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Mastering the Unknown: Uncertainty Modeling in AI for Critical Safety

Analytics Vidhya

This article explores ‘Uncertainty Modeling,’ a fundamental aspect of AI often overlooked but crucial for ensuring trust and safety. Introduction In our AI-driven world, reliability has never been more critical, especially in safety-critical applications where human lives are at stake.

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Uncertainty Quantification in Artificial Intelligence-based Systems

KDnuggets

The article summarizes the plethora of UQ methods using Bayesian techniques, shows issues and gaps in the literature, suggests further directions, and epitomizes AI-based systems within the Financial Crime domain.

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Crisis at Stability AI – Key Players Quit Amidst CEO Controversies!

Analytics Vidhya

A series of executive departures and concerns over the CEO’s credibility have caused ripples of uncertainty in an industry driven by ambitious innovation. This article dives into […] The post Crisis at Stability AI – Key Players Quit Amidst CEO Controversies! appeared first on Analytics Vidhya.

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What to Expect From Uncertainty Quantification Methods: An Untold Story of ML Evaluation

Dataiku

In this article, we relate our experience in building an evaluation framework for Uncertainty Quantification (UQ) in ML. How can we ensure enough diversity in the selected datasets? Which baselines should be included for fair comparison? Which metrics should be reported?

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Small Businesses Use Big Data to Offset Risk During Economic Uncertainty

Smart Data Collective

As a result, they will need to invest in data analytics tools to sustain a competitive edge in the face of growing economic uncertainty. Kaneshwari Patil wrote an article for Nasscom Insights about the reasons companies should invest in big data during the recession.

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Information Governance in an Era of Uncertainty

TDAN

In this article, we elaborate on the benefit, effective operations, and value of information governance in your organization. Organizations are compelled to organize their information. With that said, organizations can operate in an organized and holistic manner with the application of information governance. Even though […].

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Zendesk - The Impact of COVID-19 on CX

Corinium

With the coronavirus outbreak, customer experience teams across the globe have had to rapidly adapt amid ticket spikes, customer cancellations, market volatility, and increased uncertainty. Read the Full Article. Each week brought new challenges , and business simply wasn't business as usual. Have a look at the report here.

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