BD × AI Lab
BD × AI Lab · companion hub × AI Lab · delovna miza

News, Plan, Todo.Novosti, načrt, naloge.What deserves attention next?Kaj si zasluži pozornost zdaj?

The workbench beside the portfolio: current reading, next evidence checks, saved tasks and private notes. The four-entrance home is the front door; Delovna miza ob portfelju: aktualno branje, naslednje preverbe, shranjene naloge in osebne opombe. Glavna stran ponuja štiri vhode; the Atlasatlas keeps the complete work map. 8Z Control below is the verified operational state; the retained plan and todo remain a personal workbench. pa ohranja celoten zemljevid dela. Spodnji 8Z Control je preverjeno operativno stanje; ohranjeni načrt in naloge ostajajo osebna delovna miza.

Built in spare time: late nights, many full-day weekends at home, and ordinary windows around job, family, sport, and life.Nastalo v prostem času: pozno ponoči, ob številnih celodnevnih vikendih doma ter vmes med službo, družino, športom in življenjem.

8Z CONTROLLoading verified state…

8Z CONTROL

Projects · Arenas · Runs · State · Next

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☀ Morning Delta

Material changes onlySamo materialne spremembe

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🔴 Needs BD

Only concrete actionsSamo konkretne akcije

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Arena catalogue
🟢 Running Arenas

What is actually runningKaj dejansko teče

Live state requires direct project-chat evidence.Live state zahteva neposreden dokaz iz projektnega pogovora.

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🟡 Standby / Resumable

Standby Arsenal

Kept alive; not silently discarded.

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🔵 Build / Test / Next

What becomes real next

Versions, handoffs, tests, and bounded next experiments.

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⚠ Blocked / Uncertain / Closed

Requires evidence, repair, or clarification

Blocked is not the same as abandoned; closed campaigns remain visible.

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Projects

Project roll-up

Tap a project to focus its arenas.

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Compute

Known allocation

Only confirmed machine facts and active assignments are shown.

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Source boundary: project chats only · newer direct evidence wins · the control layer intentionally excludes protected technical detail.

12 / 09 / 2026Current Sudoku statusTrenutno stanje Sudoku
Sudoku R6 · STANDBY

HF4 bounded acceptance is complete: master 5/5 PASS, selftest 444/444 with 3 allowed SKIP, smoke 4/4 PASS and P1/P2/P3 PASS. The long scientific campaign was not started; scientific_final=false.Omejena HF4 sprejemna faza je zaključena: master 5/5 PASS, selftest 444/444 s 3 dovoljenimi SKIP, smoke 4/4 PASS in P1/P2/P3 PASS. Dolga znanstvena kampanja ni bila zagnana; scientific_final=false.

Exact source: HF3_ALL_LIVE_1789236581472973300.zip. Open the verified evidence receipt.Točni vir: HF3_ALL_LIVE_1789236581472973300.zip. Odpri preverjeno dokazno potrdilo.

11 / 09 / 2026Current project statusTrenutno stanje projektov
TSP ×6 · RUNNING

Six parallel lines: DEV2.3 · DEV2.4 · TSPES · BD-RPHS · 8zTSP-R v0.1.1 · 8zTSP-R MVC. Different search regimes and representations; shared evidence.Šest vzporednih linij: DEV2.3 · DEV2.4 · TSPES · BD-RPHS · 8zTSP-R v0.1.1 · 8zTSP-R MVC. Različni režimi iskanja in predstavitve; skupni dokazi.

Trading ×3

Two existing test arenas + BDTA just startedDve obstoječi testni areni + BDTA pravkar zagnana

Sudoku R6

New large arena in buildNova velika arena v izdelavi

ChatGPT ↔ MAL

Connecting MAL to one ChatGPT workflowPovezovanje MAL-a v en ChatGPT workflow

RHP

New RHP to reviewNov RHP za pregled

8zCoding

Active development lineAktivna razvojna veja

Dated work-status snapshot. Project pages keep their own evidence and release history.Datiran posnetek delovnega stanja. Projektne strani ohranjajo lastne dokaze in zgodovino izdaj.

