Chii chaitika
Iyo nyowani arXiv preprint inoongorora kuti yakawanda sei yeAI sisitimu yakarongwa chiitiko kutevedzana mutauro-modhiyo yekutarisa inofanirwa kuongorora isati yabvumidza kuuraya. Vachishandisa inodzorwa "twin-prefix" chimiro, vanyori vanoshuma kuti yakareba wongororo windows yakawedzera mwero wemhosho dzakaonekwa asi yakawedzera kurambwa kwenhema pamwero wakafanana.
Pepa, rakatumirwa kuarXiv muna Nyamavhuvhu 25, rinoongorora pre-execution manejimendi, umo inotadza mutauro-modhi yekutarisa inoongorora maitiro eAI system yakarongwa pamberi pedanho risingadzoke. Mubvunzo wayo wepakati iyuniti yekusimbisa: zvingani zviito zvekufona kamwe chete zvekutarisa. Vanyori vanoti magadzirirwo aripo ekutarisa anowanzo tora iyo unit sekupihwa, kunyangwe kureba kwekudzokorora kunogona kukanganisa zvese zvinobatsira kuona uye kuvharika kusingakoshi.
Vanyori vanosuma yavanodaidza kuti mapatya-prefix framework kuti vaparadzanise mhedzisiro yehurefu hwekudzokorora. Zvinoenderana neabstract, chirongwa chegoridhe chega chega chinoburitsa maviri anonyatsoenderana: imwe ine chikanganiso chimwe chete chakajairwa chinogamuchirwa nenharaunda, uye mapatya akachena anosiyana mune imwe kunyora. Iyo dhizaini inoongorora maviri ega ega paurefu hwekuongorora shanu, ichibvumira shanduko mumutongo wemucherechedzo kuti ubatanidzwe nehuwandu hwezvinhu zvakaongororwa pane kushandura mhando dzezvikanganiso kana zvinzvimbo.
Chidzidzo ichi chinoongorora vatongi vatanhatu veLLM mumatunhu maviri. Inoyera kuita neruzivo rwakafanonyoreswa, runotsanangurwa muchidimbu sekubata kukanganisa kubvisa kurambwa kwenhema. Musiyano iwoyo wakakosha nekuti cheki chinoramba hurongwa hwese chaigona kubata chikanganiso chese chakabaiwa uku chichivharisa hurongwa hwese hwakachena. Vanyori vanoshuma kuti ongororo dzakareba dzakasimudza mazinga ekubata, asi manyepo-kurambwa mitengo yakakwira mukukiya. Mukuongorora kwavo, ruzivo rwakakwira pachiito chimwe kana zviviri kune vese vatongi vatanhatu munzvimbo mbiri.
Iwo abstract hunhu hwakawanda hwekutadza kwemahwindo akareba kushaikwa kwekutarisa uye anoti vanyori vakatsvaga izvi kuburikidza nekudzokorora zvakavharirwa zvakaonekwa. Iyo zvakare inoshuma kuti yakagadziriswa ipfupi unit yakawana kusvika ku 0.95 ruzivo zvine chekuita nekuongorora-zviito zvisere, uye kuti hapana yakaedzwa label-blind policy yakaramba ichipfuura. Kwakabva hakupi tsananguro yebasa, nhamba dzemienzaniso, kuzivikanwa kwemutongi, mhando dzemhando kana mhedzisiro yenhamba, saka izvo zvinoda kuongororwa kwebepa rakazara remapeji makumi matatu nemanomwe.
Nei zvichikosha
Mhedzisiro yacho inodenha fungidziro yakapusa kuseri kwe pre-execution yekutarisa: kuti kuongorora zvimwe zvakarongwa zviito zvinoita kuti iyo AI yekutarisa ive yakachengeteka. Bepa rinopokana kuti masisitimu ekutarisisa anofanirwa kuzivisa zvakachena-kesi kurambwa kwenhema pamwe chete nemhosho-yekubata mitengo uye kutaura zvakajeka yuniti yavo yekusimbisa.
Zvazvinoreva ndezvekuti mamwe mamiriro ezvinhu anogona kusangoerekana aunza tarisiro iri nani. Kana monitor ikakumbirwa kuti iongorore nhevedzano refu isati yaitwa, inogona kuwana mimwe mikana yekumisa chimwe chinhu uku ichiwedzerawo kuramba zvirongwa zviri pamutemo. Mune masisitimu umo kuongorora kwevanhu kana maitiro ekudzokera kumashure kunodhura, maitiro iwayo anogona kuderedza kubatsira uye kugadzira dzvinyiriro yekunetesa kana kudzima kutarisa, njodzi inoratidzwa nebepa mune zvayo.
Sarudzo yekuyera yepepa inogadzirisawo dambudziko rakajairwa rekuongorora. Kubata hurongwa husina kuchengetedzeka kana kukanganisa idivi rimwe chete resarudzo. Yekucherekedza iyo inowanzovhara zvirongwa zvakachena inogona kumisa kunonoka, kuramba zviito zvakanaka kana kuita kuti sisitimu inetse kushanda. Nekubatanidza chikanganiso chine mhosho nemapatya akachena, nzira yakarongwa yakagadzirirwa kufumura tradeoff iyoyo pane kutendera mareti ekubatwa amire ega semetric yekuchengetedza.
