Constitutional AI
Constitutional AI inzira ye Anthropic yekuenzanisa mamodheru vachishandisa bumbiro remitemo rakanyorwa - 'bumbiro' - saka iyo AI inotsoropodza nekugadzirisa mhinduro dzayo pachinzvimbo chekuvimba nevanhu chete kuti vatumire zvinokuvadza.
Pfupiso
It aims to make models helpful and harmless with far less human labor.
Kudzika Kwakadzika
Kurongeka kwechinyakare kunotsamira pakusimbisa kudzidza kubva kumhinduro dzevanhu (RLHF), uko vanhu vanoisa mizhinji yemhando yezvinobuda, kusanganisira zvinoshungurudza, kudzidzisa modhi zvekudzivisa. Bumbiro reMitemo AI rinoderedza mutoro iwoyo nekupa modhi iri rondedzero yakajeka yemisimboti yakanyorwa yakatorwa kubva kunzvimbo dzakaita seUN Declaration of Human Rights uye kuvimba-ne-chengetedzo yakanakisa maitiro. Kudzidzira kune matanho maviri. Chekutanga, chinhanho chinotariswa: modhi yacho inoburitsa mhinduro, yozoitsoropodza ichipesana nebumbiro remutemo woinyora zvakare kuti ive nani; mhinduro dzakazvivandudza idzi dzinoshandiswa kuigadzirisa. Chechipiri, nhanho yekusimbisa-yekudzidza, RLAIF, apo modhi pachayo inoisa maviri emhinduro zvinoenderana nebumbiro, uye iyo AI-yakagadzirwa nedata rekuda inodzidzisa mubairo modhi. Misimboti iri pachena uye inogadzirika, ichiita kuti hunhu hutarise modhi yacho pane kuvanzwa mukati memavara emunhu asina kujeka.
Technical Insight
Zvikamu zviviri izvi zvinowanzodaidzwa kuti SL-CAI uye RL-CAI. Mukudzidza kwakatariswa, 'critique-and-review' loop inoita kuti modhi iwane apo mhinduro yayo pachayo inotyora musimboti wemuenzaniso woinyora patsva, ichigadzira dhata rekudzidziswa pasina kukuvadza kwevanhu. Muchikamu cheRL, yechipiri modhi inotonga kuti ndeipi yemhinduro mbiri zviri nani inotevera bumbiro, ichigadzira AI predo labels (RLAIF) inodzidzisa modhi yemubairo inoshandiswa mune yakajairwa RL. Bumbiro nderegwara-mavara-gwaro rakaiswa mukurudziro, saka kushandura maitiro emodhi kunogona kuve kwakananga sekugadzirisa misimboti.
Strategic Impact
Kumhanya uye chiyero
Mutauro workflows inogona kufamba nekukurumidza pasina kupira kuenderana.
Svika uye svika
Inopamhidzira kupinda mumitauro yese nemataera ekutaurirana.
Sarudzo dzakajeka
Zvikwata zvinogona kupedza nguva yakawanda pakutonga uku otomatiki ichibata kudzokorora.
Ramangwana reConstitutional AI
Bumbiro reMitemo AI rinonongedza 'kutarisisa kunotyisa,' uko AI inobatsira kutarisa AI sezvo modhi inokura inokwanisa kuti vanhu vatarise zvese zvinobuda. Tarisira bumbiro remitemo rakapfuma, rine zvakawanda, ruzivo rweveruzhinji uye rwekutora chikamu mune zvinosarudzwa zvisimboti (Anthropic zvakaitwa zviedzo zve'collective constitutional AI'), uye nzira dzakasanganiswa dzinosanganisa mhinduro dzevanhu neAI kuzvitsoropodza. Kujeka kwemisimboti yakanyorwa kunoita kuti izvi zvitaridzike kune vanodzora uye maodhita vanoda kuona kukosha kweiyo system encodes. Sezvo mamodheru emuganho achifambira mberi, nzira dzinoita kuti mamodheru atsoropodze akavimbika uye azvinatsiridza achipikisana nemitemo yakajeka angangove musimboti wekuchengeteka.
