From a research seed to tested, evolving arenas: constitution, independent architectures, executable builds, falsification, causal evidence, mutation and another round.
AI8 · Eksperimentalna raziskovalna infrastruktura
Arena Foundry
Od raziskovalnega semena do preverjenih, razvijajočih se aren: ustava, neodvisne arhitekture, izvedljive gradnje, ovržbe, vzročni dokazi, mutacija in nov krog.
Claim boundary / Meja trditve This is a proposed engineering architecture. It is not evidence of autonomous AGI, an autonomous scientist, consciousness, or recursive self-improvement advantage.To je predlagana inženirska arhitektura. Ni dokaz avtonomne AGI, avtonomnega znanstvenika, zavesti ali prednosti rekurzivnega samoizboljševanja.
The idea
Ideja
BD gives a seed: “try materials discovery with MDL×DCC.” The system should preserve the mission, open multiple architectures, build, test, run, retrieve evidence, criticize itself and decide whether to promote, mutate, branch, park or reopen the representation.
BD poda seme: »poskusimo odkrivanje materialov z MDL×DCC«. Sistem naj ohrani namen, odpre več arhitektur, gradi, testira, poganja, pridobi dokaze, kritizira rezultat in odloči: promoviraj, mutiraj, razvejaj, parkiraj ali ponovno odpri reprezentacijo.
Research Constitution
MissionWhat are we actually trying to discover?Kaj v resnici skušamo odkriti?
Native principleWhich original mechanism must remain structural?Kateri izvirni mehanizem mora ostati strukturni?
Forbidden collapseWhat would count as silently becoming the mainstream solution?Kaj bi pomenilo, da smo neopazno postali običajna svetovna rešitev?
AblationKey mechanism ON vs OFF under matched conditions.Ključni mehanizem VKLOP/IZKLOP pod izenačenimi pogoji.
Defeat testWhat result forces architecture reopening?Kateri rezultat zahteva ponovno odprtje arhitekture?
Human overrideWhere must BD remain the decision authority?Kje mora BD ostati končna avtoriteta?
Two lanes: invention and calibration
Dve poti: izumljanje in kalibracija
8Z Native / Clean RoomBD seeds, AI-derived ideas, fundamentals and cross-domain transfers. Do not let established domain machinery define the search architecture.BD-jeva semena, AI izpeljave, osnove in prenosi med domenami. Obstoječa domenska orodja ne smejo določiti raziskovalne arhitekture.
World ControlStrong external methods remain baselines, comparators and falsifiers — calibration, not gravitational capture.Močne zunanje metode ostanejo baseline, primerjalniki in ovrževalci — kalibracija, ne gravitacijski zajem.
The loop
Zanka
BD SEED
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RESEARCH CONSTITUTION
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MAL / AIM³ / RHP — independent candidate space
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MISSION GUARD
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8zCoding — build + validators
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RUN
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RunPulse + 8Z Agent — runtime evidence
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ArenaLoop — proof gates
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Ablation + critic + causal attribution
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MDL × DCC — allocate / branch / reopen / stop
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8Z Control — durable state + next
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The failure that matters
Napaka, ki je pomembna
An arena may compile, pass tests and run for hours while still failing its research mission. Arena Foundry therefore treats mission failure as distinct from implementation failure. If the supposedly central mechanism contributes 0% under a matched ablation, the correct response may be “reopen the architecture,” not “run longer.”
Arena se lahko prevede, prestane teste in teče ure, pa vseeno zgreši raziskovalni namen. Arena Foundry zato loči neuspeh misije od neuspeha implementacije. Če domnevno osrednji mehanizem pri izenačeni ablacijski primerjavi prispeva 0 %, je pravilen odgovor lahko »ponovno odpri arhitekturo«, ne »poganjaj dlje«.
Where the human stays
Kje ostane človek
The goal is not to remove BD. It is to remove mechanical orchestration. Human attention should move upward toward seeds, surprising cross-domain bridges, mission choices, high-risk permissions and judgments that are difficult to reduce to a metric.
Cilj ni odstraniti BD-ja. Cilj je odstraniti mehansko orkestracijo. Človeška pozornost naj se premakne navzgor: k semenom, presenetljivim prenosom med domenami, izbiri misije, tveganim dovoljenjem in presojam, ki jih težko skrčimo na metriko.
First proving grounds
Prva preizkuševališča
G0 · ReplayReconstruct one known arena evolution from preserved evidence.Rekonstruiraj znan razvoj arene iz ohranjenih dokazov.
G1 · 8zMaterialsCan Mission Guard detect that MDL×DCC=0 requires reopening the architecture?Ali Mission Guard zazna, da MDL×DCC=0 zahteva ponovno odprtje arhitekture?
G2 · 8zTSP‑RClean-room multi-view / multi-scale / compression-native representation research.Clean-room raziskava več pogledov, meril in kompresijsko-nativnih reprezentacij.
G3 · New bounded domainTransfer mechanisms into a cheap falsifiable search problem.Prenesi mehanizme v poceni ovrgljiv iskalni problem.
Related architecture
Sorodna arhitektura
ArenaLoopGoverned evidence, proof gates and representation reopening.Upravljani dokazi, dokazni pragovi in ponovno odpiranje reprezentacije.