Priority workbench · 11 September 2026Prednostna delovna miza · 11. september 2026

Priority context.Kontekst prioritet.

8Z Control above is the verified operational state. This retained priority workbench keeps BD’s broader task context; older plans remain below as a collapsed historical record.Zgornji 8Z Control je preverjeno operativno stanje. Ta ohranjena prednostna delovna miza hrani širši BD-jev kontekst nalog; starejši načrti ostajajo spodaj kot zaprt zgodovinski zapis.

Running · 5 arenasTeče · 5 aren

TSP

runningtečejo

Five deliberately different TSP research arenas are running in parallel—not five copies of one solver. They test different representations, search regimes and governance hypotheses against shared evidence.Pet namenoma različnih TSP raziskovalnih aren teče vzporedno—ne pet kopij istega solverja. Preizkušajo različne predstavitve, režime iskanja in hipoteze upravljanja na skupnih dokazih.

Testing · 3 arenasTestiranje · 3 arene

Trading

2 testing · BDTA started2 v testiranju · BDTA zagnana

Two earlier trading arenas remain in testing. BD Trading Atlas (BDTA) has just started as the third research arena.Dve prejšnji trgovalni areni ostajata v testiranju. BD Trading Atlas (BDTA) je pravkar začela kot tretja raziskovalna arena.

Bounded phase PASS · 12 September 2026Omejena faza PASS · 12. september 2026

Sudoku R6

standbyna čakanju

HF4 completed its bounded engineering acceptance and P1/P2/P3 pilots. The arena is no longer running; the separate long scientific campaign remains NOT_STARTED and no superiority claim is made.HF4 je zaključila omejeno inženirsko sprejemno fazo in pilote P1/P2/P3. Arena ne teče več; ločena dolga znanstvena kampanja ostaja NOT_STARTED in trditve o superiornosti ni.

ReviewPregled

MAL 2.0

checkpreveri

MAL 2.0 is ready for a focused verification pass.MAL 2.0 je pripravljena za ciljno preverjanje.

Connecting · research infrastructurePovezovanje · raziskovalna infrastruktura

ChatGPT ↔ MAL ↔ 10 LLM APIs

in progressv teku

Connect ChatGPT to the existing MAL as one orchestration layer. MAL already works locally and online and reaches ten paid LLM APIs; the ChatGPT connector itself is the unfinished step.Poveži ChatGPT z obstoječim MAL-om kot eno orkestracijsko plastjo. MAL že deluje lokalno in online ter dosega deset plačljivih LLM API-jev; nedokončan korak je sama povezava s ChatGPT.

ReviewPregled

New RHPNov RHP

checkpreveri

The new RHP needs review before it becomes the default working profile.Nov RHP potrebuje pregled, preden postane privzeti delovni profil.

Active lineAktivna veja

8zCoding

currentaktualno

Keep 8zCoding active as the executable build → run → verify development line.Ohrani 8zCoding kot aktivno razvojno vejo gradnja → izvajanje → preverjanje.

Standby · preserved, not abandonedNa čakanju · ohranjeno, ne opuščeno

Parked until a better opening appearsPočaka na boljšo priložnost

standbyna čakanju

AVPS · AC‑WFP · ARC‑AGI · Nara stories · The Birds stories and other retained branches are on standby. Keep their seeds, evidence and reopening conditions, but do not let them compete with the active workbench for attention right now. in druge ohranjene veje so na čakanju. Ohrani njihove ideje, dokaze in pogoje ponovnega odpiranja, vendar naj trenutno ne tekmujejo za pozornost z aktivnimi nalogami.

The active overview and controls follow your language. Older news, plans and saved checklists are retained in their original English; personal notes are never translated or changed.Aktualni pregled in upravljalni gumbi sledijo tvojemu jeziku. Starejše novice, načrti in shranjeni seznami ostajajo v izvirni angleščini; osebnih opomb ne prevajamo ali spreminjamo.

