Since the epoch-1807 fork: +56 epochs · +324 candidates · +107 basins · +5 F2 basins across Al₂SiO₅, SiO₂, Mg₂SiO₄, MgO and Ca₂SiO₄. New ML-best screening energies were also recorded for Mg₂SiO₄, CaAl₂O₄ and Ca₂SiO₄.
Interpretation: the search is still producing new qualified regions and better ML screening results. DCC/L2 materially changes the trajectory, but this snapshot does not establish superiority over matched comparators. Atlas has 0 promoted rules in the current lineage and matched transfer evidence remains open.
Claim boundary: ML screening only; no stable-material, novelty, DFT, hull or usefulness claim is promoted. Cost-efficiency claims are also held back until a coordinator recovery-accounting anomaly is reconciled. 22 Sep evidence JSON →
Operativna posodobitev · 12:46: neposredni Work 8zCockpit status kaže native W8 proces ALIVE v RUN_38 persistent INSPECT resume. To je dokaz živosti procesa, ne nov znanstveni checkpoint; javni števci zato ostajajo na zgornjem preverjenem posnetku pri epohi 1.863.Operational update · 12:46: direct Work 8zCockpit status shows the native W8 process ALIVE in RUN_38 persistent INSPECT resume. This proves process liveness, not a new scientific checkpoint; the public counters therefore remain on the verified snapshot above at epoch 1,863.
Arena, ki se iz iskanja materialov uči, kako iskati naprej. MDL×DCC izbira prihodnje delo; Atlas naučene vzorce preizkuša na novih sestavah.An arena that learns from materials search how to search next. MDL×DCC selects future work; the Atlas tests learned patterns on other compositions.
Človeški arhitekt in končna avtoriteta: BD. Izvedba in preverjanje: BD × AI Lab.Human architect and final authority: BD. Implementation and verification: BD × AI Lab.
1 863zaključenih epohcommitted epochs
10 796committed kandidatovcommitted candidates
110F2 kvalificiranih basinovF2-qualified basins
4 576različnih basinovdistinct basins
Datiran FORK1 posnetek, ne sprotni števec. F2 je kvalifikacija ML relaksacije; novost, stabilnost in uporabnost materialov še niso potrjene. strict_original_budget_continuation=False je namerna lineage meja.A dated FORK1 snapshot, not a live counter. F2 qualifies an ML relaxation; material novelty, stability and usefulness are not yet confirmed. strict_original_budget_continuation=False is an intentional lineage boundary.
MDL×DCC ustvarja prihodnje deloMDL×DCC produces future work
Glavna veja je B6/H1: hitra zanka iskanja je povezana s počasnejšo zanko učenja Atlasa. MDL (Minimum Description Length) ocenjuje, kateri modeli in vzorci gospodarno pojasnjujejo opažanja. DCC (Dynamic Complexity Controller) vpliva na izbiro nadaljnjih akcij. MACE ocenjuje energije in sile kandidatnih struktur.The mainline is B6/H1: a fast search loop is coupled to a slower Atlas learning loop. MDL (Minimum Description Length) evaluates which models and patterns explain observations economically. DCC (Dynamic Complexity Controller) influences subsequent action selection. MACE evaluates candidate structures through energies and forces.
L0
Naslednji del izračunaThe next piece of computation
Odloča o nadaljevanju posamezne relaksacije: še dela, vrne kandidata v obdelavo ali zaključi porabo.Decides how to continue an individual relaxation: do more work, return a candidate for further processing, or end the allocation.
L1
Izbira iskalne akcijeSelecting the search action
Primerja napovedi za dovoljene akcije in razporeja delo med sestave, generatorje ter reprezentacije.Compares predictions for legal actions and allocates work across compositions, generators and representations.
