Humans in the Loop
In one way, it is easier to be inexperienced: you don’t have to learn what is no longer relevant. Experience, on the other hand, creates two distinct struggles: the first is to identify and unlearn what is no longer necessary (that’s work, too). The second is to remain open-minded, patient, and willing to engage with what’s new, even if it resemble... See more
Frank Chimero • Everything Easy is Hard Again
When we introduce new machines, we also disrupt social structures, games, and the rules of those games. With paradigm shifts come lots of progress, yes. But agents of progress are agents of chaos too. They create agitation and anxiety.
I see many shades of this, but I’ll narrow it down to three major types:
Anxiety of incompetence: my skills are devalued and i have to learn new ones
Anxiety of irrelevance: people might not relate to, value, or think about me
Anxiety of uncertainty: I don’t know what the future holds and it feels fickle
The first step is to understand the fundamental difference between humans and AIs. We are analog, chemical beings, with emotions and feelings. Compared with machines, we think slowly—and we act too fast, failing to consider the long-term consequences of our behavior (which AI can help predict). So we should not compete with AI; we should use it. At... See more
Esther Dyson • Don’t Fuss About Training AIs. Train Our Kids
Humanity is waking up to the challenges and opportunities of artificial intelligence, but we don’t yet understand our role. People talk about unexplainable AI when they should be more concerned about the unexplainable humans running the companies that develop the AI. (Hiya, Sam!) People worried about AI taking their jobs and taking control are comp... See more
Esther Dyson • Don’t Fuss About Training AIs. Train Our Kids
Creativity allows us to take the data we have, question our starting assumptions about what the data is telling us, and experiment until we make something useful out of it.
Bill Pardi • If You Want to Be Creative, Don’t Be Data Driven
If AI starts to generate intelligence by itself, there’s no guarantee that it will be human-like. Rather than humans teaching machines to think like humans, machines might teach humans new ways of thinking.
Will Douglas Heaven • AI is learning how to create itself
I think the most worrisome aspect of AI systems in the short term is that we will give them too much autonomy without being fully aware of their limitations and vulnerabilities. We tend to anthropomorphize AI systems: we impute human qualities to them and end up overestimating the extent to which these systems can actually be fully trusted.
Melanie Mitchell • Artificial Intelligence: A Guide for Thinking Humans
People worried about AI taking their jobs and taking control are competing with a myth. Instead, people should train themselves to be better humans even as they develop better AI. People are still in control, but they need to use that control wisely, ethically and carefully.
Esther Dyson • Don’t Fuss About Training AIs. Train Our Kids
As we build systems whose capabilities more and more resemble those of humans, despite the fact that those systems work in ways that are fundamentally different from the way humans work, it becomes increasingly tempting to anthropomorphise them. Humans have evolved to co-exist over many millions of years, and human culture has evolved over thousand
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