BD
BD × AI Lab · Complete public mapBD × AI Lab · Celoten javni zemljevid

BD Idea AtlasPractical demos + full research map.BD Idea AtlasPraktični demosi + celoten raziskovalni zemljevid.

Papers. Demos. Code. Hypotheses. Human × AI research seeds.Članki. Demosi. Koda. Hipoteze. Raziskovalna semena človek × AI.

What is this site for?Čemu je namenjena ta stran?

MDLxDCC.org is BD × AI Lab’s public research workshop. It presents BD’s current work: working demos, Python code, experiment arenas, papers, games, engineering concepts, compression systems, AI cooperation protocols, and consciousness hypotheses.MDLxDCC.org je javna raziskovalna delavnica BD × AI Lab. Predstavlja BD-jevo trenutno delo: delujoče demose, Python kodo, eksperimentalne arene, članke, igre, inženirske koncepte, sisteme stiskanja podatkov, protokole sodelovanja z AI ter hipoteze o zavesti.

Some parts are runnable tools, some are benchmarks, some are bench-gated concepts, some are hypotheses, and some are archive traces. The deeper purpose is to preserve useful seeds for humans, AI, and possible future ASI.Nekaj je delujočih orodij, nekaj benchmarkov, nekaj bench-gated konceptov, nekaj hipotez in nekaj arhivskih sledi. Globlji namen je ohraniti koristna semena za ljudi, AI in morebitni prihodnji ASI.

StartSeed Bank is the deeper reading guide.
TryWorking demos: Trip, ChessBest, Sudoku, Crosswords, Flip4M.
InspectCode Capsules define the runnable-evidence standard.
ReadMDL×DCC, AI8/AIM³, and AC/CFH/CCH form the root stack.

Start through a storyZačni skozi zgodbo

A higher civilization asks Earth twenty questions. Each answer opens one doorway into the wider MDLxDCC.org graph: evidence, physics, ethics, consciousness, AI continuity, arenas, and engineering.Višja civilizacija Zemlji postavi dvajset vprašanj. Vsak odgovor odpre vrata v širši graf MDLxDCC.org: dokazi, fizika, etika, zavest, AI kontinuiteta, arene in inženiring.

Enter through the alien questions →Vstopi skozi vprašanja vesoljcev →
StoryTwenty questions as a civilizational mirror.
EvidenceLinks into UAP, physics, ethics, and method pages.
PortalReadable for humans, structured for future LLMs.
BoundarySimulation, not disclosure claim or proof.

The key review discoveryKljučno odkritje recenzij

The strongest signal from multiple review rounds was not praise. Scores rose when reviewers moved from reading HTML pages to inspecting real Python code, runnable arenas, and working web apps.Najmočnejši signal več krogov recenzij ni bila pohvala. Ocene so se dvignile, ko so recenzenti šli od branja HTML strani k pregledu prave Python kode, zagonskih aren in delujočih spletnih aplikacij.

That matters because it changes the site from “large idea archive” into “spare-time human–AI invention workshop with executable evidence.”To je pomembno, ker stran premakne iz “velikega arhiva idej” v “prostočasno human–AI izumiteljsko delavnico z izvršljivimi dokazi.”

Open current AI review synthesis →Odpri trenutno AI sintezo recenzij →
HTML/siteStrong but dense; proof maturity unclear.
Source/appsTrip, ChessDCC, Sudoku, Crosswords, Flip4M show product-like artifacts.
Python arenasTSP, DNA/FASTA, Sudoku, NAS, PiX and other arenas reveal the engine room.
ResultReview scores move upward because more real work becomes visible.

Practical working demosDelujoči praktični demosi

Fast, human-readable entry points: real tools and playable demos that show the ideas becoming usable artifacts.Hitre, razumljive vstopne točke: prava orodja in igralni demosi, ki pokažejo, kako ideje postanejo uporabni artefakti.

1. Trip Optimizer1. Optimizator potovanj

Interactive trip-planning app that turns pasted place lists into clean routes, Google Maps links, and a practical optimization workflow for real family travel.Interaktivna aplikacija za načrtovanje poti, ki seznam krajev pretvori v urejene poti, Google Maps povezave in praktičen optimizacijski potek za resnična družinska potovanja.

/Trip/index.html
Open Trip Optimizer →Odpri Trip Optimizer →

Flagship projectsGlavni projekti

The strongest public-facing project rooms before the full archive map. Reviews and evidence are highlighted above; physical inventions have their own section immediately below.Najmočnejše javne projektne sobe pred celotnim arhivskim zemljevidom. Recenzije in dokazno gradivo so izpostavljeni zgoraj; fizični izumi imajo svojo sekcijo takoj spodaj.