L2
Učenje, ki spremeni iskanjeLearning that changes search
Atlas oblikuje pravila, jih rangira in odpira za preizkus. Njegove odločitve lahko spremenijo prihodnji nabor izvedljivih akcij.The Atlas forms and ranks rules, making them available for probing. Its decisions can change the future set of executable actions.
Povratna puščica: naučeno se vrne v delo.The reverse arrow: learning returns to work.
Opažanje → naučeno pravilo → dejanska nova akcija → primerjalni preizkus prenosa → obračun celotnega stroška → promocija ali ohranjena zavrnitev s pogojem ponovnega odprtja.Observation → learned rule → actual new action → matched transfer validation → full cost accounting → promotion or a retained rejection with a reopening condition.
Rank, don’t eliminate.
Slabši rezultat zmanjša prednost. Arhiv ohrani razlog, dokaz in možnost ponovnega odprtja. Omejen aktivni Atlas lahko tako ostaja živ tudi po zapolnitvi.A weaker result lowers priority. The archive retains the reason, evidence and opportunity to reopen. A bounded active Atlas can keep learning after it fills up.
Learn from mistakes.
Napake pri obnovi, nepravilni sestavi ali prenosu pravil postanejo trajni regresijski testi in preizkusi z znanim pravilnim izidom.Resume errors, composition violations and rule-transfer failures become durable regression tests and canaries with known expected outcomes.
Primerjalne veje in poštena meritevComparison arms and fair measurement
B6 z izključeno H1 Atlas zanko; kontrola učinka učenja.B6 without the H1 Atlas loop; a control for the learning effect.
B6/H1
Glavna native večnivojska raziskovalna veja.The main native multilevel research arm.
H2
ssMDL×DCC kot omejen eksperiment.ssMDL×DCC as a bounded experiment.
Napoved je zabeležena pred izidom, logične epohe so deterministične, učenje se knjiži natanko enkrat. Primerjave morajo imeti iste informacije in primerljive proračune. Ta posnetek sam ne dokazuje prednosti pred B2 ali H0.Predictions are recorded before outcomes, logical epochs are deterministic, and learning is committed exactly once. Comparisons require the same information and comparable budgets. This snapshot alone does not establish superiority over B2 or H0.
FORK1 še naprej ustvarja nov iskalni signalFORK1 continues to produce new search signal
Napredek po forkuProgress after the fork
FORK1 je podedoval stanje pri epohi 1807: 10.472 kandidatov, 4.469 basinov in 105 F2. Naslednjih 56 epoh je dodalo 324 kandidatov, 107 novih basinov in 5 novih F2 basinov.FORK1 inherited the epoch-1807 state: 10,472 candidates, 4,469 basins and 105 F2. The next 56 epochs added 324 candidates, 107 new basins and 5 new F2 basins.
+56epohepochs
+107novih basinovnew basins
+5novih F2new F2
Novi F2 so se pojavili v Al₂SiO₅, SiO₂, Mg₂SiO₄, MgO in Ca₂SiO₄. Zadnji novi F2 v tem posnetku je pri epohi 1843; nato je viden plato do 1862.New F2 appeared in Al₂SiO₅, SiO₂, Mg₂SiO₄, MgO and Ca₂SiO₄. The last new F2 in this snapshot is at epoch 1843, followed by a plateau through 1862.
DCC in L2 res spreminjata pot iskanjaDCC and L2 materially change the trajectory
Od 14.904 opaženih odločitev je DCC-S spremenil izbrano akcijo 9.118-krat (61,2%). Statistics path se je od surovega rankinga razlikoval 12.671-krat (~85%). L2/Atlas je izbral 330 akcij in 411-krat spremenil prihodnji legal action space.Across 14,904 observed decisions, DCC-S changed the selected action 9,118 times (61.2%). The statistics path differed from raw ranking 12,671 times (~85%). L2/Atlas selected 330 actions and changed the future legal action space 411 times.
To dokazuje vpliv controllerja na search, ne pa njegove prednosti pred matched baselineom.This establishes controller influence on search, not superiority over a matched baseline.
