Hoe AI bedrijven kunnen leren van de menselijke eigenschap onvolmaaktheid


Hoe AI bedrijven kunnen leren van de menselijke eigenschap onvolmaaktheid

Introductie

Kunstmatige intelligentie (KI) speelt een steeds grotere rol in het bedrijfsleven. KI-systemen staan steeds vaker in staat om taken met meer complexiteit uit te voeren dan ooit tevoren. Hoewel KI een zeer nuttig hulpmiddel is, hebben veel bedrijven het moeilijk met de gedachte dat hun kritieke bedrijfsactiviteiten geautomatiseerd worden door machines. Als bedrijven KI willen gebruiken om complexe taken te vervullen, realiseert de meerderheid van hen zich niet dat er fundamentele verschillen zijn tussen machines en mensen. In dit artikel zullen we kijken naar hoe energiebedrijven kunnen leren van de menselijke neiging tot onvolmaaktheid, en hoe ze KI kunnen toepassen om hun procedures te verbeteren.

Verschil tussen menselijke en kunstmatige intelligentie

De meeste mensen begrijpen waar KI mee gemoeid is, maar weinig mensen realiseren zich hoe verschillend KI is van menselijke intelligentie. Om dit verschil te laten zien, laten we het even uitleggen. KI is een computerprogramma dat is geprogrammeerd om een bepaalde set taken uit te voeren, gebaseerd op vooraf ingestelde regels. Omdat computers geen kritische denkvaardigheden hebben, staan ze niet in staat om complexere taken te verrichten, zoals de menselijke Gehoorzamen, Pathologisch Redeneren of Logisch Redeneren. AI-processen zijn echter veel sneller dan hun menselijke tegenhangers. Dit betekent dat AI-bedrijven in staat zijn om meer kritische taken uit te voeren in minder tijd!

De waarde van onvolmaaktheid

Hoewel een computer niet in staat is om zelfkritische denkprocessen uit te voeren, staan menselijke krachten nog steeds in staat om waardevolle inzichten te bieden over de data en informatie waarmee KI wordt uitgerust. Deze inzichten komen voort uit het menselijke vermogen om ‘ongeperfectioneerde’ input te produceren – veranderlijke input die afhankelijk is van emoties, sociale context of andere variabelen. Dit betekent dat AI-bedrijven kunnen profiteren van de menselijke kwaliteit van onvolmaaktheid door mensen en machines te combineren om nog nauwkeurigere inzichten te verwerven.

Menselijke kracht en AI-kracht bundelen

Door mensen en AI te combineren, kunnen bedrijven grote voordelen behalen als het gaat om bedrijfstaken. Menselijke kracht kan worden gecombineerd met AI-kracht om individuele taken sneller uit te voeren en de kans op fouten te verminderen. AI-bedrijven kunnen bijvoorbeeld mensen inzetten om interessante gegevenssets uit te zoeken en deze te analyseren, terwijl AI-systemen kunnen worden gebruikt om deze gegevenssets te verwerken en te verfijnen. Dit gezamenlijk proces kan ervoor zorgen dat bedrijven naar een hoger niveau kunnen komen, waarbij de combinatie van menselijke en AI-kracht ervoor zorgt dat processen flexibel en effectief zijn.

Gebruik maken van AI-ondersteunende technologie

Een andere manier waarop AI-bedrijven kunnen leren van de menselijke eigenschap onvolmaaktheid is door gebruik te maken van AI-ondersteunende technologie. Er zijn diverse technologieën die het gemakkelijker maken om machines en mensen samen te laten werken. Bijvoorbeeld, Artificial Intelligence-enabled (AIE) processen kunnen erfelijke algoritmen gebruiken om analytische modellen te bouwen, waardoor bedrijven betere resultaten zouden moeten behalen. AIE-software kan bedrijven ook in staat stellen om taken intelligent te ondersteunen, waarbij AI-ondersteunde workflow-oplossingen worden geïntegreerd om de productiviteit te verhogen.

Ondersteuning bieden aan mensen die AI gebruiken

Hoewel er veel voordelen zijn verbonden aan het gebruik van kunstmatige intelligentie, lopen bedrijven het risico dat veel processen uitsluitend worden uitgevoerd door machines. Hoewel AI een geweldige hulpbron is voor bepaalde taken, moeten bedrijven ervoor zorgen dat er een menselijk element blijft bestaan in hun processen. Een goede manier om dit te doen is door mensen te helpen die betrokken zijn bij het gebruik van AI te helpen bij het verwerken van de informatie die AI kan leveren. Dit kan door mensen te trainen op het gebied van KI-analyse, of door mensen in staat te stellen om AI-functionaliteiten te gebruiken via een gebruiksvriendelijke interface.

Gebruik maken van AI-audits

AI-audits zijn neerwaartse evaluaties die bedrijven kunnen gebruiken om de prestaties en nauwkeurigheid van hun AI-systemen te meten. Met AI-audits kunnen bedrijven controleren hoe nauwkeurig hun AI-systemen de gegevens verwerken die zij verstrekken. AI-audits kunnen ook worden gebruikt om ervoor te zorgen dat AI-processen niet falen, en dat bedrijfstaken soepel kunnen worden uitgevoerd zonder dat er risico’s aan verbonden zijn.

Conclusie

Kunstmatige intelligentie draagt bij aan veel bedrijfstaken die voorheen alleen door mensen konden worden uitgevoerd. AI-bedrijven kunnen echter niet zonder de kennis en inzichten van menselijke medewerkers. Door AI-bedrijven te helpen leren van menselijke onvolmaaktheid, kunnen ze hun processen sterk verbeteren en hun prestatieniveau verhogen. AI-bedrijven kunnen bijvoorbeeld gebruikmaken van AI-ondersteunende technologie, AI-audits uitvoeren en mensen helpen die betrokken zijn bij het gebruik van AI. AI-bedrijven kunnen hierdoor nieuwe inzichten verwerven en hun organisatie verder versterken.

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