Different faces of AI

INTERNAL Witalij Rudnicki, SAP Feb, 2024 The Different Faces of
AI

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All rights reserved. - Aka Vitaliy Rudnytskiy or Witalij Rudnicki - Developer Advocate in SAP Community and Developer Relations - All things Data (with the focus on SAP HANA, Data && Analytics, ML) - SAP Mentor Alumnus - Based in Wrocław, Poland - Organizer of Wrocław SAP Meetup and #sitWRO: SAP Inside Track Wrocław Віталій Рудницький @Sygyzmundovych

All rights reserved. SAP has a long history of guiding our customers through technological disruption Business value Machine Learning Deep Learning Generative AI Advanced and predictive analytics, forecasting, operations research SAP Business Suite SAP S/4HANA + Cloud LoB Narrow AI based on deep learning The Intelligent Enterprise Foundation models, large language models and generative AI 2000s 2010s late 2010s 2023+ Technology Trends Internet and mobile In-memory computing Digital network & intelligence Generative AI AI-Powered Business Processes

All rights reserved. From embedded AI to bring-your-own models AI Automation Integration Data and Analytics App Dev MLOps SAP AI Core Training & Serving AI Scenarios Engineers & Developers SAP AI Business Services AI embedded in SAP Applications* AI embedded in Custom Applications AI Ethics Our guiding principles of responsibility & trustworthiness serve as a roadmap for building AI- enabled software that is transparent, safe, and designed to protect your data and privacy. AI Developers & AI Engineers Business Users Ecosystem and Marketplace Business Technology Platform SAP content Third-party content Custom-built content Community and technical forum *The listed examples are a subset of our complete portfolio. *GenAI cases under development - scheduled for release throughout the year. Finance • Intercompany matching & reconciliation in SAP S/4HANA • Invoice Extraction in SAP Central Invoice Management Supply Chain • Visual inspection in SAP Digital Manufacturing Cloud • Freight verification in SAP Transportation Management (GenAI)** Procurement • Buying recommendations in SAP Ariba Buying • Supplier recommendations in SAP Ariba Guided Sourcing HR • Resume ranking in SAP Fieldglass • SAP Digital Assistant for customer experience (GenAI)** Sales & Marketing • Product recommendations in SAP Commerce Cloud • SAP Digital Assistant for customer experience (GenAI)** Personalized Recommendation Data Attribute Recommendation Document Information Extraction SAP AI Launchpad Monitor | Operate | Manage AI Scenarios

All rights reserved. From embedded AI to bring-your-own models AI Automation Integration Data and Analytics App Dev ML & MLOps SAP AI Core Training & Serving AI Scenarios Engineers & Developers SAP AI Business Services AI embedded in SAP Applications* AI embedded in Custom Applications AI Ethics Our guiding principles of responsibility & trustworthiness serve as a roadmap for building AI- enabled software that is transparent, safe, and designed to protect your data and privacy. Data Scientists & AI Engineers Business Users Ecosystem and Marketplace Business Technology Platform SAP content Third-party content Custom-built content Community and technical forum *The listed examples are a subset of our complete portfolio. *GenAI cases under development - scheduled for release throughout the year. Finance • Intercompany matching & reconciliation in SAP S/4HANA • Invoice Extraction in SAP Central Invoice Management Supply Chain • Visual inspection in SAP Digital Manufacturing Cloud • Freight verification in SAP Transportation Management (GenAI)** Procurement • Buying recommendations in SAP Ariba Buying • Supplier recommendations in SAP Ariba Guided Sourcing HR • Resume ranking in SAP Fieldglass • SAP Digital Assistant for customer experience (GenAI)** Sales & Marketing • Product recommendations in SAP Commerce Cloud • SAP Digital Assistant for customer experience (GenAI)** Personalized Recommendation Data Attribute Recommendation Document Information Extraction SAP HANA eML | Vector Engine SAP AI Launchpad Monitor | Operate | Manage AI Scenarios

All rights reserved. Artificial hallucination (also occasionally called delusion) Intrinsic hallucination: the generated response is contradictory to the dialogue history or the external knowledge sentences Extrinsic hallucination: the generated response is hard to verify with the dialogue history or the external knowledge sentences. https://arxiv.org/pdf/2202.03629.pdf

All rights reserved. openSAP course (till March 2024): Generative AI at SAP • Unit 1: Approaches to artificial intelligence • Unit 2: Introduction to generative AI • Unit 3: Adapting generative AI to business context • Unit 4: Extending SAP applications with generative AI • Unit 5: Generative AI business use cases https://open.sap.com/courses/genai1

All rights reserved. SAP CodeJam ”Getting Started with Machine Learning using SAP HANA” source: https://community.sap.com/t5/blogs/blogarticleprintpage/blog-id/technology-blog-sap/article-id/165907 Nearest free events: 13.03: Lausanne 🇨🇭 15.03: Zürich 🇨🇭 26.04: Vilnius 🇱🇹

Witalij Rudnicki SAP Developer Advocacy Dziynki! Дякую! Dziękuję bardzo!

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Different faces of AI

Different faces of AI

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