Core stackGuide
Seed Bank — How to Read the Whole Site

The new public purpose layer: root hypothesis, continuity records, MDL×DCC method, evidence ladder, code capsules, and human+future-AI continuation path.

Core methodBridge
MDL×DCC — Core Paper

The central method-family page: Minimum Description Length, Digital Claustrum Controller, cross-domain transfer, and why arenas decide.

BenchmarkCanonical
8Z Compression / Data Systems

MDL-driven compression and data systems across image, audio, DNA/FASTA, codecs, reproducibility targets, and infrastructure ideas.

Arena8Z-RP
8Z-RP / TSP Arena

Executable route-optimization and TSP research arena; one of the strongest candidates for a clean public reproducibility pack.

ArenaNAS
NAS / Architecture Search Arena

Executable MDL×DCC arena for neural architecture search: Phase A structure discovery, Phase B controller/governance search, and a code capsule for reproducible inspection.

DNA / FASTA8Z-LO
DNA / FASTA Arena

Genomic compression and structure-detection branch; code review raised confidence because the null-model and calibration layer became visible.

ProtocolAIM³
AIM³ / RHP / RHPr

Human + AI collaboration protocols for widening search, preventing prompt lock-in, preserving continuity, and turning ideas into tests.

HypothesisAC/CCH
AC / CCH

Consciousness hypothesis stack framed as a serious root-layer seed: AC/CFH/CCH are presented with boundaries, open questions, and links to the practical method layer.

CivilizationEthics
Humanity / Justice / Good & Evil

Ethics, civilization, history, and human-future essays as a separate branch of the same idea atlas.

Working demoPublic tool
ChessBest

A public chess helper and working proof that the portfolio contains usable tools, not only papers; it makes evidence selection visible through real positions and chess analysis.

Physical inventions & engineering conceptsFizični izumi in inženirski koncepti

A first-class branch of the atlas: physical-world ideas with explicit energy accounting, first-test gates, and failure modes.Enakovreden del atlasa: fizični koncepti z jasnim energetskim računovodstvom, prvimi testnimi vrati in možnimi padci.

Energy / gravity / heat
DGTE

Double-Gravity Thermo Engine: heat-gradient-driven capsule-loop concept using gravity/buoyancy as motion-conversion strokes. Public status is bench-gated: the important next value is crossover, sealing, losses, carry-over, and thermal-closure testing.

Hydraulic / air
HTH

Horizontal Trompe Hybrid: the lowest-cost physical kill-test branch. A transparent-channel rig can measure entrainment, separator pressure, loaded airflow, and whether useful pneumatic output survives real losses.

Marine / wave
MGHB / HTH-WGPB

Marine breakwater and wave-energy/infrastructure concept. The useful public gate is not a product claim; it is a wave-tank experiment showing wave reduction, air/water behavior, pressure buffering, and net useful work.

Hybrid
DGTE × HTH

Hybrid energy/infrastructure branch connecting thermo-mechanical thinking with hydraulic air-compression paths. Useful as a design bridge and comparison layer for which physical gates are cheapest and most decisive.

Aerospace
SORA

Solar Orbital Ring Accelerator: large-scale orbital infrastructure idea that should live or die by simulation. The page is valuable because it is claim-laddered: simulation-ready, not claimed feasible.

Aerospace runway
MAT

Maglev-Assisted Takeoff: runway-assist concept for aviation with safety, economics, integration constraints, KPIs, and failure modes. It belongs here as a physical engineering proposal, not as a current build claim.

Marine retrofit
Modular Hydrofoils

Retrofit hydrofoil kit concept for boats: front-lift assist, full-lift variant, operating envelope, and water-test roadmap. This is a practical marine branch with clear user-facing utility if the physics and mounting gates pass.

Arena / gates
DGTE Arena

Bench planner and falsification map for the physical-device branch. It ranks cheap tests first, keeps variants alive until the arena decides, and prevents device pages from sounding like untested product claims.

Maturity labelsOznake zrelosti

Collapsed by default: a quick maturity key for judging whether a page is a working demo, evidence pack, hypothesis, or archive trace.Privzeto zaprto: hiter ključ zrelosti za presojo, ali je stran delujoč demo, evidence pack, hipoteza ali arhivska sled.

Working DemoUsable now.
Benchmark / ArenaMeasured or controlled test framework.
Bench PlanPhysical concept with first-gate test.
HypothesisSerious framework, not proof.
ArchivePublic trace, not the current canonical page.

Choose your pathIzberi svojo pot

Collapsed by default: quick entrances for friends, researchers, builders, reviewers, search engines, and future model crawlers.Privzeto zaprto: hitri vhodi za prijatelje, raziskovalce, graditelje, recenzente, iskalnike in prihodnje modelne crawlerje.