Earlier work plan · English archive · June 2026Prejšnji delovni načrt · angleški arhiv · junij 2026

This is the original plan, retained as history—not the current priority order or a verified current competition schedule. Saved task states are preserved.

Top priority · June 2026

Build the lab. Prove it on trading. Then attack ARC‑AGI‑3.

The order is deliberate: stabilize MAL v0.98 into v1.0, use the mature workflow for the Trading Arena v1.4 benchmark, and run ARC‑AGI‑3 as the first external Human × AI research challenge.

1 MAL2 Trading v1.43 ARC‑AGI‑3
Priority 1

MentalArena Lab v0.98 → v1.0

v0.98 ready

Use the new independent AI‑ONLY / HUMAN × AI layer, ASK_BD Question Broker, BD idea injection, TEXT/JSON transport, and contribution trace to harden the first stable MAL release.

Priority 2

Trading Arena v1.4

after MAL v1.0

Use MAL as the prompt-building and audit layer, then test the upgraded real‑1m arena and BD Dual‑Side Size‑Parity Corridor Rescue without pruning high-risk strategies merely because a fixed wallet fails.

Priority 3 · external challenge

ARC‑AGI‑3 with MAL

deadline track

Use HUMAN × AI brainstorming to build an agent that explores unfamiliar interactive environments, acquires goals, remembers discoveries, and adapts. Milestone #1 is a short sprint; Milestone #2 remains the fallback target.

ARC‑AGI‑3 command center

Everything needed before the next deadline

Official dates, registration, API setup, starter code, benchmarking tools, community links, and the offline-evaluation constraint in one place.

Historical schedule · June 2026Open the official competition page for current dates.
Competition started
ARC‑AGI‑3 Milestone #2
Submissions due
Papers due
Results announced

Immediate setup checklist

Windows quickstart

Platform login gives progress tracking and access to public games. Keep all secrets local.

pip install arc-agi set ARC_API_KEY=your-api-key-here python my-play.py

PowerShell alternative: $env:ARC_API_KEY="your-api-key-here". Follow the current official quickstart if commands change.

Submission reality: official competition eligibility requires reproducible open-source work submitted through Kaggle, and internet access is unavailable during Kaggle evaluation. An API-dependent research agent therefore needs an offline-compatible submission path rather than a last-minute wrapper.
Official links and dates verified 2026-06-18. The countdown uses calendar dates in UTC; always confirm the exact Kaggle cutoff time before submission.

News & announcements

Short public-facing updates and current work signals.

2026-09-08

Four entrances, one site.

The technical search page, full portfolio Atlas, personal workbench and animated introduction now have distinct routes. The portrait moves to BD; BDR stays beside it.

Choose an entrance → · MDL×DCC → · Atlas →

2026-09-07 / 08

Current technical reading: R6, 8zCoding, Shield and RHP.

Use the dated evidence receipts for measurements. R6 and future reasoning reuse remain research directions, not newly claimed benchmark wins.

