LLMs often produce unpredictable outputs, making them unreliable for structured decision-making. A tool that enforces typed decisions and real probabilities would bridge this gap. Developers building decision-critical apps would pay for this reliability. Start with a simple API wrapper that enforces decision types. The biggest risk is ensuring compatibility across diverse LLM architectures.
Typed decision models for LLMs
Build a tool that enables developers to turn any LLM into a structured decision-making model. This would help developers integrate LLMs into decision-critical applications.
Why now
LLMs lack structured decision-making capabilities, creating demand for tools that add reliability.
- Who for
- Developers integrating LLMs
- Business model
- Subscription API pricing
- Effort
- A few weeks
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