Artificial Intelligence Concepts

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Super AI

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Capable of replicating human cognition with massive processing power and access to all human knowledge.

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AI Image Processor Example

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Trained with images of cats to identify patterns or features in new images.

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AI's Processing Power

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Super AI uses massive processing power for advanced tasks.

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Training ML models

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Often done in the cloud when the host device is not connected to the internet.

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AIaaS payment model

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AIaaS is often paid for on a subscription basis, with credits provided for unmet contracted availability or response times.

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Amazon CodeGuru

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Provides a review of ML Java code with recommendations for improving code quality. Prices are based on the number of lines of source code analyzed.

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Microsoft Azure Cognitive Search

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Provides AI cloud search. Prices are based on search units defined in terms of storage and throughput used.

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Cost of Training ML Models

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Training ML models can be expensive due to data preparation and model training.

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Inherited biases in AI

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Biases in pre-trained models may not be documented and can be inherited.

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AI system vulnerabilities

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Vulnerabilities in AI systems may be known by potential attackers.