Tag: JSON validation

Learn how to use error messages and feedback prompts to help LLMs self-correct. Reduce structured output errors by 45% using Intrinsic, Multi-Turn, and FTR methods.

Recent-posts

Stopping AI Hallucinations: Practical Strategies for Reliable Generative AI

Stopping AI Hallucinations: Practical Strategies for Reliable Generative AI

Apr, 12 2026

Token Probability Calibration in Large Language Models: How to Fix Overconfidence in AI Responses

Token Probability Calibration in Large Language Models: How to Fix Overconfidence in AI Responses

Jan, 16 2026

Preventing Catastrophic Forgetting During LLM Fine-Tuning: Techniques That Work

Preventing Catastrophic Forgetting During LLM Fine-Tuning: Techniques That Work

Apr, 1 2026

Interoperability Patterns to Abstract Large Language Model Providers

Interoperability Patterns to Abstract Large Language Model Providers

Jul, 22 2025

Velocity vs Risk: Balancing Speed and Safety in Vibe Coding Rollouts

Velocity vs Risk: Balancing Speed and Safety in Vibe Coding Rollouts

Oct, 15 2025