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It has nothing to do with circular reasoning or my personal opinions.

You can choose to define general intelligence in a way that excludes regular people if you like, but then you'd be using a weird definition that differs from how 99.9% of people define it. Humans have general intelligence by any common definition.

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Defining it that way doesn't exclude ordinary people. That's an erroneous claim on your part.

Humans as a class exhibit certain capabilities. Thus we expect a class of algorithm to either roughly meet or exceed those capabilities across the board in order to be considered "general". It is clear that we have not yet achieved that.

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First, what is your definition exactly? That it must be better than the median human intelligence?

You're trying to define a term in a way that's completely detached from how anyone uses it. If we discover an alien race with an IQ of 95, people aren't going to say they don't have general intelligence.

We haven't defined an exact cutoff for what counts as general intelligence, but it has to include regular people with an IQ in the 70s that don't have a serious mental disability. If an AI can do every single cognitive task as well as a stupid person, it would have to qualify as having general intelligence if the stupid person qualified. It doesn't matter if the AI beats the median person 0% of the time, as long as it beats someone who is considered to have general intelligence at the task.

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> what is your definition exactly?

Approximately that an unaided agent must, with no outside assistance, be able to solve ~90% of the most difficult tasks that we throw at it with a ~90% success rate. It's not a precise definition but that's approximately where I stand on the matter.

> You're trying to define a term in a way that's completely detached from how anyone uses it.

I disagree and believe that it is you who is attempting to redefine it to mean something it doesn't. See this definition of AGI (link shamelessly stolen from someone else in this comment section) from before the latest AI hypecycle started warping things. https://web.archive.org/web/20150108000749/https://en.wikipe...

> If we discover an alien race with an IQ of 95, people aren't going to say they don't have general intelligence.

Said race as a class would presumably be capable of meeting or exceeding my above criteria with appropriate exceptions made for tasks that are fundamentally incompatible with their biology of course.

Your attempt to compare to individual humans is an error. AGI applies on the class level, not the individual level. Consider if a company built a humanoid robot with superhuman performance at shot put. They market it as being the equal of humans at athletics. But then it turns out that it barely plays volleyball at a novice level, with even fairly poor human opponents able to defeat it handily. That is not equal to humans as a whole at athletics even though it might potentially be the equal of any given human at any given task.

Alternatively, if you could purchase the robot in different configurations and combined the full set of configurations covered every sport then the situation would be murkier.

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> See this definition of AGI (link shamelessly stolen from someone else in this comment section) from before the latest AI hypecycle started warping things.

Every definition on that page, both theoretical and operational, match my definition and not yours. Notice that none of them would exclude an AGI with an IQ around 90, provided it's intelligence is general.

> Approximately that an unaided agent must, with no outside assistance, be able to solve ~90% of the most difficult tasks that we throw at it with a ~90% success rate. It's not a precise definition but that's approximately where I stand on the matter.

This isn't your definition. How hard are these "most difficult tasks"? Can 50% of humans solve them? 10%? If it were literally the most difficult problems, they would be the ones 0% of humans have solved.

> Said race as a class would presumably be capable of meeting or exceeding my above criteria

Some might, but this hypothetical alien race does not. Do you still consider them to have general intelligence if they can merely do everything a 95 IQ person could?

> Your attempt to compare to individual humans is an error. AGI applies on the class level

According only to you. LLMs are benchmarked individually. No one runs a benchmark where Claude gets half the questions right, GPT gets the other half right, and it's reported as a combined perfect score as a class. Instead the each score 50%. (Not that I think current AIs can solve the harder benchmark problems. The point is they are measured individually.)

No one else ascribes general intelligence only to a class. You can talk to one average person (or alien), give them some tests, and determine they have general intelligence. This is how everyone else uses the term.