What exactly is claimed to be first?Kaj natančno naj bi bilo prvo?
This page records the comparison target, search boundary, named public neighbours and correction path behind one bounded statement. It is not a patentability opinion and cannot exclude private or unpublished work.Ta stran beleži primerjalni cilj, mejo iskanja, imenovane javne sorodnike in pot popravka za eno omejeno trditev. Ni mnenje o patentabilnosti in ne more izključiti zasebnega ali neobjavljenega dela.
Bounded public-first statementOmejena trditev o javnem prvenstvu
Based on the public systems examined through 3 September 2026, we found no earlier publicly documented practical architecture matching the complete six-part conjunction below. We therefore present 8Z–MDL×DCC as the first publicly documented practical system of this specific kind, open to correction by dated public prior art.Na podlagi javnih sistemov, pregledanih do 3. septembra 2026, nismo našli starejše javno dokumentirane praktične arhitekture, ki bi ustrezala celotni spodnji šestdelni konjunkciji. Zato 8Z–MDL×DCC predstavljamo kot prvi javno dokumentirani praktični sistem te posebne vrste, odprt za popravek z datiranim javnim prior artom.
The exact six-part targetNatančni šestdelni cilj
Search boundaryMeja iskanja
- Included: publicly accessible papers, technical documentation, source-code descriptions and public system reports inspected in the targeted review.
- Excluded by construction: private, secret, unpublished or inaccessible work.
- Not claimed: exhaustive patent search, freedom-to-operate, patentability or proof that no future prior art will be found.
- Comparison unit: the complete conjunction, not the novelty of MDL, generators, adaptive control or any individual ingredient.
- Vključeno: javno dostopni članki, tehnična dokumentacija, opisi izvorne kode in javna poročila o sistemih, pregledani v ciljnem pregledu.
- Po naravi izključeno: zasebno, tajno, neobjavljeno ali nedostopno delo.
- Ni trditev: izčrpna patentna preiskava, freedom-to-operate, patentabilnost ali dokaz, da pozneje ne bo najden starejši vir.
- Primerjalna enota: celotna konjunkcija, ne novost MDL, generatorjev, adaptivnega upravljanja ali posamezne sestavine.
Named neighbouring systemsImenovani sorodni sistemi
The six primary locators were re-opened on 3 September 2026 and checked for title/abstract-level fit. The property matrix remains a bounded working comparison, not an exhaustive legal or patent analysis.Šest primarnih virov je bilo 3. septembra 2026 ponovno odprtih in preverjenih na ravni naslova ter povzetka. Matrika lastnosti ostaja omejena delovna primerjava, ne izčrpna pravna ali patentna analiza.
The table uses conservative labels. “Not established” means only that the current targeted review did not establish that property for that system; it is not a universal negative claim.Tabela uporablja previdne oznake. »Ni ugotovljeno« pomeni samo, da trenutni ciljni pregled te lastnosti za sistem ni vzpostavil; ne gre za univerzalno negativno trditev.
| System | Alternative representations | Full-cost MDL | Stable / reopenable governor | Multi-level recursion | Governor self-selection | Measured heterogeneous transfer | Current comparison note |
|---|---|---|---|---|---|---|---|
| DreamCoder | documented neighbour | compression / Bayesian relation | not established | library-growth recursion | not established | related transfer | Learns reusable program libraries and a neural search policy; does not match the full six-part conjunction in this review. Source ↗ |
| PowerPlay | problem / solver generation | not established | adaptive self-improvement | documented neighbour | related | related transfer | Invents tasks and modifies an increasingly general solver; no full match found. Source ↗ |
| AIXI | implicit model class | algorithmic-complexity relation | sequential policy | theoretical recursion | not established | not practical measured transfer | Unifies algorithmic probability and sequential decision theory; the ideal model is uncomputable. Source ↗ |
| AlphaEvolve | candidate generation | full-cost MDL not established | evolutionary allocation | iterative recursion | not established | multi-task results | Strong generator–evaluator system across algorithmic tasks; no full recursive MDL×DCC match found. Source ↗ |
| ADRS | prompt / solution generation | full-cost MDL not established | selector / evaluator relation | iterative generation–evaluation–refinement | not established | cross-domain systems work | A close generator–evaluator–selector neighbour; no full six-part match found. Source ↗ |
| vLLM Semantic Router | signal-subset selection | Shannon-inspired information-theoretic relation | inference routing neighbour | full recursion not established | not established | narrower domain | A close routing neighbour, not the complete recursive cross-domain loop in this review. Source ↗ |
Additional nearest-neighbour families queued after adversarial reviewDodatne najbližje družine, dodane po adversarialnem pregledu
External reviewers identified important families missing from the first targeted pass. They are now explicitly queued for deeper full-text comparison. Listing them here does not mean they have already been ruled in or ruled out as full matches.Zunanji reviewerji so izpostavili pomembne družine, ki so manjkale v prvem ciljnem pregledu. Zdaj so izrecno uvrščene v čakalno vrsto za globljo full-text primerjavo. Njihova navedba ne pomeni, da so že potrjene ali izključene kot popolni zadetki.
- selection hyper-heuristics and Adaptive Operator Selection (AOS)
- Adaptive Large Neighbourhood Search (ALNS) and reactive search
- algorithm configuration / selection: SMAC, irace, SATzilla
- quality-diversity archives: MAP-Elites / novelty search
- Gödel machine, OOPS and related self-referential improvement systems
- compression-progress / artificial-curiosity controllers
- AutoML-Zero, learned optimizers and related meta-optimization
- hierarchical routing / Mixture-of-Experts and adaptive-computation controllers
- selection hyper-heuristics in Adaptive Operator Selection (AOS)
- Adaptive Large Neighbourhood Search (ALNS) in reactive search
- algorithm configuration / selection: SMAC, irace, SATzilla
- quality-diversity arhivi: MAP-Elites / novelty search
- Gödel machine, OOPS in sorodni samoreferenčni sistemi izboljševanja
- compression-progress / artificial-curiosity controllerji
- AutoML-Zero, learned optimizers in sorodna meta-optimizacija
- hierarhično routanje / Mixture-of-Experts in adaptive-computation controllerji
The next rerun should use these neighbours to narrow the novelty claim where necessary, not to protect the six-part conjunction by definition.Naslednji pregled naj te sorodnike uporabi za zožitev trditve o novosti, kjer je to potrebno, ne za zaščito šestdelne konjunkcije z definicijo.
Correction pathPot popravka
A dated public source that predates 8Z–MDL×DCC and documents the complete six-part conjunction should change the claim. The goal is not prestige protection; it is a truthful map of causal and public provenance.Datirani javni vir, ki je starejši od 8Z–MDL×DCC in dokumentira celotno šestdelno konjunkcijo, mora spremeniti trditev. Cilj ni zaščita prestiža, temveč resničen zemljevid vzročne in javne provenience.