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BQ 3A News > Blog > Spain > We are speaking about AI all fallacious. This is how we will repair the narrative
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We are speaking about AI all fallacious. This is how we will repair the narrative

January 7, 2026
We are speaking about AI all fallacious. This is how we will repair the narrative
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Synthetic intelligence (AI) is not only made up of information, chips and code – it is usually a made of the metaphors and narratives we use to discuss it. How we provide this era determines how the general public creativeness understands it and, as a result, how folks design it, use it, and its affect on society as an entire.

Worryingly, a lot analysis displays that the existing representations of AI—anthropomorphic “assistants,” synthetic brains, and the ever present humanoid robotic—have little foundation actually. Those photographs might enchantment to companies and newshounds, however they’re rooted in myths that distort the essence, features and barriers of present AI fashions.

If we misrepresent AI, we will be able to battle to in point of fact are aware of it. And if we do not are aware of it, how are we able to hope to make use of it, keep watch over it, and make it paintings in some way that serves our not unusual pursuits?

The parable of self sustaining era

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Distorted representations of synthetic intelligence are a part of a not unusual false impression that educational Langdon Wiener known as “autonomous technology” again in 1977: the concept that machines have taken on a lifetime of their very own and are performing independently on society in practical and frequently harmful tactics.

AI offers us the easiest incarnation of this, because the narratives surrounding it flirt with the parable of an clever, self sustaining advent – in addition to the punishment for assuming this divine serve as. It is an historical trope, person who has given us tales starting from the parable of Prometheus to Frankenstein, The Terminator and Ex Machina

This fantasy was once already hinted at within the bold time period “artificial intelligence”, coined via pc scientist John McCarthy in 1955. The label has taken grasp in spite of – or in all probability on account of – the quite a lot of misunderstandings it reasons.

As Kate Crawford succinctly argues in her Atlas of Synthetic Intelligence: “AI is neither artificial nor intelligent. Instead, AI is both embodied and material, made of natural resources, fuels, human labor, infrastructure, logistics, history, and classifications.”

A lot of the issue with the dominant narrative of AI can also be attributed to this tendency to offer it as an impartial, virtually alien entity, as one thing unfathomable that exists past our regulate or choices.

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Deceptive metaphors

The language utilized by many media retailers, establishments or even mavens to speak about AI is deeply improper. It’s steeped in anthropomorphism and animism, photographs of robots and brains, (at all times) fictional tales about machines that rebellion or act inexplicably, and debates about their alleged awareness. All of that is compounded via an awesome sense of urgency, panic and inevitability.

This imaginative and prescient culminates within the narrative that has pushed the improvement of AI since its inception: the promise of common synthetic intelligence (GAI), a supposedly human or superhuman intelligence that can alternate the sector or even our species. Firms like Microsoft and Open AI and tech leaders like Elon Musk were predicting GAI as an inevitable milestone for a while.

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Alternatively, in truth that the street to this era is unclear, and there isn’t even a consensus on whether or not it’ll ever be conceivable.

Narrative, energy and the AI ​​bubble

This isn’t only a theoretical drawback. A deterministic and animistic view of AI constructs a predetermined long term, as myths about self sustaining era inflate expectancies and distract from the actual demanding situations AI poses.

This hinders a extra knowledgeable and open public debate about era. A landmark record via the AI ​​Nov Institute refers back to the promise of AI as “the argument to end all arguments,” a solution to keep away from any wondering of the era itself.

Along with the combination of exaggerated expectancies and fears, those narratives also are chargeable for inflating the AI ​​financial bubble that quite a lot of experiences and tech leaders are caution about. If a bubble exists and sooner or later bursts, we must take into account that it was once fueled no longer simply by technical achievements, however via a story that was once as improper because it was once compelling.

Converting the narrative

To mend the damaged narrative of synthetic intelligence, we wish to deliver its cultural, social and political dimensions to the fore. We wish to depart at the back of the parable of self sustaining era and get started seeing AI as an interplay between era and folks.

In apply, this implies transferring the focal point in different tactics: from the era to the individuals who run it; from a techno-utopian long term to a gift this is nonetheless below building; from apocalyptic visions to actual and provide dangers; from presenting AI as distinctive and inevitable to emphasizing autonomy, selection and variety amongst people.

We will be able to begin those shifts in a variety of tactics. In my e book, Technohumanism: Narrative and Aesthetic Design for Synthetic Intelligence, I counsel a number of stylistic suggestions to keep away from the narrative of self sustaining AI. This comprises keeping off the usage of it as the topic of a sentence when it’s used as a way, and no longer the usage of anthropomorphic verbs when speaking about it.

Taking part in with the time period “AI” additionally is helping us see how a lot phrases can alternate our belief of era. Check out changing it in a sentence with, for instance, “complex task processing,” one of the crucial least bold however maximum correct names being thought to be within the early days.

Necessary debates about AI, from law to its affect on schooling and employment, will proceed to leisure on shaky toes till we repair the best way we speak about it. Designing a story that emphasizes the social and technical realities of AI is an pressing moral problem. Effectively assembly this problem will receive advantages era and society alike.

TAGGED:fixheresnarrativetalkingwrong
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