Sudoku R6 · 8zCoding · RHP / wRHP · 8Z Shield

2026-09-13
Trip Optimizer LAB · 16 stops, mobile layout & EU15 demoTrip Optimizer LAB · 16 postankov, mobilni prikaz in demo EU15
Deep matched the road-table optimum in 4 ms; exhaustive confirmation took 57 min in BD’s recorded iPhone case.Deep se je v BD-jevem posnetem primeru na iPhonu v 4 ms ujel z optimumom cestne matrike; popolno preverjanje je trajalo 57 min.
LAB · Demo ↗
2026-09-11
Six TSP research lines are now running in parallel.
DEV2.3, DEV2.4 HF3, TSPES v0.1.4.2, BD-RPHS v0.1.2, 8zTSP-R v0.1.1 and 8zTSP-R v0.2.0 MVC deliberately test different search regimes and representations. Both 8zTSP-R lines are retained; MVC is still EARLY, so no performance advantage is claimed.
6 lines · RUNNING
2026-09-10
AI8 Arena Foundry is now a public research-infrastructure branch.
Arena Foundry is a governed proposal for turning a research seed into constitution, build, test, evidence, critique and the next bounded branch. It is recorded in 8Z Control as NEXT—not a running arena and not an AGI claim. The companion Preparation / Genesis Plane remains experimental and validator-hardened, pending evidence.
Arena FoundryPreparation / Genesis
2026-08-24
An Armed Armistice for Ukraine — option-preserving policy proposal published.
The new proposal explores a monitored two-stage cessation that concedes no sovereign title, keeps Ukraine armed and alliance-free to choose, protects people under occupation, and preserves diplomatic and future territorial-restoration options. Version 0.2 includes the RHP legal, strategic, humanitarian, political, and implementation audit trail.
Ukraine proposal
2026-07-19
8zip ReZIP and 8zipLab now have a dedicated evidence-first research page.
8zip & 8zipLab separates the standard-ZIP mainline from the experimental FPLB branch, explains the verified v0.2.1 result, the 9.07% FPLB3 exact-dedup migration proof, the active v0.2.2 run, the ongoing ReZIP 24-archive arena, realistic upside, caveats, and the next gates.
8zip research
2026-06-18
MAL v0.98 Human × AI is ready; ARC‑AGI‑3 becomes the next external challenge.
The new local workflow adds AI‑ONLY/HUMAN × AI, ASK_BD questions, BD seed injection, resume-safe ledgers, and contribution tracing. The immediate sequence is MAL self-loop → Trading Arena v1.4 benchmark → focused ARC‑AGI‑3 agent experiment.
Top priority
2026-06-14
8Z Post-Codec Noise Scout — first master validation completed.
8Z Post-Codec Algorithmic Noise Scout now has a reviewed arena-results section. v0.1.1 recovered raw synthetic CA/PRNG structure with clean controls, but did not yet prove useful shrinkage on zlib/lzma final-byte compressed targets.
Noise Scout
2026-06-12
AIm³ MentalArena / mRHP — next reasoning layer page is staged.
AIm³ MentalArena defines mRHP: RHP improving RHP through protocol genes, concept capsules, benchmark tasks, scoring, lineage, reports, live extracts, and next-session seeds. It is an external workflow layer above LLMs, not model-weight learning and not a consciousness proof.
MentalArenaAI8 Reasoning
2026-06-12
How LLMs Actually Work — new RHPm / multi‑LLM explainer is live.
How LLMs Actually Work is now published as a user-facing, EN/SL article: transformer core, deployed assistant stack, failure modes, source discipline, and BD’s clearly separated AIM³ / RHPm / AI8 / 8Z workflow contribution. The companion scoreboard and comparison report keeps the multi‑LLM review trail separate from the main article.
LLM article
2026-06-11
NAS / Architecture Search Arena now has its own page.
NAS / Architecture Search Arena is now published as a dedicated MDL×DCC arena page, with Phase A structure discovery, Phase B controller/governance search, NB101 stress testing, and a downloadable code capsule.
NAS Arena
2026-06-09
Nara storytelling branch started.
Nara / Storytelling is now staged as a separate original-IP story branch under the future Art, Images, Music & Storytelling direction: power without domination, consent gates, visible cost, and the first episode, Ordinary Light. It is linked here in the BD companion hub while the root atlas stays unchanged until we decide to publish it wider.
Nara
2026-06-08
PiC page added to CRP.
PiC — π / Constants Compression is now linked as a normal CRP research page beside PiX: constants as deterministic MDL generator seeds for compression experiments.
PiC
2026-06-07
Seed Bank renewal plan is live.
Seed Bank reframes MDLxDCC.org as a public memory graph for humans + future AI/ASI; Code Capsules defines the source/evidence standard.
Purpose layer
2026-06-06
Three new BD × AI Lab seed pages are live.
Physics × CFH × MDL×DCC frames hard physics questions through the method lens; Aliens on Earth? separates public UAP evidence, speculation, and resonance-test seeds; Talking to Aliens turns the contact question into a story-shaped entrance and civilizational mirror.
PhysicsAliens on EarthTalking to Aliens
2026-06-06
Most important review discovery: code changed the scores.
Across review rounds, the biggest credibility shift happened when LLMs moved from reading HTML pages to inspecting Python code, working arenas, and real demo websites. That is now highlighted on the main atlas and review page.
Review
2026-06-05
PiX Universal Arena completed its first overnight run.
The first arena run completed 3,341 jobs with 10 workers and 0 failures. The next PiX v0.3 path moves toward real project folders and the trading-arena component.
PiX v0.3
2026-06-05
Current active focus clarified.
Main work now: website launch prep, trading arena with new PiX part, and TSP / 8Z-RP. Evidence packs and physical first-test plans stay as support lanes.
Active work
Next
First public reproducibility pack.
Best next evidence move: start with 8Z-RP / TSP, then DNA/FASTA. Move from “LLMs saw the code” to “outsiders can run it.”
Packs

