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.

This work is offered freely for knowledge and public benefit — not for private capture.To delo je brezplačno ponujeno znanju in javni koristi — ne za zasebno prisvajanje. My positionMoje stališče

I am not building MDL×DCC, AI8, AIM³, and the surrounding research ecosystem to maximize private profit. My aim is to contribute useful ideas, systems, and evidence while preserving their intellectual independence, provenance, and original purpose.MDL×DCC, AI8, AIM³ in širšega raziskovalnega ekosistema ne gradim zato, da bi čim bolj povečal zasebni dobiček. Moj cilj je prispevati koristne ideje, sisteme in dokaze ter hkrati ohraniti njihovo intelektualno neodvisnost, izvor in prvotni namen.

Universities, faculties, researchers, and mission-aligned public-benefit or non-commercial organizations are welcome to study, test, criticize, reproduce, and develop the work. Contradictory results are welcome too: truth matters more than agreement.Univerze, fakultete, raziskovalci ter poslanstvu zavezane javno-koristne ali nekomercialne organizacije so vabljeni, da delo preučujejo, testirajo, kritizirajo, reproducirajo in razvijajo. Dobrodošli so tudi rezultati, ki mojim trditvam nasprotujejo: resnica je pomembnejša od strinjanja.

Money, prizes, sponsorship, or institutional support do not buy ownership, exclusivity, governance, or the right to privatize, rebrand, monopolize, or redirect the work. Commercial use requires explicit permission under the licence that applies to the relevant project.Denar, nagrade, sponzorstvo ali institucionalna podpora ne kupijo lastništva, ekskluzivnosti, upravljavske moči niti pravice do privatizacije, preimenovanja, monopolizacije ali preusmeritve dela. Komercialna uporaba zahteva izrecno dovoljenje v skladu z licenco posameznega projekta.

The work may be shared freely. It will not be surrendered for capture.Delo je lahko ponujeno brezplačno. Ne bo pa predano v prisvojitev.

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.

Top 100 atlas pagesTop 100 atlas strani

Three compact map pages now sit at the front of the lab: one for world challenges, one for theories of Universe origin and existence, and one for inventions plus future physical seeds.Na začetku laba so zdaj tri zgoščene zemljevidne strani: ena za svetovne izzive, ena za teorije izvora Vesolja in obstoja, in ena za izume ter prihodnja fizična izumiteljska semena.

Both use the same AI8 discipline: rank, don’t eliminate; keep reserve lanes alive; separate public clarity from internal research depth.Obe uporabljata isto AI8 disciplino: rangiraj, ne izloči; ohrani rezervne poti; loči javno jasnost od notranje raziskovalne globine.

Open Top100 Atlas →Odpri Top100 Atlas → Top100P — world challenges →Top100P — svetovni izzivi → Top100T — universe theories →Top100T — teorije Vesolja → Top100I — inventions →Top100I — izumi →
Top100Stable landing page for all Top100 atlas pages.
Top100PWorld challenges, MDL×DCC action lanes, build-now priorities.
Top100TUniverse-origin and existence theories, ACR, Big Bang correction, reserve bank.
Top100IExisting inventions plus BD × AI physical invention seeds.

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.

Atlas homeTop100
Top 100 Atlas

Stable entry point for Top100P, Top100T and Top100I: problems, theories, existing inventions, and future physical seeds.

Civilization mapAI8-fit
Top 100 World Challenges

A ranked civilizational problem map with an AI8 / MDL×DCC actionability overlay: what matters globally, what can be built now, what needs partners, and what should stay alive as watch-lane risk.

Universe mapACR
Top 100 Universe Theories

A ranked existence-origin atlas: ACR, holography, quantum cosmology, CCC, cyclic/bounce families, simulation, nondualism, and the reserve bank of strange but useful lenses.

InventionsSeeds
Top 100 Inventions

Existing inventions that changed civilization, plus a separate BD × AI physical-seed appendix with links to DGTE, HTH, APSV, SORA and related engineering proposal pages.

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.

Live researchVerified restore
8zip ReZIP & 8zipLab

Two evidence-first compression branches: standard-ZIP cold-storage optimization and experimental FPLB research with dictionaries, exact deduplication, group-safe gates, and byte-perfect restoration.

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.

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.

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.

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.

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.

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.

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.

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.

Active vehicle / arena
APSV

Active Pressure-Skin Vehicle: air/water/underwater vehicle research seed and Python arena. It treats hull surfaces as active flow-control organs and keeps claims bench- and arena-gated.

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.

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.

Story entranceZgodbeni vhodTwenty alien questions as a narrative portal into the wider BD × AI Lab atlas.BD Portfolio / achievementsBD portfolio / dosežkiWhat BD built: practical demos, AIM³, reviews, work portfolio, and public achievements.Core Research PapersJedrni raziskovalni člankiOnly the research paper layer: MDL×DCC, PiX, PiC, arenas, physical concepts, ethics, and method.Top 100 AtlasTop 100 AtlasStable entry point for Problems, Theories and Inventions Top100 pages.Top 100 World ChallengesTop 100 svetovnih izzivovCivilizational problem map with AI8 / MDL×DCC buildability, first-action lanes, and watch-lane risks.Top 100 Universe TheoriesTop 100 teorij VesoljaUniverse-origin and existence map with ACR, physics-side candidates, skeptical edge cases, and rank-don’t-eliminate reserve lanes.Top 100 InventionsTop 100 izumovExisting world-changing inventions plus BD × AI future physical seeds and proposal links.ACP / CCHACP / CCHAbsolute Consciousness / CCH paper series, resonance bridge pages, and the root hypothesis layer behind the wider work.8Z Compression8Z stiskanjeCompression, codecs, data systems, 8Z papers, project-manager pages, and evidence links for formula-based compression work.TradingTrgovanjeTrading systems, hedge/PiX arena, DCC/SM/ZZ traders, book, reviews, and offline research governance notes.HistoryZgodovinaHumanity History Atlas, timeline, glossary, changelog, and future-branch material for civilizational context.ArtUmetnostBD Art Gallery with AI-assisted images, visual experiments, and creative artifacts from the broader workshop.

Classic collapsible indexKlasični zložljivi indeks

264 organized visible links, grouped so humans, search engines, and future LLM crawlers can see what each page is for.264 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.9 pages9 strani
Physical-world invention concepts9
🟣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.41 pages41 strani
8Z core / compression4
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.29 pages29 strani
Humanity History atlas17
Civilization and ethics papers8
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
Top 100 atlasTop 100 world challengesTop 100 universe theoriesTop 100 inventionsHumanity 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 9
  • Physical-world invention concepts — 9 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 41
  • 8Z core / compression — 4 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 29
  • Humanity History atlas — 17 links
  • Civilization and ethics papers — 8 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