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AI for Money Managers: Avoid the Black Box – And Do This Instead

Unite.AI

We’ve heard stories about how artificial intelligence is able to “pick winners” and make overnight fortunes for investors – but even top scientists often have no idea how AI is doing those things. The opportunities afforded by AI are truly significant – but can we trust black box AI to produce the right results?

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Who Is Responsible If Healthcare AI Fails?

Unite.AI

Similarly, what if a drug diagnosis algorithm recommends the wrong medication for a patient and they suffer a negative side effect? At the root of AI mistakes like these is the nature of AI models themselves. Most AI today use “black box” logic, meaning no one can see how the algorithm makes decisions.

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Using AI for Predictive Analytics in Aviation Safety

Aiiot Talk

AI is today’s most advanced form of predictive maintenance, using algorithms to automate performance and sensor data analysis. Aircraft owners or technicians set up the algorithm with airplane data, including its key systems and typical performance metrics. Black-box AI poses a serious concern in the aviation industry.

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Is Rapid AI Adoption Posing Serious Risks for Corporations?

ODSC - Open Data Science

Artificial intelligence adoption is booming across businesses of all industries. This is a promising shift for AI developers, and many organizations have realized impressive benefits from the technology, but it also comes with significant risks. Transparency The lack of transparency in many AI models can also cause issues.

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Unlocking the Black Box: LIME and SHAP in the Realm of Explainable AI

Mlearning.ai

Principles of Explainable AI( Source ) Imagine a world where artificial intelligence (AI) not only makes decisions but also explains them as clearly as a human expert. This isn’t a scene from a sci-fi movie; it’s the emerging reality of Explainable AI (XAI).

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Copyright, AI, and Provenance

O'Reilly Media

What should copyright law mean in the age of artificial intelligence? I can also ask for a reading list about plagues in 16th century England, algorithms for testing prime numbers, or anything else. Copyright law says nothing about whether texts are acquired legally or illegally. How do we make sense of this?

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Enhancing AI Transparency and Trust with Composite AI

Unite.AI

The adoption of Artificial Intelligence (AI) has increased rapidly across domains such as healthcare, finance, and legal systems. However, this surge in AI usage has raised concerns about transparency and accountability. Composite AI is a cutting-edge approach to holistically tackling complex business problems.