Writing Samples
Select Writing by John Hwang
AI Strategy & Market Shifts
- OpenAI's Deep Research: The "Big Bang" Event for AI Agents
- Why OpenAI is forced to enter the search business
- Apple's AI Strategy in a Nutshell
- Databricks' AI Strategy in a Nutshell
- AI Race to the Bottom
- Why Innovator's Dilemma Doesn't Apply to AI
- AWS's Positioning in GenAI, and Re:Invent 2023 Recap
- How AI startups are building moats - by paying for them
- Vector database is not a separate database category
- Here's How AI Can be Bearish for Tech Stocks
Building & Deploying Enterprise AI
- Learn how to build and deploy tool-using LLM agents using AWS SageMaker JumpStart Foundation Models
- Create a Generative AI Gateway to allow secure and compliant consumption of foundation models
- The AI Gateway Pattern for Enterprises
- RAG vs Finetuning LLMs - What to use, when, and why.
- Why Data Strategy Comes Before AI Strategy
- Building Agents with GPT Function Calls - Langchain Killer?
- Challenges of Building LLM Agents
- How ChatGPT, InstructGPT, and GPT3.5 Work in Plain English