These support lanes are retained from the earlier plan. They are not an assertion that every listed run or release is active today.

Broader work map

Continuing work lanes · retained backlog

The top-priority sequence above governs immediate work. These wider lanes remain available in parallel while long tests run.

Lane 1

Website / public launch prep

now

Make the atlas clean enough before wider promotion.

Lane 2

Trading arena + PiX component

strategic

Broad strategy space first, including high-risk variants, then distill only what survives. PiX now belongs here as a controlled candidate-generator part of the trading/research arena.

Lane 3

TSP / 8Z-RP

proof

Strongest technical proof lane and best arena-memory candidate.

Lane 4

Evidence Pack Factory

bridge

Turn code and results into reproducible public proof packs.

Lane 5

Physical first-test planning

light

Prepare cheap physical validation paths, especially HTH.

Saved locallyShranjeno lokalno

Todo checklistSeznam nalog

Checkboxes and notes are saved in this browser via localStorage. Use Copy / Download / Email to preserve the plan outside the browser.Oznake in opombe se shranijo v tem brskalniku. Načrt ohrani zunaj brskalnika s kopiranjem, prenosom ali e-pošto.

Plan toolsOrodja za načrt

Lane 1 · Website / launch prep

Lane 2 · Trading arena + PiX component

Lane 3 · TSP / 8Z-RP

Lane 4 · Evidence Pack Factory

Lane 5 · Physical first-test planning

Backlog / incubator

Private plan notes

Saved in this browser only. Included in Copy / Download / Email plan.

Private notes stay in this browser. Moving this page on the same web origin keeps the existing bd-plan-* storage keys. Export before changing browser, device or local-file location.

Local notes not loaded yet.

Public credibility path

Evidence pack order

The fastest credibility gain is not more pages. It is clean reproduction packs.

1 · TSP / 8Z-RP

Strongest proof lane. Package one clean run with known instance, seed, config, expected result, and summary.

2 · Trading Clean API path

Distill survivors, then prove execution path through API paper, shadow live, and tiny live gates.

3 · 8Z / DNA / RouteSignal

Pick the most reproducible data-system pack after the first two, with manifest and one-command test.

Plan source notes

This public plan is a compact synthesis of the current conversation, AI8 operational/idea files, the 8Z TSP master plan, and the code-aware review notes. It intentionally avoids old internal review clutter and keeps only next useful moves.

  • AI8O carries active execution state and next actions.
  • AI8I carries seeds, bridges, and cheapest tests; not daily todo.
  • AI8F carries compact continuity, not growing operational detail.
  • TSP master plan defines JSON knowledge, transparency, Rust acceleration, challenger framework, gated MSTD-MR, GPU sensor numerics, and adaptive solver path.
Saved