{"id":29116,"date":"2021-05-16T21:31:26","date_gmt":"2021-05-16T19:31:26","guid":{"rendered":"https:\/\/www.investglass.com\/?p=29116"},"modified":"2025-03-21T05:51:36","modified_gmt":"2025-03-21T04:51:36","slug":"udviklingen-af-ai-kan-investeringsmoral-programmeres","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/da\/the-evolution-of-ai-can-investment-morality-be-programmed\/","title":{"rendered":"Udviklingen af AI: Kan investeringsmoral programmeres?"},"content":{"rendered":"

Tilbage fra Kina - InvestGlass<\/a> blev inviteret af Swissnex og den schweiziske ambassade til at pr\u00e6sentere sin udvikling inden for kunstig intelligens i Kina. Et fantastisk roadshow arrangeret af Felix Moesner, schweizisk konsul og CEO for Swissnex i Kina, og hans team. Et tredages roadshow i tre byer, Shang Hai, Hong Kong og Beijing. Hver aften arrangerede Swissnex en rundbordssamtale, hvor schweiziske og kinesiske AI-specialister blev konfronteret. <\/p>\n\n\n\n\n\n

Mediekredit - Felix Moesner swissnex China CEO | Konsul swissnexChina.org<\/em><\/p>\n\n\n\n

Tidlig frygt omkring robotr\u00e5dgivere. <\/strong><\/h2>\n\n\n\n

Den tidlige frygt omkring Robotr\u00e5dgivere<\/a> var, at teknologien ville erstatte bankfolkenes arbejde. Vi ved nu, at en robot kan filtrere information hurtigere end et menneske. N\u00e5r det g\u00e6lder et bestemt problem, vil en robot reagere hurtigere og smartere end et menneske ... men i virkeligheden har robotterne ikke engang form\u00e5et at erobre 1% markedsandel af de investerbare aktiver! M\u00e5ske fordi det, vi kaldte robotter, ofte var Markedsf\u00f8ring<\/a> et spil for galleriet. De faktiske kunder hos robotr\u00e5dgivere i detailhandlen er \u201cselvstyrende\u201d, teknologikyndige kunder i alderen 30-50 \u00e5r - ikke ligefrem hvem som helst.<\/p>\n\n\n\n

Forstyrrelser er synlige i b\u00e5de \u201cr\u00e5dgivning\u201d og \u201cdiskretion\u00e6rt portef\u00f8ljemandat\u201d. Spillet g\u00e5r ud p\u00e5 at fremskynde tilpasningen af portef\u00f8ljens rebalancering. Det, vi har bem\u00e6rket i Europa, er opblomstringen af institutionelle robotter. En ny generation af institutionelle forvaltere, der opbygger modelportef\u00f8ljer, som man forbinder med investeringsforvaltningsplatforme som InvestGlass. En ny generation af uafh\u00e6ngige finansielle r\u00e5dgivere, der outsourcer investeringsbeslutningsprocessen: Fremstillet i Roma, designet i Z\u00fcrich<\/em>. Vi lader sp\u00f8rgsm\u00e5let om kvalitetskontrol ligge indtil videre.<\/p>\n\n\n\n

Hastighed er afg\u00f8rende. I Schweiz er konto\u00e5bning stadig et dilemma for compliance-afdelingen, hvilket frustrerer digitale kunder - is\u00e6r udenlandske investorer. Men ansigtsgenkendelsesteknikker og g\u00f8r-det-selv-sp\u00f8rgeskemaer kan \u00f8ge tempoet for konto\u00e5bning og compliance-tjek. Fra et par uger... til et par dage... I Kina indsamler WeChat, der svarer til vores WhatsApp-chatapplikation, s\u00e5 mange oplysninger, at kreditvurderings- og udl\u00e5nsprocessen er helt nede p\u00e5 30 minutter! Data og kunstig intelligens forklarer en del af det, men en anden grund er langsom API-anvendelse i Schweiz samt traditionelle it-leverand\u00f8rers modvilje mod at \u00e5bne portene til tredjeparts-API'er. <\/p>\n\n\n\n

Ligesom vores kinesiske kolleger mener vi, at robotisering er det f\u00f8rste skridt til at fremskynde manuelle, gentagne opgaver med lav merv\u00e6rdi. At reducere et dusin medarbejdere til kun \u00e9n med et godt bundt InvestGlass + API + Fintech-partnerleverand\u00f8rer. Investorer vil betjenes, som de ville blive det p\u00e5 en Starbucks. Modulariteten af data, applikationer og AI er obligatorisk for at tilbyde en Massetilpasset oplevelse<\/em>. De \u00f8nsker, at deres bestilling skal f\u00f8les \u201cunik\u201d - med respekt for et dagligt ritual, hvor kunden er konge. Fintech SAAS og nu BAAS <\/a>er fremtiden!<\/p>\n\n\n\n

