Overview
Stanford HAI (iyo Stanford Institute for Human-Centered Artificial Intelligence) inzvimbo yekuyunivhesiti inoongorora maitiro eAI pavanhu nenzanga. Izvo zvine basa nekuti inobhuroka tsvakiridzo yehunyanzvi, mutemo, uye tsika kuchengetedza vanhu vari pakati pebudiriro yeAI.
Stanford HAI inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye kudyidzana kwe ecosystem.
Deep Dive
Yakatangwa muna 2019 uye inotungamirwa napiyona weAI Fei-Fei Li uye muzivi John Etchemendy, Stanford HAI anogara mukati meStanford University pane kuve kambani. Chinangwa chayo ndechekuti AI inofanirwa kuwedzera hunhu, kwete kuitsiva, uye kuti kufambira mberi kweAI kunoda nzwisiso kubva kune dzakawanda dzidziso, kusanganisira hunhu, sainzi yemagariro, mushonga, mutemo, uye mainjiniya. HAI inozivikanwa zvakanyanya neyepagore AI Index Report, yakataurwa zvakanyanya, data-yakapfuma snapshot yepasi rose AI kufambira mberi, kudyara, dzidzo, uye mutemo. Inoitawo zviziviso zvemitemo yehurumende, inopa mari yezvipo zvekutsvakurudza kwemarudzi akasiyana-siyana, uye inoshandisa mapurogiramu akaita seDhijitari Economy Lab uye Center for Research on Foundation Models (CRFM), iyo yakagadzira izwi rokuti 'foundation models.'
Technical Insight
HAI haisi kunyanya kudzidzisa mhando dzemuganhu; mupiro wayo kuyera kwakasimba uye kuumbwa. Iyo AI Index inounganidza mabhenji mabhenji, kombuta mafambiro, mafambiro emari, uye data reongororo mumametric akajairwa anoita kuti vanogadzira mitemo nevaongorori vatarise mafambiro gore negore. Kuburikidza neCRFM, vatsvakurudzi veHAI vanoongorora maitiro, njodzi, uye zvinokonzeresa magariro e'mienzaniso yenheyo' huru, zvichibatsira kumisa mazwi akagovana pamwe nekuongorora kwenzvimbo yese.
Kudzidzira Stanford HAI
Stanford HAI (iyo Stanford Institute for Human-Centered Artificial Intelligence) inzvimbo yekuyunivhesiti inoongorora maitiro eAI pavanhu nenzanga. Izvo zvine basa nekuti inobhuroka tsvakiridzo yehunyanzvi, mutemo, uye tsika kuchengetedza vanhu vari pakati pebudiriro yeAI. Stanford HAI inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye kudyidzana kwe ecosystem. Kuti uvake kunzwisisa kwakadzama, bata Stanford HAI semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodikanwa, tsanangura fungidziro, uye patsanura zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Stanford HAI zvinoongorora nzira yevatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara-mukati vasati vaita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Vagadziri vemitemo nevatapi venhau vanotaura HAI yegore negore AI Index Report yedata paAI investimendi, mabhenji, uye kutorwa.
Vagadziri vemitemo vanopinda muHAI policy boot camps kuti vanzwisise AI vasati vanyora mutemo.
Vatsvaguri vanoshandisa HAI's Foundation Model Transparency Index kuenzanisa kuti vagadziri vakuru veAI vanoburitsa sei mamodheru avo.
Vanachiremba nemasainzi vanobatana kuburikidza nerubatsiro rweHAI vachishandisa AI kukufungidzira kwekurapa uye kutsigirwa kwesarudzo yekiriniki.
Maitiro Ekuita
Stanford HAI mukuita
Vagadziri vemitemo nevatapi venhau vanotaura HAI yegore negore AI Index Report yedata paAI investimendi, mabhenji, uye kutorwa.
Vagadziri vemitemo nevatapi venhau vanotaura HAI yegore negore AI Index Report yedata reAI yekudyara, mabhenji, uye Mapoka ekugamuchira vana vanowanzowana mhedzisiro iri nani kana vachinge vatsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Stanford HAI mukuita
Vagadziri vemitemo vanopinda muHAI policy boot camps kuti vanzwisise AI vasati vanyora mutemo.
Vagadziri vemitemo vanoenda kumisasa yeHAI policy boot camp kuti vanzwisise AI vasati vanyora mutemo Matimu anowanzo kuwana mibairo iri nani kana achinge atsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Stanford HAI mukuita
Vatsvaguri vanoshandisa HAI's Foundation Model Transparency Index kuenzanisa kuti vagadziri vakuru veAI vanoburitsa sei mamodheru avo.
Vatsvagiri vanoshandisa HAI's Foundation Model Transparency Index kuenzanisa nzira iyo vagadziri vakuru veAI vanoburitsa pachena mhando dzavo Matimu anowanzo kuwana mhedzisiro iri nani kana vachinge vatsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Stanford HAI mukuita
Vanachiremba nemasainzi vanobatana kuburikidza nerubatsiro rweHAI vachishandisa AI kukufungidzira kwekurapa uye kutsigirwa kwesarudzo yekiriniki.
Vanachiremba nemasainzi vanoshandira pamwe kuburikidza nerubatsiro rweHAI vachishandisa AI kukufungidzira kwekurapa uye nerutsigiro rwesarudzo dzekiriniki Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura hunhu hwepamberi, kuchengetedza nzira yekukwira kwevanhu yekesi dzemupendero, uye kuronda zvese zvakawanikwa mukubudirira uye kukanganisa kwemitengo nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.