Kune masangano anovaka maAI vamiririri kana mamwe masisitimu anogona kutora matanho, bepa rinopa kurudziro yekutonga kwekongiri: nyaya dzekuchengetedza dzinofanira kutaura chikamu chekusimbisa uye co-report mhedzisiro pazvirongwa zvakachena. Izvozvo zvingaita kuti zvive nyore kuenzanisa vatariri vane kuchengetedzwa kunooneka kunobva kumatanho akasiyana ekuchengetedza. Zvinogonawo kubatsira vanoita sarudzo kusiyanisa mucherechedzo ane rusarura kubva kune uyo anongoramba mamwe maitiro evamiriri.
Zvakawanikwa zvinoramba zviri mhedzisiro yekutsvagisa, kwete humbowo hwekuti chimwe-kana maviri-chiito chekutarisa chakakodzera pasi rose. Sosi yacho inotsanangura madomasi maviri, vatongi vatanhatu uye inodzorwa kukanganisa-jekiseni setup, asi hairatidze iwo madomasi kana kutsanangura kuti anomiririra zvakadii masisitimu akaiswa. Izvo zvakare hazviratidze kuti nhanho yeruzivo yakashumwa ichashandura mukukuvadza kwakadzika kwepasirese, kana kuti chimiro chakadzokororwa chakazvimiririra.
Interactive Mechanism: Iyo Inonyatsoshanda
Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.
crm_get_transaction(id='4092').An agent must create a draft calendar event for Tuesday at 2 p.m. Which evidence would establish the requested result?
Zvekutarisa zvinotevera
Mibvunzo yakakosha yakavhurika ndeyekuti iyo yakashumwa imwe- kana maviri-chiito mukana inobata kune mamwe mabasa, modhi uye mazinga enjodzi, uye kuti yakawanda sei mhedzisiro inoenderana nebepa rinodzorwa kuseta. Mazita emapepa akazara, magadzirirwo emutongi, saizi yemuenzaniso uye humbowo hwekudzokorodza hucharatidza kuti zvakawanikwa zvacho zvinofanirwa kushandiswa zvakadii.
Bepa rakazara rinofanira kujekesa madomasi maviri, kuvakwa kwezvirongwa zvegoridhe, zvinoreva kukanganisa kunogamuchirwa kwezvakatipoteredza uye hurefu chaihwo hwekuongorora hushanu. Vaverengi vanofanirawo kutarisa nhamba nemhando yezviedzo, mhando dzemitauro dzinoshandiswa sevatongi, nguva dzekusavimbika kana mamwe matanho ekusava nechokwadi, uye mashoko ekunyoresa kare anotsigira kuenzanisa kwakataurwa. Izvo zvinyorwa zvakakosha kuti uongorore kusimba kwechigumisiro.
Kudzokorora ndiyo inotevera bvunzo yakakosha. Iyo yakashumwa yekuda kwechiito chimwe chete kana zviviri zvinofanirwa kuongororwa nemhuri dzakasiyana dzeLLM, yekutarisa kukurudzira, zvigadziriso zvekushandisa-turusi uye marudzi ekuita. Izvo zvakakoshawo kuongorora kana kupfuma kana kutarisisa kwakakodzera nguva kunoderedza dambudziko rekutarisa-kunyimwa rakaonekwa nevanyori, uye kana iyo yakafanana pateni inooneka apo zvirongwa zvinosanganisira akawanda anopindirana zviito pane imwechete jekiseni kunyora.
Deployment context ichave yakakosha. Chikamu chipfupi chinogona kubatsira kana cheki iine zvishoma kuoneka muzviito zvenguva yemberi, asi ongororo yakareba inogona kuramba ichiruramiswa kana mhedzisiro yesarudzo inoenderana nehukama mumatanho mazhinji. Ongororo yeramangwana haifanire kungotaura chete ruzivo rwepakati chete asiwo kuoma kwezvikanganiso zvakapotsa, mutengo wekurambwa kwenhema, uye kuti iyo mitengo inoshanduka sei pane zvese zvikumbiro.
Chekupedzisira, chirevo chebepa chekuti hapana yakayedzwa label-bofu mutemo unogara uchirova yakabatidzwa pfupi unit inoda kududzira. Iyo abstract haitsananguri anokwikwidzana marongero kana kutaura kana kuenzanisa kwacho kunovhara maitiro ekudzokorora maitiro. Rimwe basa rinofanira kuyedza mamonitor anogona kukumbira rumwe ruzivo, kuwedzera nyaya dzisina chokwadi kana kusiyanisa urefu hwekuongorora zvichienderana nenjodzi. Kusvika panguva iyoyo, chidzidzo chinotsigira kuyerwa kwakajeka kweiyo verification unit, asi haigadzirise dhizaini ye pre-execution oversight.