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AI Hallucinations in Biology: Systemic Risks

https://sudonull.com/ai-hallucinations-in-biology-systemic-risks

Breaking down why AI in biology produces false predictions despite perfect metrics. Examples of data leakage, overfitting and lessons for developers. Learn how to implement checks for reliable models.

From the web

LEAKAGE Definition & Meaning - Merriam-Webster

https://www.merriam-webster.com/dictionary/leakage

4 days ago · The meaning of LEAKAGE is the act or process or an instance of leaking.

LEAKAGE | English meaning - Cambridge Dictionary

https://dictionary.cambridge.org/dictionary/english/leakage

LEAKAGE definition: 1. the act of leaking or the leak itself: 2. making known secret information 3. the act of leaking…. Learn more.

Leakage - definition of leakage by The Free Dictionary

https://www.thefreedictionary.com/leakage

1. a crack or hole through which liquid or gas escapes.

LEAKAGE definition and meaning | Collins English Dictionary

https://www.collinsdictionary.com/dictionary/english/leakage

A leakage is an amount of liquid or gas that is escaping from a pipe or container by means of a crack, hole, or other fault. A leakage of kerosene has polluted water supplies.

What does leakage mean? | Lingoland English-English Dictionary

https://lingolandedu.com/en/english-english-dictionary/leakage

What does leakage mean? View the detailed definition, phonetic transcription, real examples, synonyms, antonyms, and usage of leakage.

Leakage - Wikipedia

https://en.wikipedia.org/wiki/Leakage

Leakage (economics) Carbon leakage or emissions leakage, whereby another country increases its greenhouse gas emissions in response to a unilateral climate policy

LEAKAGE | definition in the Cambridge English Dictionary

https://dictionary.cambridge.org/us/dictionary/english/leakage

LEAKAGE meaning: 1. the act of leaking or the leak itself: 2. making known secret information 3. the act of leaking…. Learn more.

Leak - Wikipedia

https://en.wikipedia.org/wiki/Leak

Leaks can occur or develop in many different kinds of household, building, vehicle, marine, aircraft, or industrial fluid systems, whether the fluid is a gas or liquid.

leakage noun - Definition, pictures, pronunciation and usage notes ...

https://www.oxfordlearnersdictionaries.com/definition/english/leakage

Definition of leakage noun in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.

Economic Leakage: Impact on Circular Flow and Economic Health

https://www.investopedia.com/terms/l/leakage.asp

May 20, 2026 · Leakage is money leaving the economy through savings, taxes, and imports. Imports lead to leakage by moving money from one country to another. Cash leakages in banks reduce the …

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