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Peter McAllister

๐Ÿ‘ค Speaker
253 total appearances

Appearances Over Time

Podcast Appearances

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

So for me, we're really in that situation where we have to trust that the people that are leading the industry are doing it with a good heart and a good intent.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

And that's where it gets scary from my perspective.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Yeah, so the lily pad situation is one taken from nature where if you've got a lily on a pond and it doubles in size every day,

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Typically, no one's going to notice that change for weeks.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

But then when it gets to the point where it's covered 10% of the pond and then it's 20 and then it's 40 and then it's 80 and then it's the whole thing in a very short period of time, that's the kind of thing where those effects suddenly get noticed.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

And people don't notice those effects in the small stage because they're looking at it and going, I'm expecting to see this.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

I'm seeing that my confirmation bias says everything is working perfectly.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

There's some anomalies over there.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Confirmation bias says I'm going to ignore them because it's working perfectly over there.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

So the risk is there and really important that we go there.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Bad data, bad outcomes should be looked at and examined very, very carefully because they are the early warning sign.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

And as I said before, this thing's running at a thousand miles an hour.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

So once it's done something small wrong, it's going to get to something larger on very, very quickly.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Yeah, so with that, as you said, with the book, yeah, there's the 16 weeks before the destruction of Earth and the mix-up is caused by a standard mix-up between America, sorry, America, and every other country in the world.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Um, when we're talking about metric systems and date formats and those kinds of bits and pieces, and it's, it's a mistake I've made in the past, and I'm sure it's a mistake that's going to happen in the future.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

But while those sorts of things are possible, um, these sorts of things are possible.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

It's probably not a very good sentence, but I think, you know what I mean?

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

Yeah.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

I think the probability is higher because we make way more mistakes than we ever admit to.

A Beginner's Guide to AI
Why Small AI Mistakes Become Massive Disasters - Peter McAllister Tells Us

So from that perspective, I think the probability is, is, is much, much higher in my view of the world.