Atlas
Trenutni FORK1 Atlas beleži 377 ustvarjenih pravil, 328 zavrnitev, 231 reopen dogodkov in 592 arhivskih dogodkov. Aktivnih probe pravil je 16, promoviranih pa 0.The current FORK1 Atlas records 377 rules created, 328 rejections, 231 reopen events and 592 archive events. There are 16 active probe rules and 0 promoted rules.
V trenutnem lineage-u matched transfer evidence še ni vzpostavljen. Zgodnji transfer primeri iz starejših snapshotov ostajajo zgodovinska evidenca, ne trenutni dokaz splošnega prenosa.Matched transfer evidence is not yet established in the current lineage. Early transfer examples from older snapshots remain historical evidence, not current proof of general transfer.
Stroškovna os je trenutno kontaminiranaThe cost axis is currently contaminated
Novi segment ima cap približno 1.035.236 CPU-core-s in zabeleženih približno 231.832 CPU-core-s porabe, vendar je ~228 tisoč core-s pripisanih kategoriji coordinator_preflight_replay_io_unclassified. Zato trenutni AUC/CPU ni pošten dokaz učinkovitosti algoritma.The new segment has a cap of about 1,035,236 CPU-core-s and about 231,832 CPU-core-s recorded as spent, but roughly 228k core-s are attributed to coordinator_preflight_replay_io_unclassified. Current AUC/CPU therefore is not a fair algorithm-efficiency measure.
Matched fresh campaigns morajo uporabiti čisto in primerljivo cost accounting semantiko.Matched fresh campaigns require clean, comparable cost-accounting semantics.
Trenutni sklep:Current interpretation:
Search signal je pozitiven: po forku nastajajo novi F2 basini in novi ML-best rezultati. Vendar še nimamo matched dokaza, da B6/H1 MDL×DCC/Atlas premaga močan običajni comparator.The search signal is positive: new F2 basins and new ML-best results appear after the fork. But there is not yet matched evidence that B6/H1 MDL×DCC/Atlas outperforms a strong ordinary comparator.
Kaj je med trenutnimi kandidati zanimivega?What is interesting among current candidates?
FORK1 ni ostal le pri novih basin ID-jih. V novem segmentu so se pojavili tudi novi najboljši ML-screening energijski rezultati za več kemij. To je signal za nadaljnjo validacijo, ne trditev o stabilnosti.FORK1 did not merely add basin IDs. The new segment also produced new best ML-screening energy results for several chemistries. This is a signal for further validation, not a stability claim.
Mg₂SiO₄
−6.743028 eV/atom
Nov ML-best rezultat v FORK1 in eden od kemijskih prostorov z novim F2 basinom.A new ML-best result in FORK1 and one of the chemistries with a new F2 basin.
Ca₂SiO₄
−7.116942 eV/atom
Nov ML-best rezultat; isti novi segment je ustvaril tudi nov F2 basin za Ca₂SiO₄.A new ML-best result; the same new segment also produced a new F2 basin for Ca₂SiO₄.
CaAl₂O₄
−7.097356 eV/atom
Nov najboljši opaženi ML-screening rezultat v tej sestavi v trenutnem lineage-u.A new best observed ML-screening result for this composition in the current lineage.
Novi F2 po forkuNew F2 after fork
5
Al₂SiO₅ · SiO₂ · Mg₂SiO₄ · MgO · Ca₂SiO₄
Surovih energij različnih kemij ne primerjamo neposredno med seboj. Za trditev o stabilnosti so potrebni kompatibilni referenčni izračuni, fazni diagram/hull in nato DFT ter po potrebi fononi/mehanska stabilnost.Raw energies across different chemistries are not directly comparable. Stability claims require compatible reference calculations, a phase diagram/hull, then DFT and, where appropriate, phonon/mechanical stability checks.
