AI Lexicon

AI defies precise definition, blurred by rapid evolution, our fluid understanding of its capabilities, and the dynamic interplay between humans and technology. Artificial Intelligence, once confined to science fiction, now permeates daily life. This lexicon offers alternative perspectives, reframing AI’s monolithic view and illuminating its diverse applications and implications before us.

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Artificial Identity

AIs can perform tasks that typically require human intelligence, such as learning, reasoning, problem-solving, perception, and language understanding. While AI offers immense potential to streamline processes, enhance creativity, and drive innovation, it also presents risks, particularly when it comes to authenticity and originality. When we rely too heavily on AI to generate content, we risk losing the unique qualities that distinguish us as individuals and organizations. Our identity can become artificial, indistinguishable from the mass-produced content flooding the digital landscape.

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Artificial Imitation

An AI can assist or take on as much responsibility as is assigned to it. Artificial identities can range from chatbots that engage in human-like conversations to sophisticated algorithms that create personalized experiences. While AI can create compelling digital personas and craft persuasive messages, it cannot fully capture the essence of a brand. True brand identity is rooted in human values, emotions, and experiences. A brand's authentic identity sets it apart. Ultimately, while AI can create compelling and persuasive digital identities, it cannot fully replicate the nuances of human interaction and genuine connections that are the hallmarks of brand identity.

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Artificial Imperative

For Hubert Joly, it is critical for a business to maintain its purpose outside of its imperatives—those being people, business, and financial. AI must also exist outside of the business’s purpose. In “The Heart of Business,” Hubert Joly argued that the fundamental proposition of business is to foster and build human connections - that work is part of our fulfillment. AI should not take that away. An AI imperative would be that AI assists people, businesses, and finances but does not alter a business’s principles, values, and purpose.

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Artificial Incunabula

The term 'Incunabula' refers to the earliest printed works (mid-1400s to 1500s). These groundbreaking works, while innovative, often sought to mimic handwritten manuscripts, requiring additional manual labor. Artificial Incunabula are the early creative outputs of generative AI, characterized by significant human intervention to achieve desired results. Examples include early machine translation and AI-generated images. Many early AI applications focused on replicating human capabilities rather than leveraging AI's potential for unique and innovative creations. Instead of merely mimicking human work, generative AI should be used as a tool to assist human creativity and productivity.

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Asseverate Intelligence

Asseverate means to assert something without regard to its validity. An Asseverate Intelligence describes AI systems capable of producing highly persuasive content, often regardless of its factual accuracy. These systems can generate compelling narratives, manipulate emotions, and shape public opinion. While this technology offers numerous benefits, it also presents significant risks. An AI can create highly persuasive text, and its persuasiveness can be further improved with human curation. For large actors, as AI becomes increasingly sophisticated, it can be used to create sustained, multifaceted campaigns of disinformation on a massive scale.

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Asimov, Isaac

Lucky for us, Isaac Asimov started writing about the implications of AI before computers could be used to record his thoughts. He foresaw many of the ethical implications of this technology. Long before the dawn of the digital age, Asimov sparked the minds of countless readers, inspiring generations of writers, filmmakers, and those who would then inspire a new generation of engineers and scientists working on AI today. His iconic "Three Laws of Robotics" – a set of guidelines for robot behavior – continues to inspire discussions about the responsible development and use of AI. As we push the boundaries of AI research, it is crucial to consider the ethical implications and ensure that these powerful tools are used for the betterment of humanity.

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Assurance Intelligence

Trust is owned by the learner; assurance is what you can provide them. As AI continues to advance, it's crucial to build trust in these technologies. This requires a commitment to transparency, accountability, and ethical development and usage. By prioritizing assurance, organizations can safeguard their reputation and ensure that AI is used for the benefit of society.