Stor Americano, sojam\u00e6lk, fedtfattig.<\/strong><\/h2>\n\n\n\n

Siden den nye europ\u00e6iske forordning, MIFID2, er finansielle produkters risici blevet gransket og skal sammenlignes med kundernes n\u00f8gleoplysninger (KYC m.m.). Ville en Starbucks-s\u00e6lger sp\u00f8rge dig, om du er koffein-, m\u00e6lke- eller aspartamintolerant? Ville en l\u00e6ge tjekke din allergirisiko, succesrate for helbredelse og DNA-kompatibilitet, f\u00f8r han udskriver medicin til dig? Det forventer vi, at bankfolk g\u00f8r. Uden kunstig intelligens<\/a>, er denne proces bare umulig! Vi fandt ud af, at Kinas finanstilsyn ikke kr\u00e6ver dette niveau af risikokontrol og prisgennemsigtighed ... endnu. Men han l\u00e6gger pres p\u00e5 leverand\u00f8rer af fastforrentede produkter, der garanterer ekstremt attraktive afkast ... robotter og administrerede portef\u00f8ljer<\/a> kan hj\u00e6lpe. <\/p>\n\n\n\n

I Europa er ingredienser standard, og det giver mere fleksibilitet til rebalancering af robotmodeller. Med \u00e9n knap kan en trader rebalancere 5.000 kunder p\u00e5 \u00e9n gang og tjekke 5.000 KYC p\u00e5 \u00e9n gang. Det reducerer en hel dags arbejde til en eller to timer takket v\u00e6re AI i banken. Det betyder ikke, at folk kommer til at miste deres job. Det betyder, at de administrative opgaver bliver mere effektive. Jobbeskrivelsen vil \u00e6ndre sig - r\u00e5dgiverne vil fokusere p\u00e5 opgaver med h\u00f8j v\u00e6rdi. Opkald, empati, historiefort\u00e6lling, opbygning af f\u00e6llesskaber osv.<\/p>\n\n\n\n

AI transformerer formueforvaltning ved at \u00f8ge effektiviteten. Tradere kan nu rebalancere\u00a05.000 kunder<\/strong>\u00a0og adf\u00e6rd\u00a05.000 KYC-kontroller<\/strong>\u00a0i bare\u00a01-2 timer<\/strong>\u00a0i stedet for en hel dag. Dette skift fjerner ikke jobs, men\u00a0omdefinerer r\u00e5dgivernes roller<\/strong>, med fokus p\u00e5\u00a0Kundeinteraktion, empati og strategi<\/strong>. Over\u00a066% af CFA'er<\/strong>\u00a0mener, at AI forbedrer deres arbejde. (financialadvisortransitions.com<\/a>). AI-drevne virksomheder rapporterer\u00a015-20% h\u00f8jere kundetilfredshed<\/strong>\u00a0og\u00a030-40% lavere driftsomkostninger<\/strong>, Det g\u00f8r formueforvaltningen mere effektiv.<\/p>\n\n\n\n

Og hvad med robotter? Kan en robot f\u00f8le empati? Eller underholde et menneskeligt f\u00e6llesskab? Kan vi v\u00e6re rationelle uden f\u00f8lelser? Det tror vi ikke endnu. F\u00f8lelser er dynamiske vurderinger med genkendelige ligheder eller fakta. Maskiner kan udvise en vis empati, hvis de efterligner vores m\u00e5l.<\/p>\n\n\n\n

Vi mennesker giver maskinerne \u201cautomorfisme\u201d. Digital banking er nu en realitet.<\/a><\/p>\n\n\n\n

Det er det manglende led i robotternes evne til at forudsige, hvad vi har brug for for at f\u00f8le os godt tilpas. Naturligvis giver vi robotterne en vis flokempati. R\u00e5dgivernes frygt b\u00f8r ikke l\u00e6ngere handle om KYC-problemer, kontantoverf\u00f8rsler og portef\u00f8ljeoml\u00e6gninger ... Det b\u00f8r handle om, hvilken rolle de \u00f8nsker at spille i denne nye robot\/menneske-flok ... et cyborg-milj\u00f8.<\/p>\n\n\n\n

Robotter er programmerede. <\/strong><\/h2>\n\n\n\n

Ved hver Swissnex-aften i Kina stillede publikum det samme sp\u00f8rgsm\u00e5l: \u201cEr det muligt, at robotter en dag vil vinde over mennesker?\u201d <\/p>\n\n\n\n

