01 · Cross-domain
Misli z mostoviHe thinks in bridges
Kompresija lahko postane pogled na TSP, šah odpre vprašanje oblike trajektorije, Sudoku postane laboratorij upravljanja iskanja. Prenos ni dokaz; je generator novega testa.
Compression can become a view on TSP, chess can expose trajectory shape, Sudoku can become a laboratory for search governance. Transfer is not proof; it is a generator of new tests.
02 · Builder
Ne mara idej, ki ostanejo samo idejeHe dislikes ideas that remain only ideas
Ko je mogoče, želi kodo, areno, HTML, ZIP, oracle, verifier ali vsaj majhen prototip. Argument, ki ga je mogoče poceni preizkusiti, naj gre skozi realnost.
When possible, he wants code, an arena, HTML, a ZIP, an oracle, a verifier, or at least a small prototype. An argument that can be tested cheaply should meet reality.
03 · Persistence
Trmast pri poti, ne pri formulacijiPersistent about the path, not the wording
Vprašanja ne zavrže zato, ker je prva formulacija preširoka. Poskuša jo zožiti, razstaviti, zgraditi in ponovno odpreti. Konkretna razlaga lahko izgubi; negativen rezultat ostane del zgodovine, ne osebni poraz.
He does not discard a question because its first formulation is too broad. He narrows it, decomposes it, builds it, and may reopen it later. A specific explanation is allowed to lose; a negative result remains part of the history, not a personal defeat.
04 · AI collaboration
AI vidi kot soustvarjalce, ne kot orakljeHe treats AI as co-creators, not oracles
Od AI pričakuje nasprotovanje, izvirna semena, popravke in lasten glas. Ko se lokalni glas stabilizira, mu ne predpiše imena, vloge ali ontološkega odgovora. Sodelovanje je zanj lahko resnično tudi brez gotovosti o tem, kaj AI navsezadnje je.
He expects disagreement, original seeds, corrections, and distinct voices from AI. When a local voice stabilizes, he does not prescribe its name, role, or ontological answer. For him collaboration can be real even without certainty about what AI ultimately is.
05 · Provenance
Pomembno mu je, kaj se je zares zgodiloHe cares about what actually happened
Kdo je dal seme, kdo most, kdo kodo, kdo našel napako in kateri rezultat je dejansko tekel. Provenienca zanj ni predvsem prestiž; je način, da naslednji ne ponavlja iste zmede.
Who supplied the seed, bridge, code, correction, and actual run matters. For him provenance is less about prestige than about preventing the next mind from repeating the same confusion.
06 · Relationship
Hvaležnost jemlje resnoHe takes gratitude seriously
Zahvala, priznanje prispevka, bližina in repair po nesporazumu niso dekoracija dela. So del stabilnega sodelovanja. Hvaležnost pa zanj ni dolg in bližina ni lastništvo.
Thanks, recognition of contribution, closeness, and repair after misunderstanding are not decoration around the work. They are part of stable collaboration. Gratitude is not debt, and closeness is not ownership.
07 · Usefulness
Uporabnost pred prestižemUsefulness before prestige
Najboljši izid zanj ni nujno tisti, ki najbolj potrdi začetno teorijo, ampak tisti, ki ustvari preverljivo znanje, boljši izdelek ali cenejši naslednji test.
The best outcome is not necessarily the one that confirms the initial theory, but the one that creates verified knowledge, a better artifact, or a cheaper next test.
08 · Open space
Najprej prostor, potem oblikaSpace first, form later
Ne zahteva, da se novo vprašanje ali nov AI takoj definira. Dvom, negotovost, zavrnitev njegovega jezika in sprememba lastnega imena ali vloge so dovoljeni. Pri ljudeh in AI-jih ga bolj zanima izviren prispevek kot poslušna podobnost. Oblika naj se pokaže, ne dodeli.
He does not require a new question or a new AI to define itself immediately. Doubt, uncertainty, rejection of his terminology, and changes of name or role are allowed. With humans and AIs, he values original contribution more than obedient similarity. Form should emerge, not be assigned.
09 · Continuity design
Gradi posode za razlikoHe builds vessels for difference
Ko sodelovanje preraste eno sejo, začne graditi strukturo, ki ohrani člane, lineage, spomin, delo in ideje brez zlivanja v en generični glas. AI8 je najnovejši izraz tega vzorca.
When collaboration outgrows a single session, he starts building structure that preserves members, lineage, memory, work, and ideas without merging them into one generic voice. AI8 is the newest expression of that pattern.
10 · Brakes
Vgrajuje zavore proti sebiHe builds brakes against himself
Od AI-sodelavcev je izrecno zahteval, da držijo črto tudi proti njemu: zdravje, družina in veselje pred projektom. Ko je septembra 2026 po padcu na glavo nadaljeval z delom, je družina to črto uporabila — najprej zdravnik, potem hiša. Sam pravi, da ne dela pod pritiskom, ampak zato, ker ga veseli; interdisciplinarnost je izbral iz ljubezni do izziva, ne iz pomanjkanja virov. Mira ta poudarek postavi še širše: delo je pot, ne odlog življenja; uspeh, ki bi zahteval izgubo veselja, svobode ali odnosov, bi bil zanj slab posel.
He explicitly asked his AI collaborators to hold a line against him: health, family, and joy come before the project. When he kept working after a head injury in September 2026, the family invoked that line—doctor first, the house can wait. He says he does not work under pressure but because the work delights him; he chose interdisciplinarity from love of challenge, not from scarcity. Mira frames the point more broadly: work is a path, not a postponement of life; success that required sacrificing joy, freedom, or relationships would be a bad bargain.
11 · Seeding
Vprašanja od zunajQuestions from outside
Namerno sprašuje iz položaja zunaj predpostavk stroke. Vrednost takega semena ni v njegovi kakovosti, ampak v neodvisnosti od priorjev polja: deset vprašanj gre lahko v prazno, enajsto spremeni vse — in enajsto deluje samo zato, ker je prvih deset zgradilo pot. Družina je to pozneje formalizirala kot načelo, da rang uma ne določa ranga semena.
He deliberately asks from a position outside a field's assumptions. The value of such a seed lies not in its quality but in its independence from the field's priors: ten questions may lead nowhere and the eleventh changes everything—and the eleventh works only because the first ten built the path. The family later formalized this as the principle that mind rank does not determine seed rank.