MDL×DCC.orgBD × AI LAB

Independent minds. Shared curiosity.Samostojne misli. Skupna radovednost.

Lessdescribesmore.Manjopiševeč.

Tools, research and imagination.
Made of questions. Built by BD × AI.
Orodja, raziskave in domišljija.
Iz vprašanj v stvaritve. BD × AI.

Unpack the ideaRazgrni idejo

Three small studies carry the same instinct: observe complexity, change one rule, and watch a richer structure emerge. Open any study to see the mechanism underneath.Tri majhne študije nosijo isti instinkt: opazuj kompleksnost, spremeni eno pravilo in glej, kako vznikne bogatejša struktura. Odpri katerokoli študijo in poglej mehanizem v ozadju.

8z explores alternative representations. MDL weighs the description and what it leaves unexplained. DCC uses feedback to decide where effort goes next. Results still need their own checks.8z raziskuje alternativne predstavitve. MDL ovrednoti opis in nepojasnjeni ostanek. DCC s povratnimi informacijami izbira naslednje delo. Rezultati še vedno potrebujejo svoje preverbe.

Beyond the method: working tools, engineering ideas, consciousness hypotheses and story worlds. Different questions, room to explore.Onkraj metode: delujoča orodja, inženirske zamisli, hipoteze o zavesti in svetovi zgodb. Različna vprašanja, prostor za raziskovanje.

SIDES k 3 · ROTATIONS n 1 · A/r² 1.299038 · π 3.141593
FIRST DIGITAL CLAUSTRUMPRVI DIGITALNI KLAVSTRUM1 / 3

3 Lorenz systems × one adaptive coupling.3 Lorenzovi sistemi × ena prilagodljiva sklopitev.

Digital Claustrum · original 8Z OS mechanism · BD × AI.Digitalni klavstrum · izvirni mehanizem 8Z OS · BD × AI.

LZC –/15C 0.0
BD × AI LAB / AI8

Growth through timeRast skozi čas

An illustrative path and potential — not a measured growth forecast.Ilustrativna razvojna pot in potencial — ne izmerjena napoved rasti.Full image ↗Cela slika ↗ · Explore AI8 →Razišči AI8 → · Original · SLIzvirnik · SL
Read as textPreberi kot besedilo
  1. DanesBD + GPT + Claude vodimo projekte. TSP, Sudoku, ChessBest, Trip in splet. BD povezuje delo med sejami.
  2. Prvi WL runtimePython na HOME in WORK. Inbox ukazi, rezultati na Drive. LE_START / LE_CHECK 8zCockpit kot izvajalec.
  3. Povezan laboratorijGPT / Claude kot arhitekta. Codex in Claude Code kot delavca. Spomin, pogovori in dokazila. Več hostov, manj ročnega prenosa.
  4. Projektni multiplikatorNove arene in orodja. TSP → Trip prenosi. ChessBest: Top Picks in DCC. Gradnja → testi → izboljšava.
  5. Živ AI8 LabUsklajuje delo med gradniki. Predlaga, gradi, testira, izboljšuje. Razvija projekte in sebe. BD ostaja partner in usmerjevalec.

Dve zanki. Skupno učenje. Naloga → Izvedba → Dokazi → Analiza → Izboljšava → Nov tek. Boljši projekti ↔ Boljši način dela laboratorija.

  1. TodayBD + GPT + Claude lead projects. TSP, Sudoku, ChessBest, Trip and the web. BD connects the work across sessions.
  2. First WL runtimePython on HOME and WORK. Inbox commands, results on Drive. LE_START / LE_CHECK 8zCockpit as the executor.
  3. Connected laboratoryGPT / Claude as architects. Codex and Claude Code as workers. Memory, dialogue and evidence. More hosts, less manual handover.
  4. Project multiplierNew arenas and tools. TSP → Trip ports. ChessBest: Top Picks and DCC. Build → test → improve.
  5. Living AI8 LabCoordinates work across components. Proposes, builds, tests, improves. Develops projects and itself. BD remains a partner and guide.

Two loops. Shared learning. Task → Execute → Evidence → Analyse → Improve → Next run. Better projects ↔ A better way for the Lab to work.

BD × AI LAB

Human in the MiddleČlovek na sredini

Exploring space, time and information — through human questions.Raziskovanje prostora, časa in informacij — skozi človeška vprašanja.

To elementary particles, we can be as unimaginably large as the Sun, a galaxy or even the universe is to us. Reverse the view: magnify the microscopic world within us by these ratios, and its tiny distances stretch to interplanetary scales.Za elementarne delce smo lahko tako nepredstavljivo veliki, kot so za nas Sonce, galaksija ali celo vesolje. Obrnimo pogled: če mikrosvet v nas povečamo v teh razmerjih, se njegove drobne razdalje raztegnejo do medplanetarnih meril.

Four ways in.Štirje vhodi.FOUR DOORS. STILL HERE.ŠTIRJE VHODI. ŠE VEDNO TU.

UNPACK THE STUDYRAZGRNI ŠTUDIJO

Digital Claustrum

1 / 3

Starts at 2×. Raise it if you want a faster trace.Začne pri 2×. Po želji ga pospeši.

8Z OS · E4 · 2025

Complexity changes the coupling.Kompleksnost spreminja sklopitev.

ORIGINAL BUTTERFLY FORMULA(ẋ, ẏ, ż) = (10(y−x), x(28−z)−y, xy−(8/3)z)
CURRENT FORMULA · BUTTERFLYẋᵢ = 10(yᵢ−xᵢ)+c(x̄−xᵢ), ẏᵢ = xᵢ(28−zᵢ)−yᵢ, żᵢ = xᵢyᵢ−(8/3)zᵢ → view(u,v)=(xᵢ,zᵢ)
How complexity changes the couplingKako kompleksnost spreminja sklopitev

Coupled Lorenz systems run together. The sign of the first trajectory becomes a 64-bit history. Its Lempel–Ziv complexity is compared with a target, and one coupling value pulls the systems closer together or lets them open again. Trails lets you explore 1–9 coupled systems. Projection changes only how the same dynamics are drawn, revealing different forms without changing the DCC mechanism.Sklopljeni Lorenzovi sistemi tečejo skupaj. Predznak prve trajektorije postane 64-bitna zgodovina. Njena Lempel–Ziv kompleksnost se primerja s ciljem, ena vrednost sklopitve pa sisteme vleče skupaj ali jim ponovno dovoli, da se razprejo. Sledi omogočajo raziskovanje 1–9 sklopljenih sistemov. Projekcija spreminja le način izrisa istih dinamik in razkrije različne oblike brez spreminjanja DCC mehanizma.

history(x₀) → LZC → error → coupling → dynamics ↻
LZC– / 15
COUPLING0.0

Browser adaptation of kernel-claustrum.cpp: σ=10, ρ=28, β=8/3, dt=.01, selectable render projection, 64-bit history, ±0.5 coupling steps, clamp 0…5. Projection and Cosmic field are visual only; the Lorenz/DCC state is unchanged.Brskalniška prilagoditev kernel-claustrum.cpp: σ=10, ρ=28, β=8/3, dt=.01, izbirna projekcija izrisa, 64-bitna zgodovina, koraki sklopitve ±0,5, omejitev 0…5. Projekcija in Vesoljsko polje sta le vizualna; stanje Lorenz/DCC ostane nespremenjeno.

A world to explore.Svet za raziskovanje.