【会议演讲PPT】Gartner+如何应用生成式人工智能获得新的竞争优势-英

Gartner WebinarsGartner delivers actionable, objective insight, guidance and tools to enable stronger performance on your organization’s mission critical priorities2© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.RESTRICTED DISTRIBUTIONEnhance your webinar experienceAsk a QuestionDownload AttachmentsWatch Again3© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.RESTRICTED DISTRIBUTIONConnect with GartnerHow to Apply Generative AI for New Competitive AdvantagesChristian StephanSr Director AnalystRESTRICTED DISTRIBUTION4© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.ChatGPT prompt: “Critique my idea, to deliver fresh bread in the morning withan autonomous delivery vehicle.”I love the innovative spirit to use autonomous cars for morning bread deliveries. However, there are concerns to address. Safety and navigation in local neighborhoods are paramount, especially with unpredictable elements like kids or pets. We should also consider the potential high maintenance costs of those vehicles, possible local regulations around autonomous delivery, and timing challenges to avoid early morning disturbances.Additionally, theft or vandalism could be a risk. Starting with a pilot program might help us iron out these kinks.What are your thoughts on these considerations.RESTRICTED DISTRIBUTION5© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.What Is Generative AI? Generative AI (GenAI) AI techniques that learn from a representation of artifacts in a model & generate new artifacts with similar characteristics.Foundation ModelsLarge machine learning models. They are trained on a broad set of ​unlabeled data, fine-tuned and adapted to a wide range of applications.ChatGPTAn OpenAI service that incorporates a conversational chatbot with an LLM to create content. It was trained on a foundational model of billions of words from multiple sources and was then fine-tuned by reinforcement learning from human feedback.Source: GartnerLarge Language Models (LLM)AI that is trained on vast amounts of text allowing it to to interpret and generate humanlike textual output.RESTRICTED DISTRIBUTION6© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.Generative AI: Expanding the Output of AI SystemsSource: GartnerTodayEmergingAI SystemsAI SystemsMostly ClassifyExpand to GenerateSymbolsLifetime Value Score, Intents, Risk Levels, “Turn Left, Image Category, Emotion Type …”ArtifactsVideo, Language, Pictures, Designs, Schematics, Code, New Data, Learning Methods.RESTRICTED DISTRIBUTION7© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.Generative AI Example: Drug discovery• Search for moonshot drug • Treatment for IPF• 09/2019 Work on drug began• 02/2021 Preclinical candidate• 11/2021 Phase 1 clinical trial• 06/2023 Phase 2 clinical trialsRESTRICTED DISTRIBUTION8© 2023 Gartner, Inc. and/or its affiliates. All rights reserved.AI Solutions Are the Top Emerging TechnologyEmerging Technologies Deployed or P