AI Reliability Articles

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9/11/2026 • EN

Explores entropy in AI and human thinking, clarifying why certainty and predictability don't guarantee accuracy.

AI Reliability Entropy Sampling Temperature Shannon Entropy Uncertainty

8/10/2026 • EN

Explores why AI prompts can be bad, emphasizing reliability across runs over occasional success, and how to judge prompt quality.

AI Reliability LLM Evaluation prompt engineering Prompt Testing Variability

5/24/2026 • EN

Explains how semantic layers improve enterprise Text-to-SQL accuracy from 40% to 85-95% by providing structured context for AI.

AI Reliability Dremio Enterprise Data Semantic Layer Text To SQL

3/3/2026 • EN

Discusses the reliability challenges and lack of provable correctness guarantees in current AI systems, despite their productivity benefits.

Agentic Systems AI Models AI Reliability Correctness Technical Unpredictability

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