Real-World Implementation
Kudzidzisa chatbot kuramba kubatsira kuvaka chombo nekuita kuti ishoropodze mhinduro yayo pachayo vachipesana netsika yekudzivisa kukuvadza uye kuinyora zvakare.
Kutsiva inodhura yevanhu tsvuku-timu rekodhi yezvinobuda zvine muchetura neAI-yakagadzirwa dhata rekuda (RLAIF) inotungamirwa nebumbiro.
Kugadzirisa musimboti wakanyorwa kuti ugadzirise kungwarira kwakaita modhi, wobva waona shanduko yemaitiro pasina kunyora zviuru zvemienzaniso.
Kumhanyisa mapoinzi edzidziso apo veruzhinji vanopa mazano anoumba bumbiro remutemo
Njodzi & Guardrails
Chokwadi chehuroyi chinogona kupinda chinyararire mishumo, kuyerera kwetsigiro, kana tsvakiridzo.
Kunzwa nekukasira kunogona kugadzira mhedzisiro isingaenderane pane zvikumbiro zvakafanana.
Sensitive text data inogona kuburitswa kana zvidhiraivho zvisina kusimba.
Implementation Roadmap
Tsanangura chimiro chekubuda, toni, uye mhando zviyero usati waburitsa.
Mhinduro dzepasi neakavimbika masosi pese pazvine basa.
Chengetedza ongororo yekuongorora yemunhu kune yakakwira-stake zvinobuda.
Tevera maitiro ekutadza uye dzidzisazve kukurudzira kana mafambiro ebasa nguva nenguva.
Ramba Uchiongorora
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Gaidhi rinotevera
Instruction Tuning
Mibvunzo inowanzo bvunzwa
What is Constitutional AI?
Constitutional AI inzira ye Anthropic yekuenzanisa mamodheru vachishandisa bumbiro remitemo rakanyorwa - 'bumbiro' - saka iyo AI inotsoropodza nekugadzirisa mhinduro dzayo pachinzvimbo chekuvimba nevanhu chete kuti vatumire zvinokuvadza. Inovavarira kuita kuti mamodheru abatsire uye asakuvadze nevashandi vashoma.
Chii chinonzi 'bumbiro' muBumbiro reMitemo AI?
Bumbiro remitemo ibumbiro rakajeka remitemo yakanyorwa, yakatorwa kubva muzvinyorwa zvakaita semagwaro ekodzero dzevanhu, ayo muenzaniso unoshandiswa kuongorora nekuvandudza mhinduro dzawo.
Nderipi dambudziko rakakosha neyakajairwa RLHF iyo Constitutional AI inovavarira kuderedza?
Nekuita kuti modhi izvishore pachayo zvinopesana nemisimboti, Bumbiro reMitemo AI rinoderedza basa revanhu rekuongorora uye kunyora zvinokanganisa kana zvinokuvadza zvinobuda.
Muchikamu chinotariswa cheConstitutional AI, modhi yacho inoitei kune yayo pachayo?
Iyo modhi inomhanyisa yetsoropodza-uye-yekudzokorora loop: inoratidza paino dhizaini inotyora mutemo wesampled, yobva yanyora mhinduro, ichigadzira yega-yega yekudzidzira data.
Chii chinomiririra RLAIF muchikamu chekusimbisa-kudzidza?
RLAIF inoreva Kusimbisa Kudzidza kubva kuAI Feedback: modhi inoisa mhinduro zvinoenderana nebumbiro, ichigadzira AI-yakagadzirwa nedata data pachinzvimbo chemavara evanhu.
Nei kushandiswa kwemitemo yakanyorwa kuchionekwa sekwakanakira kuita zvinhu pachena?
Nekuti iyo inotungamira tsika yakanyorwa kunze, inogona kuongororwa, kuongororwa, uye kupepetwa zvakananga, kusiyana nezvinodiwa zvakavharwa zvakamisikidzwa muakapararira mareti evanhu.