The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for Under-specified stopping conditions

2 sources

Guide citations are still under editorial review.

Kapoor and colleagues · 2024 Research analysis

AI Agents That Matter (original source, new tab)

Examines agent evaluation, cost, reproducibility and benchmark overfitting; concerns the benchmarks studied.

OWASP Gen AI Security Project Security guidance

LLM10:2025 Unbounded Consumption (original source, new tab)

Describes uncontrolled inference, resource exhaustion and budget risks; unintentional loops are a related application scenario.

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