Iyo EU's Regulatory Wall Inosangana neMeta's Decentralized Foshoro: AI's Local, Regulated, uye Paradoxical Ramangwana.
Ipo Brussels yaive mubishi kunyora bhuku rekutonga remangwana reAI, Meta chinyararire yakatsvedza ane simba maAI emhando yakakura kuita fomu rinokwana padhesiki rako. Fungidzira kuti ndeipi ichagadzirisa nyika nekukurumidza? Iyo EU's AI Act, yave kurarama zviri pamutemo, chikara chakakura, chine humbowo, humbowo hwechishuwo chekondinendi chekudzora sango kumadokero kwehungwaru hwekugadzira. Asi sekuoma kweingi pahurongwa hwayo hwakazara, mafambiro eMeta achangoburwa anotyisidzira kupa mahombe ayo akajairika, kana asiri echinyakare, nekuita yakaomesesa AI kuti iwanikwe nenzira dzakajeka dzisingafungidzirwe nevatongi.
Ngativei pachena: iyo EU AI Act haisi diki yekuteerera yekuvandudza. Iyo shanduko yehwaro, yekudzora leviathan yakagadzirirwa kuraira magadzirirwo eAI masisitimu, kugadzirwa, uye kuiswa pasi rose [1]. Kana kambani yako ichishanda mukati kana kunyange * ichidyidzana* neEU, watova parumananzombe. Izvi hazvisi zvekumaka mabhokisi; ndezvekuda kugadzirisazve yako AI portfolio. Uri kupatsanura masisitimu nenjodzi - kubva pa "zvisingagamuchirwe" (funga zvekuverengera munharaunda) kuenda ku "njodzi huru" (zvishandiso zvekurapa, zvakakosha masisitimu) - uye kuita hutongi hwakasimba, pachena, uye matanho emhando yedata [2]. Kutadza kutevedzera, uye uri kutarisa mafaindi anosvika 7% emari yegore negore. Iyo haisi mbama paruoko; ndiko kudimburwa nhengo dzekambani.
Chinangwa chacho chakanaka, hongu. Iyo EU inoda kukurudzira yakavimbika, yemunhu-centric AI. Vanoda kudzivirira algorithmic bias, kuve nechokwadi chekuzvidavirira, uye kuchengetedza kodzero dzakakosha. Iyi "Brussels Effect" zvinoreva kuti mirau yavo ichave yechokwadi yepasirese mwero, ichimanikidza kufunga kwehunhu mukati memusimboti webudiriro kune chero kambani ine zvishuvo zvepasirese. Kune maCTO, izvi zvinoreva kuti hutsva, hunodhura, uye hwakaoma hutongi hweAI uye hunyanzvi hwemutemo hwave husingataurwi. Migwagwa yezvigadzirwa zvako yatowedzera kuomesesa, uye timu yako yezvemitemo ichangowedzera simba.
The Decentralization Bomb
Asi ipapo pane Meta. Ipo muchina wekudzora uchipinda mukuita, Meta ichangodonhedza mhando dzeAI dzine simba, senge Llama nhevedzano, iyo inogona kuvandudzwa kuti ishande nemazvo pane yevatengi-giredhi hardware, kusanganisira imwe GPU [3]. Rega izvozvo zvinyure mukati. Mamodheru ezvikero zvakakosha, ari kushanda paGPU imwe chete. Uku hakusi kubudirira kwehunyanzvi; kudengenyeka kwenyika kwakakosha. Kwemakore, huchenjeri huripo hwave hwekuti AI ine simba zvechokwadi, kunyanya mhando dzemitauro mikuru uye vamiririri, yaizoramba iri iyo yakasarudzika domain ye hyperscaler, yakavharirwa munzvimbo dzakakura, dzine nzara yedata data, inowanikwa chete kuburikidza neAPI mafoni uye mabhiriji emakore. Meta yakangoridza iyo modhi kune smithereens.
Izvi hazvisi zvekuderedza mutengo chete, asi icho chinhu chikuru. Izvo ndezvekuita demokrasi kuwana kune yakaomesesa AI. Fungidzira chizvarwa chitsva che-on-mudziyo AI maapplication asiri kugara achifonera kumba kune gore. Funga wega vabatsiri veAI vanokunzwisisa zvechokwadi pasina kutumira yako yepedyo data kune server purazi muVirginia. Akamisikidzwa masisitimu anoita chaiyo-nguva, yakaoma sarudzo pasina latency. Enterprise mhinduro uko kuvanzika kwedata kwakakosha, uye iyo AI haimbosiya nzvimbo. Iyi haisi "kumucheto AI" chete; i changamire AI yeruzhinji.
Zvinorehwa nekuvandudza zvinhu zvinokatyamadza. Vagadziri, vanotangisa, uye kunyangwe vagadziri vega vanogona ikozvino kuvaka uye kuendesa vane simba AI vamiririri vasingade venture capital war chest kana mutsara wakananga kuAWS. Iyi shanduko inoderedza latency, inoderedza mitengo yekushandisa, uye inoshandura zvakanyanya kuvanzika Calculus. Data inogara munharaunda. Kudzora kunogara munharaunda. Iyo simba inoshanduka inoshanduka kubva kune yepakati gore vanopa kune mudziyo, mushandisi, network yemuno.
