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The local explainability for XAI is the interpretable description of the model behaviour in the neighbourhood of a prediction

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What is the question of a TT (Turing Test):

"Can a machine act rationally?"

"Can a machine think like humans?"

"Can a machine think rationally?"

“Can a machine be linguistically indistinguishable from a human?”

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For an XAI system an explanation of its output is justified relative to an implementation, or technical process, that was used to generate a specific output.

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According to Russel & Norvig in AIMA, are the "Systems that think Rationally":

Acting like humans

Behaviour-based

Ideal Rationality

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Simpson’s Paradox refers to potential gender biases in university admissions that is not supported at departments levels. Is Simpson's Paradox a Bias produced by:

Data in Algorithm

Algorithm to User

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What is the central idea of creating shared value?

Integrating social improvement into a company’s core business strategy

Increasing profits by cutting costs exclusively

Outsourcing social initiatives to non‐profit organizations

Donating a fixed percentage of profits to charity

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What is a necessary change for companies to move beyond fragmented CSR practices?

Reducing investments in community initiatives

Embedding a social perspective into the core frameworks of business strategy

Increasing short-term financial reporting

Outsourcing all CSR activities to specialized firms

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What does CSR stand for?

Competitive Strategy Report

Corporate Social Response

Corporate Sustainable Resources

Corporate Social Responsibility

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Greenwashing in the context of Sustainability is:

Used to describe the philanthropic efforts of an organization to protect the environment

Thriving in perpetuity

Environmental strategy to fuel business opportunities and innovation

When companies focus more on communicating their green efforts than improving their practices

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Corporate philanthropy, when compared to the overall resources available for sustainability, is typically:

Unrelated to sustainable development

The primary driver of global change

Sufficient to solve all challenges

A minor contribution

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