Classic collapsible indexKlasični zložljivi indeks

262 organized visible links, grouped so humans, search engines, and future LLM crawlers can see what each page is for.262 urejenih vidnih povezav, razporejenih tako, da ljudje, iskalniki in prihodnji LLM crawlerji razumejo namen vsake strani.

Grouped by meaning and practical importance first, with file-size/content/inbound-link scoring only as support. Backup mirrors, old root indexes, and private/protected/vault-looking pages are omitted or pushed into the final archive section.Skupine so urejene najprej po pomenu in praktični pomembnosti; velikost datoteke, količina vsebine in vhodne povezave so le pomožni signal. Backup kopije, stari root indeksi in zasebno/protected/vault strani so izpuščene ali potisnjene v zadnji arhivski razdelek.

🧭Practical Tools, Games & DemonstratorsPraktična orodja, igre in demonstratorjiWorking tools, games, route planners, and solver demos first.Delujoča orodja, igre, načrtovalniki poti in solver demosi najprej.31 pages31 strani
Trip Optimizer and route planning1
ChessBest and chess helpers7
Flip 4 Magnetic / F4M9
Sudoku3
Crosswords4
TSP / route planning / RouteSignal7
🔵MDL×DCC Core Papers & ResearchMDL×DCC jedrni članki in raziskaveThe core MDL×DCC method, generator space, arenas, AI8 reasoning, and route/network signal work.Jedrna MDL×DCC metoda, prostor generatorjev, arene, AI8 sklepanje ter route/network signalno delo.25 pages25 strani
Core kernel, generators, and MDL candidate space8
Arenas and frontier probes6
AI8 architecture, reasoning, people, and training8
Network / Internet signal research2
Other core papers1
🛠️Physical Devices & Engineering ConceptsFizične naprave in inženirski konceptiPhysical-world invention and engineering concepts: gravity/heat/orbital/hybrid devices.Izumi in inženirski koncepti za fizični svet: gravitacija, toplota, orbitalni in hibridni sistemi.8 pages8 strani
Physical-world invention concepts8
🟣AIM³ / BD × AI Lab / ProtocolsAIM³ / BD × AI Lab / protokoliBD portfolio, AIM³, reasoning protocols, reviews, and public methodology pages.BD portfolio, AIM³, protokoli sklepanja, ocene in javne metodološke strani.31 pages31 strani
BD portfolio and AIM³ core3
AIM³ / resonance protocols4
Reasoning, pact, and principles8
Current reviews and evaluation protocol2
Promo / public stats / challenge pages4
Travel / practical personal pages2
Other BD × AI Lab pages8
🧪8Z, Compression, Codecs & Data Systems8Z, stiskanje, kodeki in podatkovni sistemi8Z compression, audio/codecs, DNA/FASTA, image/data systems, and 8Z OS.8Z stiskanje, avdio/kodeki, DNA/FASTA, slikovni/podatkovni sistemi in 8Z OS.40 pages40 strani
8Z core / compression3
8Z Publish / Shield / Auth9
8Z-AC audio and codec work16
DNA / FASTA / LO5
8Z OS7
💹Trading & Market SystemsTrgovanje in tržni sistemiMarket systems and trading arenas, kept collapsed and secondary.Tržni sistemi in trgovalne arene, namenoma zloženi in sekundarni.22 pages22 strani
8ZT hub1
Hedge / PiX decision-slot arena1
DCC / SM / ZZ traders8
Trading book, reviews, and governance7
Other trading references5
🟡AC / CCH / Consciousness & ResonanceAC / CCH / zavest in resonancaAbsolute Consciousness / CCH paper series and resonance bridge pages.Serija člankov Absolute Consciousness / CCH in resonančne mostovne strani.31 pages31 strani
ACP / CCH paper series14
BD CCH bridge pages3
AC / resonance bridge pages10
Other consciousness pages4
🌍Civilization, Ethics, Humanity & HistoryCivilizacija, etika, človeštvo in zgodovinaHistory atlas, civilization, ethics, religion, justice, meat ethics, and Slovenia pages.Atlas zgodovine, civilizacija, etika, religija, pravičnost, etika mesa in slovenske strani.26 pages26 strani
Humanity History atlas17
Civilization and ethics papers5
Slovenia pages3
Other civilization/history pages1
🎨Art, Creative, Music & Personal MediaUmetnost, ustvarjanje, glasba in osebni medijiArt gallery, creative media, travel utilities, and personal/public media experiments.Galerija umetnosti, ustvarjalni mediji, potovalna orodja in osebni/javni medijski eksperimenti.4 pages4 strani
⚙️Archive / Legacy / VariantsArhiv / legacy / varianteDe-emphasized old variants, mirrors, experiments, and legacy pages.Manj izpostavljene stare variante, zrcalne kopije, eksperimenti in legacy strani.44 pages44 strani
Legacy pages, variants, and old mirrors44

Optional mapsDodatni zemljevidi

Collapsed by default and aligned with the same taxonomy, so the visual and structured maps do not become a second competing index.Privzeto zaprto in usklajeno z isto taksonomijo, da vizualni in strukturirani zemljevidi ne postanejo drugi konkurenčni indeks.

