Data: The Fuel of AI - Deepstash
Data: The Fuel of AI

Data: The Fuel of AI

Data is the cornerstone of AI systems. The quality and type of data used in training these systems significantly influence their performance.

High-quality, representative data can lead to accurate and reliable AI outcomes, whereas poor-quality or biased data can result in flawed and harmful predictions.

For example, a diabetes risk-assessment tool trained on a specific demographic might not work well for others, leading to harmful outcomes such as misdiagnosis or ineffective treatment recommendations.

Ensuring data quality before use is essential for building trustworthy AI systems.

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The rapid advancement of artificial intelligence (AI) has brought significant benefits to society, but it also poses considerable risks. This article explores the complexities and challenges of AI systems, drawing analogies to food safety to highlight the need for transparency and accountability. It delves into the current state of AI, the importance of understanding data quality, and offers principles for fostering a healthier relationship with AI technologies.

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