DaH QI'ntel (artificial intelligence) boSaHtaHvIS, chenmoHwI' (model) tIn law' chenmoHchoH Hoch. 'ach Tokyo vengHom ghomHom mach vaj vangbe'. chenmoHwI' tIn chu' chenmoHbe'. ra'wI' (commander) neH chenmoH.
nuq 'oH fugu ultra
fugu ultra v2 — Sakana AI chenmoHwI' chu' — ghaH wa' chenmoHwI' tInbe'. 'ay'na' rur: promptumlIj (API, wa' lojmit) yIngeH; chIch fugu wIv: chenmoHwI'pu' law' pa' tu'lu'bogh nuq'e' vumnIS. ghaH je: chIch fugu 'eghvaD ra'laH, jangmey tay'moHmeH. ghojmoHmeH: fine-tuning (ghojmoH qan) qan, algorithm evolutionary (Doch nature rur Suq'egh), reinforcement learning (QaQ jangmeH nobmoH, targh DoghmoH rur) — Hoch tay'.
Sakana chu'be' — patlh chaH. DISmey law', chenmoHwI' poSbogh (open) tay'moH, algorithm evolutionary lo'taHvIS — Do'raH chu' chenmoHmeH, Huch tIn lo'be'chugh. loD wa' chenmoHwI' chenmoHpu': Llion Jones, paperHom pong "Attention Is All You Need" (DIS 2017) qonwI' wa'. paperHomvetlh Transformer (chenmoHwI' Segh) chenmoH — vaj ChatGPT, Claude, chenmoHwI' Hoch DaH vumtaH. loDvam quvqu' — 'ach DaH ra'wI'pu' chenmoH, Solo'pu' chu'be'.
mI' QaQqu'
Chartography (nov qelmeH je retlh mI'mey qelmeH SuvmeH) qelDI', fugu ultra v2 loSmaH chorgh vI' wej (48.3) Suqta'. Anthropic Opus 5 cha'maH Soch vI' wej (27.3) neH; Fable 5 chorghmaH Hut vI' vagh (29.5) neH. 'ach cha' latlh chenmoHwI' fugu ghomDaq tu'lu'be'.
'ach wa' qel neH 'oH. Hoch Doch lujchu'be'. 'ach vIt tu'lu': chenmoHwI'pu' tay'moHmeH, chenmoHwI' Duy'a' law' bIngDaq maSuvlaH.
Huch nuq
pagh Huch pagh. fugu ultra v2 DaH: wa' vatlh loSmaH vagh (5) Duyvetlh (dollars) million promptum mI' vaD, wejmaH (30) Duyvetlh million jang mI' vaD Suqlu' — million mI' qawHaq (context) ghajlu'. fugu max (loD puS, Duy'a' puS) chuqnIS puS luja'. reH DIlbe'meH ghobe' — jatlh 'e' luja': ChatGPT, Claude rur DIlbe'lu'chugh, naDev Huch pIw neH.
bImuchqang'a'? programmatoranpu'vaD neH
Sakana chatlh (chat app) chenmoHbe'. Sakana API yIlo', pagh OpenRouter (chenmoHwI' Hoch nuqDaq tu'lu'bogh veng) yIlo'. pa' tlha'laH: Huch nobbe'bogh, credit card lo'be'bogh. 'ach fugu Dalo'chugh: Huch DIlnIS — gratis chenmoHwI' rurchoHbe'.
ghaHvaD: SoHvaD Qu'be'. programmatoranpu'vaD neH. 'ach qech yajlu'nIS: chenmoHwI' wa' tInqu' chenmoHmeH ghobe', chenmoHwI' mach law' tay'moHmeH nIH — po'wI' ghom rur, 'ach patlh jen.
vaj Qapla' chu' Sambe'lu'taHvIS chenmoHwI' tIn — ra'wI' val neH tu'lu'chugh.