Artificial Corner

Artificial Corner

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Artificial Corner
Is Today’s Progress in AGI a Real Breakthrough, Or Just Another Illusion?
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Is Today’s Progress in AGI a Real Breakthrough, Or Just Another Illusion?

Every step forward in AI makes AGI feel both closer and further away

Kevin Gargate Osorio's avatar
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Kevin Gargate Osorio
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The PyCoach
Mar 21, 2025
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Is Today’s Progress in AGI a Real Breakthrough, Or Just Another Illusion?
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The idea of an AI with human-level cognitive capabilities in any task has captured the imagination and boardrooms of many tech giants. However, not long ago, AGI was a science fiction concept. Now it is a topic of discussion.

Tech CEOs proclaim its arrival, researchers debate its definition, and nations are investing billions in a high-stakes race to be the first to create “the last invention” humanity may ever need.

Recent progress in AI has fueled both excitement and doubt, leading to a paradox: it feels like we’re nearing AGI, while our current understanding suggests we’re still far from achieving it — unless we’re missing something.

What is AGI and why is it important?

AGI refers to an AI that can outperform humans in nearly all cognitive tasks — not just in a single domain, but in any intellectual challenge. Unlike today’s “narrow” AI (which might excel at a single task), a general AI would be capable of problem-solving, learning, and adapting to new situations with the same flexibility as a human.

So, what does that mean?

In practical terms, this means an AI that could be hired as a scientist, teacher, doctor, or engineer, matching or surpassing human experts in each role.

The significance of such an achievement is hard to overstate.

If AGI were created, it could “help us elevate humanity by increasing abundance, turbocharging the global economy, and aiding in the discovery of new scientific knowledge.”

Imagine diseases being cured in months instead of decades, or clean energy breakthroughs happening overnight. As humans, we might remain skeptical for now, but a general AI could provide everyone with a superintelligent assistant for any task — acting as a powerful multiplier of human ingenuity and creativity.

Some researchers even consider AGI to be an era-defining technology — a development comparable to the invention of electricity or the splitting of the atom in its potential to reshape society.

So, is there anything wrong with all of this?

The promise of AGI comes with a darker counterpart. A superintelligent system could also pose serious risks — misuse, catastrophic accidents, and major social disruption.

A general AI could just as easily be directed toward destructive goals as beneficial ones, whether intentionally or not. It could revolutionize labor markets by automating jobs on a massive scale, or even pose potentially disastrous existential consequences if mismanaged.

In that sense, this duality — utopian potential vs. catastrophic risk — is why AGI is often referred to as both the holy grail of AI and a Pandora’s box at the same time. It’s also why discussions about AGI’s impact have moved beyond research labs into policy forums and global news headlines.

Hype or reality? How AI experts are reacting

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