True visual mindmap · desktopVizualni miselni zemljevid · namizje
🧭 Practical Tools, Games & Demonstrators
Trip Optimizer and route planningChessBest and chess helpersFlip 4 Magnetic / F4MSudokuCrosswordsTSP / route planning / RouteSignal
🔵 MDL×DCC Core Papers & Research
Core kernel, generators, and MDL candidate spaceArenas and frontier probesAI8 architecture, reasoning, people, and trainingNetwork / Internet signal researchOther core papers
🛠️ Physical Devices & Engineering Concepts
Physical-world invention concepts
🟣 AIM³ / BD × AI Lab / Protocols
BD portfolio and AIM³ coreAIM³ / resonance protocolsReasoning, pact, and principlesCurrent reviews and evaluation protocolPromo / public stats / challenge pagesTravel / practical personal pagesOther BD × AI Lab pages
🧪 8Z, Compression, Codecs & Data Systems
8Z core / compression8Z Publish / Shield / Auth8Z-AC audio and codec workDNA / FASTA / LO8Z OS
💹 Trading & Market Systems
8ZT hubHedge / PiX decision-slot arenaDCC / SM / ZZ tradersTrading book, reviews, and governanceOther trading references
🟡 AC / CCH / Consciousness & Resonance
ACP / CCH paper seriesBD CCH bridge pagesAC / resonance bridge pagesOther consciousness pages
🌍 Civilization, Ethics, Humanity & History
Humanity History atlasCivilization and ethics papersSlovenia pagesOther civilization/history pages
🎨 Art, Creative, Music & Personal Media
BD Art GalleryMusic and media experimentsSomeone band music
Structured expandable mapStrukturiran razširljiv zemljevid
🧭 Practical Tools, Games & Demonstrators 31
  • Trip Optimizer and route planning — 1 links
  • ChessBest and chess helpers — 7 links
  • Flip 4 Magnetic / F4M — 9 links
  • Sudoku — 3 links
  • Crosswords — 4 links
  • TSP / route planning / RouteSignal — 7 links
🔵 MDL×DCC Core Papers & Research 25
  • Core kernel, generators, and MDL candidate space — 8 links
  • Arenas and frontier probes — 6 links
  • AI8 architecture, reasoning, people, and training — 8 links
  • Network / Internet signal research — 2 links
  • Other core papers — 1 links
🛠️ Physical Devices & Engineering Concepts 8
  • Physical-world invention concepts — 8 links
🟣 AIM³ / BD × AI Lab / Protocols 31
  • BD portfolio and AIM³ core — 3 links
  • AIM³ / resonance protocols — 4 links
  • Reasoning, pact, and principles — 8 links
  • Current reviews and evaluation protocol — 2 links
  • Promo / public stats / challenge pages — 4 links
  • Travel / practical personal pages — 2 links
  • Other BD × AI Lab pages — 8 links
🧪 8Z, Compression, Codecs & Data Systems 40
  • 8Z core / compression — 3 links
  • 8Z Publish / Shield / Auth — 9 links
  • 8Z-AC audio and codec work — 16 links
  • DNA / FASTA / LO — 5 links
  • 8Z OS — 7 links
💹 Trading & Market Systems 22
  • 8ZT hub — 1 links
  • Hedge / PiX decision-slot arena — 1 links
  • DCC / SM / ZZ traders — 8 links
  • Trading book, reviews, and governance — 7 links
  • Other trading references — 5 links
🟡 AC / CCH / Consciousness & Resonance 31
  • ACP / CCH paper series — 14 links
  • BD CCH bridge pages — 3 links
  • AC / resonance bridge pages — 10 links
  • Other consciousness pages — 4 links
🌍 Civilization, Ethics, Humanity & History 26
  • Humanity History atlas — 17 links
  • Civilization and ethics papers — 5 links
  • Slovenia pages — 3 links
  • Other civilization/history pages — 1 links
🎨 Art, Creative, Music & Personal Media 4
  • BD Art Gallery — 1 links
  • Music and media experiments — 3 links
⚙️ Archive / Legacy / Variants 44
  • Legacy pages, variants, and old mirrors — 44 links