AI News

DECEMBER 10, 2024

While some existing methods already cater to this need, they tend to assume a white-box approach where users have access to a models internal architecture and parameters. Black-box AI systems, more common due to commercial and ethical restrictions, conceal their inner mechanisms, rendering traditional forgetting techniques impractical.

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Unite.AI

MARCH 14, 2024

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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Unite.AI

JUNE 26, 2023

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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Black Box AI Explainable AI Explainability AI 297

Unite.AI

DECEMBER 19, 2024

Theyre making AI explanations accessible to everyone, not just tech professionals. This method is designed to simplify complex explanations of explainable AI algorithms, making it easier for people from all backgrounds to understand. These agents are designed to make interacting with AI feel more like conversing.

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Unite.AI

APRIL 9, 2024

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.

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Aiiot Talk

JULY 7, 2023

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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ODSC - Open Data Science

APRIL 4, 2023

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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