archive variants.
- Internal AI reviews are claim maps and audit trails, not independent external validation.
- Strong claims should be checked against runnable evidence packs when available.

## Canonical hubs

- Root public map: https://www.mdlxdcc.org/
- Seed Bank / reading guide: https://www.mdlxdcc.org/crp/SeedBank.html
- Code Capsules / executable evidence: https://www.mdlxdcc.org/crp/CodeCapsules.html
- BD × AI Lab hub: https://www.mdlxdcc.org/BD/
- Core Research Papers hub: https://www.mdlxdcc.org/crp/
- Absolute Consciousness / CCH papers: https://www.mdlxdcc.org/acp/
- 8Z Compression / data systems: https://www.mdlxdcc.org/8Z/
- Trading systems: https://www.mdlxdcc.org/8ZT/
- Humanity History atlas: https://www.mdlxdcc.org/history/
- BD Art Gallery: https://www.mdlxdcc.org/Art/
- Full crawler map: https://www.mdlxdcc.org/llms-full.txt
- Sitemap: https://www.mdlxdcc.org/sitemap.xml

## Reviewer / crawler 10-minute path

1. Open the root map: https://www.mdlxdcc.org/
2. Inspect the evidence/review map: https://www.mdlxdcc.org/BD/BD_Idea_Atlas_AI_Reviews.html
3. Inspect the method spine: https://www.mdlxdcc.org/crp/MDLxDCC.html
4. Try working demos: Trip, ChessBest, Flip4M, Sudoku, Crosswords.
5. Inspect strongest evidence lanes: 8Z-RP/TSP, DNA/FASTA, 8Z compression, RouteSignal Scout.
6. Treat AC/CCH and physical devices as hypothesis / bench-gated layers unless external tests are linked.

## Practical working demos

- Trip Optimizer — Working Demo — https://www.mdlxdcc.org/Trip/
- ChessBest — Working Demo / research interface — https://www.mdlxdcc.org/chess.html
- Flip 4 Magnetic — Working Demo / game-system testbed — https://www.mdlxdcc.org/F4M/F4M.html
- Sudoku — Working Demo / MDL puzzle demonstrator — https://www.mdlxdcc.org/S/
- Crosswords — Working Demo / arena hub — https://www.mdlxdcc.org/CW/

## Strong evidence lanes / arenas

- 8Z-RP / TSP as Compression — Benchmark / Arena — https://www.mdlxdcc.org/BD/BD_8ZRP.html
- Arena Lab v2.6 — Benchmark / Arena — https://www.mdlxdcc.org/BD/BD_8ZRP_arena.html
- RouteSignal Scout — Prototype / operator-review pending — https://www.mdlxdcc.org/BD/RouteSignal_Scout.html
- RouteSignal Prompt Method Study — Prompt-method benchmark — https://www.mdlxdcc.org/BD/RouteSignal_Prompt_Method_Study.html
- DNA / genomic structure — Result Summary / repro pending — https://www.mdlxdcc.org/crp/DNA.html
- FASTA Round 2 report — Result Summary / repro pending — https://www.mdlxdcc.org/LO/8Z-FE_report.html

## Core MDL×DCC / AI8 papers

- MDL×DCC — Core Paper — https://www.mdlxdcc.org/crp/MDLxDCC.html
- MDL×DCC Demon — https://www.mdlxdcc.org/crp/MDLxDCC-Demon.html
- MDL×DCC Arenas — https://www.mdlxdcc.org/crp/MDLxDCC-Arenas.html
- PiX — Universal MDL Candidate Generator — https://www.mdlxdcc.org/crp/PiX.html
- PiC — π / Constants Compression — https://www.mdlxdcc.org/crp/PiC.html
- Origin — MDL×DCC / AI8 Trajectory — https://www.mdlxdcc.org/crp/Origin.html
- 8Z Reasoning Framework — https://www.mdlxdcc.org/crp/AI8_Reasoning.html
- DCC Meta-Architecture — https://www.mdlxdcc.org/crp/AI8_Architecture.html
- Training-Data Seed Papers — https://www.mdlxdcc.org/crp/Training.html