Mit svar var klart: \u201cJa, det g\u00f8r de allerede i mange henseender\u201d. Robotter er programmeret til at vinde over mennesker, i det mindste n\u00e5r vi mennesker forst\u00e5r den proces, der skal optimeres ... for resten er det langt fra virkeligheden, bare fordi vi stadig ikke forst\u00e5r hele vores hjerne, uafh\u00e6ngige organer osv ... Desuden vil robotter blive programmeret med flok- og empatikomponenter til at afspejle og generere f\u00f8lelser. Feltet \u201caffektiv computing\u201d er i \u00f8jeblikket der, hvor InvestGlass<\/a> fokuserer sin forskningsindsats.<\/p>\n\n\n\n

Den gode nyhed er, at kunstig intelligens<\/a> kunne v\u00e6re empatisk. Empatisk betyder at forst\u00e5 en andens f\u00f8lelser baseret p\u00e5 en andens referencer. <\/p>\n\n\n\n

Moralske v\u00e6rdier beregnes ogs\u00e5 inde i maskinen. <\/strong><\/h2>\n\n\n\n

Affective computing bruges til at opdage f\u00f8lelser, optage f\u00f8lelser i dialog og derefter generere s\u00e6tninger i investeringsillustrationer. Det er muligt at efterligne f\u00f8lelser, og det \u00f8ger trov\u00e6rdigheden af en investeringsanmodning. Hos InvestGlass er f\u00f8lelsesm\u00e6ssig optimering et vigtigt emne inden for forskning og udvikling. Forst\u00e5else af moralske v\u00e6rdier er ikke en selvf\u00f8lge. <\/p>\n\n\n\n\n\n

Etiske beslutninger er baseret p\u00e5 vores kultur. Det er klart, at information ikke er data. Dette var den st\u00f8rste kontrovers i Kina. De kinesiske talere mente, at problemet skulle l\u00f8ses ved hj\u00e6lp af datam\u00e6ngde, mens de schweiziske g\u00e6ster, muligvis med Cambridge Analytica og GDPR in mente, mente, at en smidig algoritme og lidt forst\u00e6rkningsl\u00e6ring kunne v\u00e6re nok. Faktisk er kontekstbevidsthed n\u00f8glen. Hvis vi siger, at det er 25\u00b0, er disse data ikke tilstr\u00e6kkelige. Vi er n\u00f8dt til at vide, om det er \u00b0C eller \u00b0F. 25\u00b0 C er de rigtige data. Men n\u00e5r vi siger, at det er 25\u00b0C, er temperaturen ER GODT<\/em>. At sige, at det er behageligt, betyder, at vi placerer os selv i en kontekst, hvor 25\u00b0C er normalt. Fugtig sommer i ShangHai versus t\u00f8r sommer i Gen\u00e8ve?<\/p>\n\n\n\n

Hos InvestGlass fokuserer vi vores AI-algoritme p\u00e5 overv\u00e5get og forst\u00e6rkende l\u00e6ring - og overlader ikke-overv\u00e5get til mere on-demand-tilpasninger s\u00e5som genkendelse af handelsm\u00f8nstre og genkendelse af m\u00f8nstre i opkaldsrapporter for at forbedre kundesegmenteringen.<\/p>\n\n\n\n

Selv med sm\u00e5 data i forhold til den \u201cstore kinesiske datamesse\u201d kan vi forbedre de finansielle r\u00e5dgiveres effektivitet ved at forst\u00e5 de moralske v\u00e6rdier i forbindelse med investering, donation, udl\u00e5n og opsparing. Naturligvis spiller matematik og data en rolle, men tilf\u00e6ldigheder, moralske vaner, sociale normer og finansielle regler har ogs\u00e5 indflydelse p\u00e5, hvordan man tr\u00e6ffer en optimal beslutning.<\/p>\n\n\n\n

Det er muligt at programmere og individualisere investeringsmoral.<\/p>","protected":false},"excerpt":{"rendered":"

Back from China – InvestGlass was invited by Swissnex and the Swiss Embassy to present its artificial intelligence developments in China. An amazing roadshow organized by Felix Moesner, Swiss Consul & Swissnex China CEO and his team. A three days roadshow, in three cities, Shang Hai, Hong Kong, and Beijing. Each night Swissnex organized a round table […]<\/p>\n","protected":false},"author":1,"featured_media":29117,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[55],"class_list":["post-29116","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-artificial-intelligence"],"yoast_head":"\nCan Investment Morality be Programmed? - InvestGlass<\/title>\n<meta name=\"description\" content=\"The Evolution of AI: Can Investment Morality be Programmed? - InvestGlass\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.investglass.com\/da\/udviklingen-af-ai-kan-investeringsmoral-programmeres\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Evolution of AI: Can Investment Morality be Programmed?\" \/>\n<meta property=\"og:description\" content=\"Back from China - InvestGlass was invited by Swissnex and the Swiss Embassy to present its artificial intelligence developments in China. 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