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Attenborough Intelligence

Sir David Attenborough's enduring legacy is built on a deep understanding of the natural world and a unique ability to convey complex ideas with clarity and passion. His longevity and consistency of perspective have been recognized for generations in the UK and globally. An ‘Attenborough Intelligence’ recognizes that we must maintain a consistent, principled, and authentic brand and voice. AIs are transactional. They cannot replicate the depth of human insight or the nuance of emotional intelligence, especially maintaining that consistency and perspective over time. They can process information, generate text, and respond to queries, but they lack the strategic thinking and long-term vision that characterize human intelligence. While AI can assist human experts by automating routine tasks, analyzing large datasets, and generating initial drafts of content, they cannot replace the creativity, empathy, and strategic acumen of human experts.

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Attention Intelligence

Attention is no longer a fair fight. One of AI's most harmful aspects is its ability to manipulate content to capture and hold attention. As evidenced by "doom-scrolling," social media platforms use infinite scrolling and auto-play features to grab and hold attention. [i] AI can dynamically manipulate content to maximize engagement, challenging the traditional notion of voluntary attention allocation.

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Awe Intelligence

In an age of AI, the ability to evoke awe remains a powerful force for inspiration and creativity. While AI can provide the tools and resources to spark awe, it is ultimately our human capacity for wonder and imagination that transforms these experiences into sources of inspiration and creativity. AI can provide novel tools and resources to assist in creating content that sparks our imagination and sense of awe with digital content and learning.

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Apathetic Intelligence

Apathetic Intelligence results from a relentless barrage of information in the digital age—information overload. Pushing the boundaries of messaging in all directions results in a complete breakdown of a disinterested audience to rhetoric, a consequence of the abuse of disinformation (logos), the loss of respect and credibility (ethos), and frenetic appeals (pathos). Apathetic Intelligence is where the audience has been bombarded with emotional persuasion and disinformation past the point of saturation. Each of Aristotle’s rhetorical elements has been pushed to extremes. With AI empowering a massive increase in quantity, skilled arguments can be generated, filled with emotional manipulation, and disseminated easily as deepfakes. It is already happening. It's crucial to develop strategies to combat digital exhaustion and promote critical thinking. To combat digital exhaustion, it's crucial to develop strategies to filter information, evaluate sources, and cultivate a healthy relationship with technology.

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Ancora Imparo

Michelangelo is credited with the statement, 'Ancora Imparo' – 'Still, I learn.' Continuous learning, or lifelong learning, has been part of all our experiences. During his lifetime, printed books continuously opened his world to the fountainhead of new knowledge, thinking, science, and ideas. Michelangelo thrived in an era of intellectual ferment. His approach, ‘Imparo – I Learn,’ was to be open to continuous learning. Further, his use of the word ‘Ancora – still’ was twofold. It meant new knowledge could challenge his lifelong assumptions, but new knowledge also deserved some measure of scrutiny. He embraced new ideas, challenged assumptions, and continually refined his craft.

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Abductive Intelligence

AI platforms rely on various reasoning methods to process information and generate responses. Among them are three ‘ductives — deductive, inductive, and abductive reasoning. Each draws conclusions from facts, observations, or hypotheses in different ways.[i] While AI excels at deductive and inductive reasoning, it often struggles with abductive reasoning, a form of logical thinking involving inferences based on incomplete information. This human-like ability to draw plausible conclusions from uncertain evidence is crucial for tasks like understanding context, making creative leaps, and solving complex problems.

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Abrogating Intelligence

If an AI can be used to create harmful deception (see artifice intelligence), it can also be used to mitigate its negative impacts. Abrogating intelligence refers to AI systems designed or used to proactively identify, reduce, and eliminate harmful AI applications. These systems would act as a safeguard, limiting the ability of bad actors to use AI to spread misinformation, manipulate public opinion, or undermine trust in institutions. For example, abrogating intelligence could involve detecting and flagging deepfakes, identifying and blocking malicious bots, or developing AI-powered fact-checking tools. By developing and deploying abrogating intelligence, we can ensure that AI remains a tool for good and not for harm.

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