The Regulatory Paradox
Apa ndipo panodhumhana nganonyorwa mbiri idzi, dzichigadzira gangaidzo rinonakidza uye rinotyisa. Iyo EU AI Mutemo wakagadzirirwa zvine hungwaru kuitira nyika iyo AI inogadzirwa zvakanyanya uye inoshandiswa neakakura, masangano anozivikanwa, kazhinji ari mugore, uko kuyerera kwedata kunoteedzerwa, uye kutevedzera kunogona kuisirwa munzvimbo dzakadzipwa. Yakagadzirirwa nyika yepakati pekutonga.
Asi chii chinoitika kana vamiririri veAI vane simba vachimhanya pamamiriyoni eGPUs, pamalaptops, masisitimu akaiswa mukati, uye maseva emuno, anogona kugadziridzwa, akakwenenzverwa, kana kuvhurika-sourced nevashandisi? Unoongorora sei modhi yakaomesesa inomhanya paGPU imwechete muhofisi diki yekuseri kwebhizinesi? Iwe unosimbisa sei zvinodikanwa zvekubuda pachena kana mutsara wemodhi ungave uri patchwork yezvakavhurika-sosi zvikamu uye magadzirirwo enzvimbo? Iwo "njodzi huru" zvikamu zvinongoerekana zvanyanya kuoma kutarisa uye kudzora kana iyo AI isiri kugara munzvimbo yakadzorwa yegore.
Hurongwa hweEU, huchiri kudzika midzi, hunonzwa kunge huri kuedza kudzora rwizi nekuvaka madhamu panzvimbo yarwo, sezvo rwizi irworwo rwave kuda kupaza mahombekombe arwo nekuzadza nyika yese. Iyo "Brussels Effect" inogona kuramba iine simba pamusoro pekutumirwa kukuru kwemakambani, asi iyo "Meta Mhedzisiro" inowanikwa zvakanyanya, ine simba AI inogona kugadzira yakakura, isina kudzorwa hupfumi hwemumvuri weAI application.
The CTO's Tightrope Walk
Kune maCTO uye mainjiniya anotungamira, izvi zvinopa yakakura tambo yekufamba. Kune rimwe divi, EU AI Act inoda kuomarara, inodhura, uye kazhinji inononoka kutevedzera. Iwe * unofanirwa * kuisa mari mukutonga kweAI, kuongorora njodzi, uye maitiro ehutsika [4]. Zvikwata zvako zvepamutemo uye zvekuteerera zvave zvakakosha kune yako AI zano. Kuregeredza uku kuzviuraya kwemari.
Kune rumwe rutivi, Meta ichangobva kuzarura magedhi emvura kune zvitsva zvisati zvamboitika pamucheto. Mukana wekuvaka nekukurumidza, zvakachipa, zvakanyanya kuvanzika, uye zvakanyanya kusimba zveAI zvikumbiro zvakakura. Mukana wekukwikwidza wekushandisa simba remuno AI inogona kushandura [5]. Fungidzira nyika iyo marobhoti ako eindasitiri anodzidza uye kuchinjika pasi pefekitori pasina kutumira data inoshanda kune wechitatu bato, kana uko yako yevatengi sevhisi AI inobata mibvunzo yakaoma zvachose pa-nzvimbo, ichidzivirira kuvanzika kwevashandisi nedhizaini.
Dambudziko nderekuyananisa masimba maviri aya. Iwe unogashira sei iro rakagovaniswa simba remupendero AI panguva imwe cheteyo uchivimbisa kutevedza nekuwedzera kuomarara, uye kazhinji makore-centric, mirau? Iri harisi dambudziko rehunyanzvi; inyanzvi. Inoda rudzi rutsva rwemugadziri weAI - uyo anonzwisisa kwete chete optimization yemuenzaniso uye kuendesa, asiwo hurongwa hwekutonga, hutongi hwedata, uye zvinorehwa nehunhu pane granular, mudziyo-chikamu.
Ramangwana reAI haringori remhando hombe kana kukurumidza machipisi. Iri pamusoro pekukakavadzana kwakakosha pakati pekutonga kwepakati uye simba rakaiswa. Iyo EU inoda kuvaka gadheni rakachengeteka, rinofanotaurwa reAI. Meta yakangotambidza munhu wese mhodzi dzesango. Kufambisa iyi mamiriro matsva kuchatsanangura makore gumi anotevera ehutungamiriri hwe tech.
Zvinyorwa
[1] European Parliament, Council of the European Union - Regulation (EU) 2024/1689 paArtificial Intelligence (AI Act) - https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32024R1689 [2] PwC - Iyo EU AI Act: Gwaro rinoshanda rekutevedzera - https://www.pwc.com/gx/en/issues/data-privacy/eu-ai-act.html [3] Meta AI — Llama 2: Vhura Nheyo uye Yakanaka-Yakagadziridzwa Chat Models — https://ai.meta.com/research/publications/llama-2-open-foundation-and-fine-tuned-chat-models/ [4] Gartner - Yepamusoro Strategic Tekinoroji Mafambiro e2024: AI Trust, Risk uye Chengetedzo Management (AI TRiSM) - https://www.gartner.com/en/articles/top-strategic-technology-trends-for-2024 [5] McKinsey & Kambani - Iko kugona kwehupfumi kwekugadzira AI: Iyo inotevera goho muganho - https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier