Dze HN: RunAnywhere (YC W26) – AI Nutsotso kabakaba wu le Apple Silicon dzi

Míexɔ mi nyuie ɖe On-Device AI ƒe Etsɔme

AI ƒe nutsotso si le kabakaba wu, si wɔa dɔ nyuie wu ƒe duɖimekekea le dzo dam, eye wòle ʋuʋum tso alilikpoa gbɔ hele míaƒe kplɔ̃wo dzi—kple míaƒe akɔta. Le dɔwɔlawo kple asitsala siwo le AI-ŋusẽ ƒe dɔwɔɖoɖowo tum gome la, gazazã gã kple alilikpo dzi GPU ƒe kpɔɖeŋuwo ƒe ɣeyiɣi didi nye mɔxenu veviwo. Ge ɖe RunAnywhere me, si nye gɔmedzedze yeye aɖe tso Y Combinator W26 ƒe hatsotso si le turbocharging AI inference le hardware kakɛ aɖe si le ame miliɔn geɖe si xoxo dzi: Apple Silicon. Woƒe dɔdasi le bɔbɔe gake ŋusẽ le eŋu: be woaʋu M-series chips siwo le Macwo me ƒe ŋutete blibo si womewɔ dɔ tsoe o, si ana nutoa me AI ƒe ŋgɔyiyi kple wo zazã nawɔ kabakaba ŋutɔ eye wòaɖe gazazã dzi akpɔtɔ.

Ŋgɔyiyi sia nye nu yeyewo dodo ɖe ŋgɔ ƒomevi si míeʋlia ta le Mewayz ƒe lãwo ƒe agbenɔnɔ ƒe ɖoɖoa me ƒe kpɔɖeŋu deblibo. Míexɔe se be asitsatsa ƒe etsɔme le dɔwɔnu siwo wowɔna le ɖoɖo nu, siwo wɔa dɔ aduadu, siwo doa ŋusẽ ƒuƒoƒowo be woatu dɔwɔwɔ ƒe ɖoɖo sẽŋuwo ɖo evɔ womatsɔ wo ade nudzrala ɖeka me o la me. RunAnywhere ƒe mɔ̃ɖaŋununya sɔ kple ŋutega sia nyuie, si na gɔmeɖoanyi ƒe ƒuƒoƒo si ateŋu ana ŋusẽ dzidzime yeye si le mɔ̃ dzi AI dɔwɔɖoɖowo me le modular business OS me.

Nusitae On-Device AI Inference nye Fefe-Tɔtrɔ

Le blema la, AI ƒe kpɔɖeŋu sesẽwo wɔwɔ bia be woaɖo nyatakakawo ɖe adzɔge dɔwɔƒe sesẽ siwo le alilikpoa me. Togbɔ be mɔnu sia wɔa dɔ nyuie hã la, kuxi siwo le eme hã le eme: ɣeyiɣi si woatsɔ awɔ dɔe ne wole ŋuɖoɖo lalam, dɔwɔwɔ ƒe gazazã siwo yia edzi si dzina ɖe edzi ne wozãe, kple nyatakakawo ƒe adzamenyawo ŋuti dzitsitsi siwo ate ŋu ado mo ɖa. Apple Silicon Macs, kple woƒe ŋkuɖodzinu ƒe xɔtuɖaŋu ɖekawɔwɔ kple Neural Engines sẽŋuwo, tsɔ mɔnu bubu si ŋu kakaɖedzi le la ɖo ŋkume. Gake ewɔlawo dze agbagba vevie be yewoawɔ mɔ̃ɖaŋunu sia ŋudɔ bliboe, eye zi geɖe la, woɖonɛ be yewoawɔ dɔ nyuie o. RunAnywhere kpɔa esia gbɔ to kɔmpiutadziɖoɖowo ƒe ƒuƒoƒo deŋgɔ aɖe nana me si naa kpɔɖeŋuwo nyona ɖe edzi be woawɔ dɔ natively le Apple ƒe xɔtunuwo dzi, si naa duƒuƒu kple dɔwɔwɔ nyuie wu.

Alesi RunAnywhere Ʋua Dɔwɔwɔ ƒe Kɔkɔtɔ

RunAnywhere menye agbalẽ xatsaxatsa bɔbɔe aɖe ko na xɔtuɖoɖo siwo li xoxo o. Agbalẽtaƒea ku nu me tsitotsito le Apple ƒe chips ƒe xɔtuɖaŋu ŋu be woawɔ nuƒoƒoƒula kple dɔwɔwɔ ƒe ɣeyiɣi si aɖe dɔwɔwɔ ƒe kuxiwo ɖa. Woƒe lãmi ɣaɣla la lɔ mɔnu si me nu vovovowo le ɖe eme:

ƒe nyawo
• Advanced Kernel Fusion: Dɔwɔwɔ geɖewo ƒoƒo ƒu ɖe kernel ɖeka, si wowɔ nyuie wu me be woaɖe ŋkuɖodzinu ƒe ʋuʋu dzi akpɔtɔ eye wòana akɔntabubu ƒe dɔwɔwɔ nadzi ɖe edzi le GPU kple Neural Engine dzi.
• Nunya ƒe Ŋkuɖodzinyawo Dzikpɔkpɔ: Apple Silicon ƒe ŋkuɖodzinu ɖekawɔwɔ zazã bliboe, si ɖea gazazã si do ƒome zi geɖe kple nyatakakawo tsɔtsɔ yi CPU kple GPU dome dzi kpɔtɔna ŋutɔ.
• Hardware-Specific Optimizations: Akɔntabubuwo tɔtrɔ ɖe M-series chip ɖesiaɖe ƒe nu vevi tɔxɛwo (CPU, GPU, NE) nu, akpɔ egbɔ be dɔwɔwɔ ƒe agba nyuitɔ yi chip la ƒe akpa si sɔ le ɣeyiɣi nyuitɔ dzi.

Emetsonua nye nuteƒekpɔkpɔ si me kuxi aɖeke mele o na dɔwɔlawo. Woate ŋu axɔ kpɔɖeŋu siwo wozãna ɖaa eye, ne wowɔ tɔtrɔ suetɔ kekeake le kɔpi ŋu la, woawɔ wo kabakaba zi gbɔ zi 2-5 wu egbɔkpɔnu siwo nɔ anyi va yi. Dɔwɔwɔ ƒe ŋgɔyiyi sia na wònya wɔ be woawɔ mɔ̃ siwo lolo wu, siwo de ŋgɔ wu le nutoa me, si ʋu mɔnukpɔkpɔ yeyewo ɖi na odio kple video ƒe dɔwɔwɔ le ɣeyiɣi ŋutɔŋutɔ me, kɔpi wɔwɔ sesẽwo, kple bubuwo.

RunAnywhere tsɔtsɔ de Modular Business OS me

Xexemenunya si le megbe na Mewayz enye be ele be dɔwɔnu nyuitɔwo nawɔ dɔ ɖekae le mɔ si me kuxi aɖeke mele o nu be woawɔ dɔwɔɖoɖo sẽŋu si te ŋu trɔna bɔbɔe na wò dɔwɔƒea. RunAnywhere nye quintessential "module" le ŋutega sia me. Kpɔe ɖa le susu me be nyatakakawo ƒe asitsatsa ƒe ƒuƒoƒo aɖe le Mewayz zãm: agbalẽŋlɔla ateŋu azã AI kpeɖeŋutɔ, si ŋu RunAnywhere na ŋusẽ le le nutoa me, atsɔ awɔ kɔpi si woŋlɔ ɖi megbedede aɖeke manɔmee. Le ɣeyiɣi ma ke me la, nudzralawo ƒe ƒuƒoƒoa ateŋu akpɔ CRM ƒe ƒoƒo ɖekae si zãa AI si le mɔ̃a dzi tsɔ kua kaƒoƒo ƒe nuŋlɔɖiwo me eye wòdoa aɖaŋu le afɔɖeɖe siwo kplɔe ɖo ŋu le ɣeyiɣi ŋutɔŋutɔ me, wo katã womaƒo gotagome dɔwɔƒe aɖeke gbeɖe o.

ƒe nyawo "To AI ƒe nutsotso tsɔtsɔ tso alilikpo me yi nugbɔ me la, menye ɖeko míele duƒuƒu nyom ɖe edzi ko o; míele dɔ wɔm na ame ŋutɔ ƒe dɔwɔɖoɖo siwo wɔa dɔ nyuie, eye womexɔa ga geɖe o ƒe hatsotso yeye aɖe. Esia nye tɔtrɔ vevi aɖe na dɔwɔlawo kple asitsalawo siaa."

Nutoa me gbãtɔ ƒe mɔnu sia sɔ pɛpɛpɛ kple Mewayz ƒe ɖokuitsɔtsɔna be yeakpɔ nyatakakawo ƒe ɖokuisinɔnɔ kple zãlawo ƒe adzamenyawo gbɔ kpɔkpɔ. Asitsahawo ateŋu atu dɔwɔwɔ ƒe ɖoɖo siwo me nunya le esi wonya be yewoƒe nyatakaka siwo nye yewo tɔ gakpɔtɔ le dedie le yewo ŋutɔ yewoƒe mɔ̃wo dzi, esime wogale viɖe kpɔm tso AI ƒe kpɔɖeŋu deŋgɔwo ƒe ŋusẽ me.

Mɔ si le ŋgɔ na Nutoa me AI ƒe ŋgɔyiyi

RunAnywhere ƒe gɔmedzedze nye nu vevi aɖe le AI ƒe demokrasi me. To Apple Silicon wɔwɔ be wòanye AI ƒe nutsotso ƒe mɔnu gbãtɔ me la, wole ŋusẽ nam dɔwɔƒewo kple dɔwɔƒe geɖe wu be woatu nunya ƒe nɔnɔmewo ahawɔ wo ŋudɔ. Esi agbalẽdzraɖoƒe si me wodoa alɔe ƒe kpɔɖeŋuwo le tsitsim eye nuwo ƒe nyonyome va le ŋgɔ yim wu la, míate ŋu akpɔ mɔ be míakpɔ dɔwɔnu yeye siwo le kabakaba wu, siwo nye ame ŋutɔ tɔ, eye wo zazã mexɔ asi boo o ƒe wowó.

Le Mewayz nutoa me tɔwo gome la, esia fia be dɔwɔnu siwo nèzãna tsɔ kpɔa wò dɔwɔƒea dzi la le aɖaŋudzedze geɖe wu ge eye woawɔ dɔ nyuie wu. Mɔ̃ɖaŋununyawo abe RunAnywhere ene ƒe tsɔtsɔ de míaƒe modular OS me tẽ ana ƒuƒoƒowo nawɔ dɔwɔwɔ ƒe ɖoɖo siwo wowɔ ɖe ɖoɖo nu vavã eye nunya le eme, si aʋu mɔ na dɔwɔwɔ ƒe etsɔme si awɔ dɔ nyuie wu eye wòasesẽ wu. Ɣeyiɣi si me frictionless, on-device AI la va ɖo.

Nyabiase Siwo Wobiana Enuenu

Míexɔ mi nyuie ɖe On-Device AI ƒe Etsɔme

AI ƒe nutsotso si le kabakaba wu, si wɔa dɔ nyuie wu ƒe duɖimekekea le dzo dam, eye wòle ʋuʋum tso alilikpoa gbɔ hele míaƒe kplɔ̃wo dzi—kple míaƒe akɔta. Le dɔwɔlawo kple asitsala siwo le AI-ŋusẽ ƒe dɔwɔɖoɖowo tum gome la, gazazã gã kple alilikpo dzi GPU ƒe kpɔɖeŋuwo ƒe ɣeyiɣi didi nye mɔxenu veviwo. Ge ɖe RunAnywhere, gɔmedzedze yeye tso Y Combinator W26 batch si le turbocharging AI nutsotso le hardware kakɛ miliɔn geɖe si xoxo: Apple Silicon. Woƒe dɔdasi le bɔbɔe gake ŋusẽ le eŋu: be woaʋu M-series chips siwo le Macwo me ƒe ŋutete blibo si womewɔ dɔ tsoe o, si ana nutoa me AI ƒe ŋgɔyiyi kple wo zazã nawɔ kabakaba ŋutɔ eye wòaɖe gazazã dzi akpɔtɔ.

Nusitae On-Device AI Inference nye Fefe-Tɔtrɔ

Le blema la, AI ƒe kpɔɖeŋu sesẽwo wɔwɔ bia be woaɖo nyatakakawo ɖe adzɔge dɔwɔƒe sesẽ siwo le alilikpoa me. Togbɔ be mɔnu sia wɔa dɔ nyuie hã la, kuxi siwo le eme hã le eme: ɣeyiɣi si woatsɔ awɔ dɔe ne wole ŋuɖoɖo lalam, dɔwɔwɔ ƒe gazazã siwo yia edzi si dzina ɖe edzi ne wozãe, kple nyatakakawo ƒe adzamenyawo ŋuti dzitsitsi siwo ate ŋu ado mo ɖa. Apple Silicon Macs, kple woƒe ŋkuɖodzinu ƒe xɔtuɖaŋu ɖekawɔwɔ kple Neural Engines sẽŋuwo, tsɔ mɔnu bubu si ŋu kakaɖedzi le la ɖo ŋkume. Gake ewɔlawo dze agbagba vevie be yewoawɔ mɔ̃ɖaŋunu sia ŋudɔ bliboe, eye zi geɖe la, woɖonɛ be yewoawɔ dɔ nyuie o. RunAnywhere kpɔa esia gbɔ to kɔmpiuta dɔwɔɖoɖo deŋgɔ aɖe si naa mɔ̃wo ƒe wɔwɔmewo nyona ɖe edzi be woawɔ dɔ le wo ɖokui si le Apple ƒe xɔtunuwo dzi, si naa duƒuƒu kple dɔwɔwɔ nyuie wu.

Alesi RunAnywhere Ʋua Dɔwɔwɔ ƒe Kɔkɔtɔ

RunAnywhere menye agbalẽ xatsaxatsa bɔbɔe aɖe ko na xɔtuɖoɖo siwo li xoxo o. Agbalẽtaƒea ku nu me tsitotsito le Apple ƒe chips ƒe xɔtuɖaŋu ŋu be woawɔ nuƒoƒoƒula kple dɔwɔwɔ ƒe ɣeyiɣi si aɖe dɔwɔwɔ ƒe kuxiwo ɖa. Woƒe lãmi ɣaɣla la lɔ mɔnu si me nu vovovowo le ɖe eme:

RunAnywhere tsɔtsɔ de Modular Business OS me

Xexemenunya si le megbe na Mewayz enye be ele be dɔwɔnu nyuitɔwo nawɔ dɔ ɖekae le mɔ si me kuxi aɖeke mele o nu be woawɔ dɔwɔɖoɖo sẽŋu si te ŋu trɔna bɔbɔe na wò dɔwɔƒea. RunAnywhere nye quintessential "module" le ŋutega sia me. Kpɔe ɖa le susu me be nyatakakawo ƒe asitsatsa ƒe ƒuƒoƒo aɖe le Mewayz zãm: agbalẽŋlɔla ateŋu azã AI kpeɖeŋutɔ, si ŋu RunAnywhere na ŋusẽ le le nutoa me, atsɔ awɔ kɔpi si woŋlɔ ɖi megbedede aɖeke manɔmee. Le ɣeyiɣi ma ke me la, nudzralawo ƒe ƒuƒoƒoa ateŋu akpɔ CRM ƒe ƒoƒo ɖekae si zãa AI si le mɔ̃a dzi tsɔ kua kaƒoƒo ƒe nuŋlɔɖiwo me eye wòdoa aɖaŋu le afɔɖeɖe siwo kplɔe ɖo ŋu le ɣeyiɣi ŋutɔŋutɔ me, wo katã womaƒo gotagome dɔwɔƒe aɖeke gbeɖe o.

Mɔ si le ŋgɔ na Nutoa me AI ƒe ŋgɔyiyi

RunAnywhere ƒe gɔmedzedze nye nu vevi aɖe le AI ƒe demokrasi me. To Apple Silicon wɔwɔ be wòanye AI ƒe nutsotso ƒe mɔnu gbãtɔ me la, wole ŋusẽ nam dɔwɔƒewo kple dɔwɔƒe geɖe wu be woatu nunya ƒe nɔnɔmewo ahawɔ wo ŋudɔ. Esi agbalẽdzraɖoƒe si me wodoa alɔe ƒe kpɔɖeŋuwo le tsitsim eye nuwo ƒe nyonyome va le ŋgɔ yim wu la, míate ŋu akpɔ mɔ be míakpɔ dɔwɔnu yeye siwo le kabakaba wu, siwo nye ame ŋutɔ tɔ, eye wo zazã mexɔ asi boo o ƒe wowó.