Humans in the Loop
focus less on AI as something separate from humans, and more on tools that enhance human cognition rather than replacing it… If we want a future that is both superintelligent and "human", one where human beings are not just pets, but actually retain meaningful agency over the world, then it feels like something like this is the most natural option.
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
Aside from the doomers who believe that AI will kill us all and the techno-utopians who believe it will solve all of our problems, there are three main ways that people seem to be thinking about AI.
At one extreme, you might fear that AI will take your job. Certainly, you’ve read as much in the press, and it does seem to be getting better and bette... See more
At one extreme, you might fear that AI will take your job. Certainly, you’ve read as much in the press, and it does seem to be getting better and bette... See more
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
... See moreMurray Shanahan • Talking about large language models
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
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
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
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.