注意你的语言模型：一种构建智能系统的方法.pdf

1、Mind your Language ModelsAn Approach to Architecting Intelligent SystemsLets examine the timelineLets examine the timelineNovember 2022Dall-e created the AI buzz.ChatGPT was released.All of us thought it was interesting but did not believe it would change everything around us.We thought it was hype.

2、We told ourselves,This too shall pass.Lets examine the timelineFebruary 2023LLAMA weights were leaked.An open source movement for LLM started.The AI community quickly adopted and explored various models and applications after fine tuning LLAMA.Every industry came up with its own fine tuned model.We

3、saw the power of Open source and data science community coming together.It was the era of POCs.Lets examine the timelineDecember 2023Open AIs annual revenue grew from$200 million to$1.6 billion.Nvidias revenue reached$18.1 billion in 2023.Gemini,ChatGPT,and tools like them are used widely by everyon

4、e in our organizations on a daily basis.DeepFakes have now become so advanced that they can pass the Turing test.In a recent incident,a finance worker lost a massive$25 million to a deepfake scam.We have all been tasked now to incorporate AI into our organizations.Lets examine the timeline2024 and a

5、headAI occupies the spotlight.We begin to question our defensible moat and how to construct one in this ever-changing AI landscape.The investment trends in AI continue,Amazon invests in Anthropic,Inflection.AI is now part of Microsoft,Nvidia continues to grow.How can we safely,reliably bring state-o

6、f-the-art technology to our customers without losing speed to innovate?Global AI Market to reach$1.81 trillion by 2030 Currently,the AI market is worth around$196.63 billion GrandViewResearch9 in 10 organisations back AI to give them a competitive edge over rivals MIT Sloan ManagementAround 4 in 5 c