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Poisoned Well
The Poisoned Well
●How Bad Data Becomes AI's Achilles' Heel
--- Why the reliability of Artificial Intelligence hinges entirely on the integrity of its data.
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AI is Built, Not Born
●The Data-Driven Foundation of AI
AI models are fundamentally shaped by the data used to train them. The quality of that data directly limits their performance. If the input is corrupt or manipulated, the AI will produce flawed, untrustworthy, and potentially dangerous results.
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Garbage In, Garbage Out
●The GIGO Principle in National Security
In a military setting, AI is used to detect threats within enormous datasets. This process is critically vulnerable to the "Garbage In, Garbage Out" rule. Inaccurate input data will inevitably lead to erroneous threat assessments, undermining security and leading to poor decision-making.
View all episodes
By Alex ScalzittiThe Poisoned Well
●How Bad Data Becomes AI's Achilles' Heel
--- Why the reliability of Artificial Intelligence hinges entirely on the integrity of its data.
------------------
AI is Built, Not Born
●The Data-Driven Foundation of AI
AI models are fundamentally shaped by the data used to train them. The quality of that data directly limits their performance. If the input is corrupt or manipulated, the AI will produce flawed, untrustworthy, and potentially dangerous results.
------------------
Garbage In, Garbage Out
●The GIGO Principle in National Security
In a military setting, AI is used to detect threats within enormous datasets. This process is critically vulnerable to the "Garbage In, Garbage Out" rule. Inaccurate input data will inevitably lead to erroneous threat assessments, undermining security and leading to poor decision-making.