Kaj bi štelo kot resnejši naslednji dokazWhat would count as stronger next evidence
Najbolj zanimive screening kandidate je treba zamrzniti kot validation set in jih preveriti z močnejšim neodvisnim modelom oziroma DFT. Ločeno mora arena izvesti matched fresh campaigns proti comparatorju z enakim informacijskim in računskim proračunom.The most interesting screening candidates should be frozen as a validation set and checked with a stronger independent model or DFT. Separately, the arena must run matched fresh campaigns against a comparator with the same information and compute budget.
Kako bomo prepoznali nov, uporaben material?How will we recognise a new, useful material?
Arena danes hrani lasten Atlas in primerja strukture znotraj runa. Pripravljeni so vmesniki za referenčne zbirke, vendar ta run še nima priklopljene napolnjene zunanje knjižnice. MACE je model energije in sil; ni katalog za potrjevanje novosti.The arena currently keeps its own Atlas and matches structures within the run. Reference-data interfaces are prepared, but this run has no populated external library connected. MACE is an energy and force model; it is not a novelty-verification catalogue.
Preveri strukturo proti znanim materialom.Match the structure against known materials.Polna periodična struktura se primerja z datiranimi zbirkami, kot sta Materials Project in COD. Enaka formula ne pomeni enake strukture; brez zadetka še ne pomeni dokazano novega materiala.Compare the full periodic structure with dated collections such as Materials Project and COD. The same formula does not imply the same structure; no match is not yet proof of a new material.
Preveri fizikalno obstojnost.Check physical stability.Neodvisen DFT izračun, primerljive energije vseh konkurenčnih faz in fazni diagram oziroma energijska ovojnica; nato dinamična in mehanska stabilnost.Independent DFT calculations, compatible energies for competing phases and a phase diagram / convex hull, followed by dynamical and mechanical stability checks.
Izmeri lastnost, zaradi katere je material dober.Measure the property that makes the material useful.Na primer ionsko prevodnost, trdoto ali temperaturno obstojnost proti jasnemu referenčnemu materialu. Sedanji F2 tega ne meri. Sinteza in eksperimentalna meritev zaključita preverjanje.For example, ionic conductivity, hardness or temperature tolerance against a clear reference material. Current F2 does not measure these. Synthesis and experimental measurement complete the verification.
Kaj je preverjeno in na katerem posnetkuWhat was checked, and on which snapshot
Trenutni javni posnetek temelji na compact FORK1 FAST-RICH Live Extractu z naslednjo epohalno mejo 1863. Extract ima PARTIAL_HISTORY pokritost: dovolj za trenutno stanje, agregate, Atlas/policy/controller evidence in bounded recent history, ne pa za polni replay vseh zgodovinskih dokumentov.The current public snapshot is based on the compact FORK1 FAST-RICH Live Extract with next-epoch boundary 1863. Coverage is PARTIAL_HISTORY: enough for current state, aggregates, Atlas/policy/controller evidence and bounded recent history, but not a full replay of every historical document.
5,41 MB outer bundle · ~14,29 MB nekompresiranega rich payload-a · run ID compact-fork-332e1f36e631fa8b9ffc980d · next_epoch 1863 · strict_original_budget_continuation=False.5.41 MB outer bundle · ~14.29 MB uncompressed rich payload · run ID compact-fork-332e1f36e631fa8b9ffc980d · next_epoch 1863 · strict_original_budget_continuation=False.
Zgodovinski baselineHistorical baseline
Snapshot 11.–13. septembra ostaja pomemben za zgodovino razvoja in zgodnje transfer poskuse, vendar ni več current status. Števci 39 F2, 260 pravil in zgodnji matched-transfer primer se zato ne smejo brati kot trenutno stanje FORK1.The 11–13 September snapshot remains important as development history and for early transfer experiments, but it is no longer the current status. Counts such as 39 F2, 260 rules and the early matched-transfer example should therefore not be read as current FORK1 state.