1、AI Hardware&SystemsaiandsystemsWhats Next In Generative AI?Future Looking Trends In LLM DesignBaskar SridharanVice President,AI/ML Services&InfrastructureAI Hardware&SystemsaiandsystemsGenerative AIAI Hardware&SystemsaiandsystemsThe year of POCsWhat does this mean for my business?What is a foundatio
2、n model?What is a large language model?What is generative AI?Do I need to become a prompt engineer?Is this secure?How do I choose a model?Where do I get started?Which models should we try out?What is FM?AI Hardware&SystemsaiandsystemsThe year of production How do I prioritize my projects?How can we
3、move faster?How do I make this real?How can I lower my costs?How I can I scale this?Which models should I use?How do I manage risks?Should I train my own model?What customization method should I use?AI Hardware&SystemsaiandsystemsNew NFL stats for the 2025 seasonFeatures for each defenderData points
4、 for every NFL gameHistorical NFL data for trainingAI Hardware&SystemsaiandsystemsAI Hardware&Systemsaiandsystemsof 2024 Forbes AI 50 run on AWS96%of all AI/ML unicorns run on AWS AI Hardware&SystemsaiandsystemsGenerative AI stackEC2 Capacity BlocksNeuronUltraClustersNitroGPUsInferentiaTrainiumSageM
5、akerEFAAmazon BedrockGuardrails|Agents|Studio|Customization|Custom Model Import|Amazon ModelsAmazon QAWS App StudioAI Hardware&SystemsaiandsystemsGenerative AI powered by FMs1Pretrained on vast amounts of unstructured dataContain large number of parameters that make them capable of learning complex
6、concepts2Customize FMs using your data for domain specific tasks43Can be applied in a wide range of contextsAI Hardware&SystemsaiandsystemsEC2 Capacity BlocksNeuronUltraClustersNitroGPUsInferentiaTrainiumSageMakerEFAAmazon BedrockGuardrails|Agents|Studio|Customization|Custom Model Import|Amazon Mode