Data & Business Intelligence

Microsoft’s $1-Billion Deal With OpenAI: A Win-Win and Further Market Consolidation

Microsoft has invested $1 billion in OpenAI, which by the way is no longer “open.” Founded in 2015 by Elon Musk and Sam Altman, OpenAI recently restructured into a...

Certify Trustworthiness of Your AI Applications With Cortex Certifai

CognitiveScale announced an industry-first product ‒ Cortex Certifai ‒ that offers insights into the black box of machine learning and AI and helps organizations to...

Mitigate Machine Bias

AI is changing the fabric of our world, from the way we conduct business, to how we work and live, make decisions, and engage with each other, to how we organize our...
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Mitigate Machine Bias – Executive Brief

Read this Executive Brief to understand the dark side of AI – algorithmic (machine) biases, how they emerge, why they are dangerous, and how to mitigate them.

Mitigate Machine Bias – Phases 1-4

This storyboard will help you to learn about machine (AI) biases and why and how to mitigate them.

Mitigate Machine Bias – Phase 1: Understand AI Biases

This phase of the blueprint, Mitigate Machine Bias, will help you learn about machine biases, how and where they arise in AI systems, and how they relate to human...

Mitigate Machine Bias – Phase 2: Identify Data Biases

This phase of the blueprint, Mitigate Machine Bias, will help you learn about data biases and how to mitigate them.

Datasheets for Data Sets Template

This template contains the questions from the "Datasheets for Datasets" framework.

Mitigate Machine Bias – Phase 3: Identify Model Biases

This phase of the blueprint, Mitigate Machine Bias, will help you you learn about model biases and how to mitigate them.

Model Cards for Model Reporting Template

This template contains the questions from the "Model Cards for Model Reporting" framework.
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