The Discipline Is the Product
📰 Medium · Machine Learning
Apply four lenses to build working AI systems by identifying where judgment belongs, stripping unnecessary tasks from LLMs, and ensuring the system meets actual needs.
Action Steps
- Apply the four lenses to your AI project to filter out mistakes
- Identify where human judgment belongs in your AI system and put it there
- Strip unnecessary tasks from your LLM until it does one thing well
- Ensure your AI system meets an actual need, not just a hypothetical one
Who Needs to Know This
AI engineers and product managers can benefit from this approach to build effective AI systems that meet real needs, by applying a disciplined methodology to their development process.
Key Insight
💡 Consistently applying a disciplined approach to AI development is harder than understanding the theory, but crucial for building effective AI systems
Share This
💡 Apply 4 lenses to build working AI systems: judgment, LLM task stripping, need identification, and consistent application #AI #MachineLearning
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