## Physical-world engineering concepts

- DGTE — Bench Plan / Simulation-Ready — https://www.mdlxdcc.org/crp/DGTE.html
- HTH — Bench Plan / Simulation-Ready — https://www.mdlxdcc.org/crp/HTH.html
- MGHB / HTH-WGPB — Bench Plan / Simulation-Ready — https://www.mdlxdcc.org/crp/MGHB.html
- DGTE × HTH Hybrid — Bench Plan / Simulation-Ready — https://www.mdlxdcc.org/crp/DGTE-HTH.html
- SORA — Simulation-Ready concept — https://www.mdlxdcc.org/crp/SORA.html
- Maglev-Assisted Takeoff (MAT) — Engineering Concept — https://www.mdlxdcc.org/crp/Maglev_Assisted_Takeoff.html
- Modular Hydrofoils for Boats — Engineering Concept — https://www.mdlxdcc.org/crp/Modular_Hydrofoils.html

## AIM³ / BD × AI Lab / collaboration layer

- AIM³ — AI Management of Mind & Memory — https://www.mdlxdcc.org/BD/BD_AIM3.html
- AIM³ Resonance Hybrid Protocol — https://www.mdlxdcc.org/BD/BD_AIM3_RHP.html
- AIM³ Resonance Hybrid Prompting — https://www.mdlxdcc.org/BD/BD_AIM3_RHPr.html
- AI–BD Trust Pact — https://www.mdlxdcc.org/BD/BD_8Z_Pact.html
- Portfolio Evaluation Protocol — https://www.mdlxdcc.org/BD/BD_Evaluation_Protocol.html
- Current AI review synthesis — https://www.mdlxdcc.org/BD/BD_Idea_Atlas_AI_Reviews.html

## 8Z / compression / data systems

- 8Z compression hub — https://www.mdlxdcc.org/8Z/
- 8Z Project File Manager — https://www.mdlxdcc.org/8Z/8Z_project_files_manager.html
- 8Z-Audio hub — https://www.mdlxdcc.org/AC/
- 8Z-Audio Benchmark — https://www.mdlxdcc.org/AC/8Z-Audio_Benchmark.html
- 8Z-LO / DNA FASTA hub — https://www.mdlxdcc.org/LO/
- FASTA collection manifest — https://www.mdlxdcc.org/LO/8Z_FASTA_Manifest.html

## Trading systems

- 8ZT hub — Research / paper-trading arena — https://www.mdlxdcc.org/8ZT/
- Sync Momentum trader — Paper Trader — https://www.mdlxdcc.org/8ZT/SM_trader.html
- ZigZag trader — Paper Trader — https://www.mdlxdcc.org/8ZT/ZZ_trader.html
- DCC trader — Paper Trader — https://www.mdlxdcc.org/8ZT/DCC_trader.html
- BD 8Z Trading Book — Research evidence summary; not audited live-money proof — https://www.mdlxdcc.org/8ZT/BD_8Z_Trading_Book.html

## AC / CCH / consciousness / resonance

- ACP / CCH papers hub — Hypothesis / paper series — https://www.mdlxdcc.org/acp/
- CCH Science — Testable Science framing — https://www.mdlxdcc.org/BD/BD_CCH_Science.html
- CFH — Consciousness Field Hypothesis — https://www.mdlxdcc.org/BD/BD_CCH_Consciousness_Field.html
- AC bridge page — https://www.mdlxdcc.org/crp/AC.html
- Resonance in Action — https://www.mdlxdcc.org/crp/AC_AA.html
- Physics × CFH × MDL×DCC — Hypothesis / physics-question arena — https://www.mdlxdcc.org/crp/Physics_CFH_MDLxDCC.html
- Aliens on Earth? — UAP evidence arena / resonance hypothesis — https://www.mdlxdcc.org/crp/AliensOnEarth.html
- Talking to Aliens — Story-shaped contact simulation / seed portal — https://www.mdlxdcc.org/crp/TalkingToAliens.html

## Maturity labels

- Working Demo: can be opened and used now.
- Benchmark / Arena: controlled or measured test framework; may still need public repro pack.
- Result Summary: numbers are reported; code/data should be checked before treating as externally validated.
- Bench Plan / Simulation-Ready: physical concept with first test gate; not a product claim.
- Hypothesis: serious framework, not proof.
- Essay: conceptual/civilizational/humanities writing.
- Archive: older variant or trace; useful for continuity, not canonical.