gaining steam. Most of their intensification comes in quick frenetic spurts. And so if we can learn to better forecast that or better understand the predictive mechanisms behind that, we'll be able to program models better, whichartificial intelligence is actually useful in, and hopefully be able to deliver slightly better strength forecasts , intensity forecast down the
It's the best one ever. "Forecast ," the answer was "prognostication." "Title," for 39 across, which is right here, was "Mr. President." And this was published on Tuesday, on election day.
Another thing that-- I love this quote-- another thing that successful active managers don't pay Forecast , the old maxim was forecast early and forecast often right because you're always going to probably get it really, really wrong.
who are interested could order the first part and if they liked it they could order the other they could pre-order the forecast and geoengineering um that'll probably do to
Because let's take the economy-- most people forecast two something for this year.A growth rate of two something is cooked into the prices of securities today.
Economic forecast , political forecasts . Forecast about their area of expertise.Forecasts outside their area of expertise.
ago or some people did they didn't this is oil price forecast uh every 5 yearsthe forecast in 1985 was $34 a barrel 5 years out in
1990 the actual was 25 just about a 30% error only 5 years out the 10year forecast in 19851990 5 years 10 years
But at Yankee Group, we measure the economic value of the emergence of the broadband network infrastructure around the world, and this is our forecast most recently of the total value of revenues in the network, just providing broadband services to consumers and businesses.So by 2013, about a billion dollars in value. But that's the platform itself.
And so, in August 2007 there were some signs that this might be a little bit of an over-optimistic forecast . There were some signs that the housing virus was passing into the banking system, but it didn't seem like anything that ordinary economicpolicy would be unable to handle. You know, we set up the Federal Reserve to provide a little bit more credit to the economy, to be a lender of last resort when banks were
A meteorologist can’t tell you if or when it will rain, only that there might be rain somewhere during a certain period. Forecasts deal in probability.It’s an estimate of the long-term odds of an earthquake happening on a specific fault sometime in the future, based on how much time has passed between big earthquakes in a particular spot.
I think you're right-- That's usually not the case. Forecasts of technology are usually hopelessly bad.Well, I think the idea of having, let's say, a portable computer or a mobile phone, something like that, that was a "Dick Tracy," right?
Yeah, yeah, it's amazing. forecasts and see how they do.
that are millennials now this won't last forever there's one thing I know for sure and I'm not even as good of a forecaster or prognostic is is lizanne but it won't it won't last forever and so thinking about when it does go down 2% 5%
And you should remember that the real meaning is actual conflict of interest. Forecasting , noun-- the attempt to predict the unknowable by measuring the irrelevant.A task that in one way or another employs most people on Wall Street.
So extrapolation works all the time. Forecasts that are extrapolations work all the time, but they don't make any money.Logically, am I saying that forecasts never make any money?
Forecast about their area of expertise.Forecasts outside their area of expertise.Short-term and long-term. The point is, these forecasts were all quantifiable.
equally unpredictable this is my favorite forecast so I said why are these forecasts so long wrong Mckenzie was bold enough in 1980 to makea 20-year out forecast for the number of cell phones in the US in the year
inclin and uh large standard errors that's what's going on in these forecasts um there's another element most of them are biased almostcompletely by what people's belief system is last year there was this food
regulation um so this is a a second topic that's particularly important um forecasting the future of technology and that's where we'll surprise him because technology expands the order
And we shall do it more than once. We shall do it millions of times probably billions of times. And we simulate the weather, when we run weather forecasts . If you go NOAA or to the UK Met office, they run simulations of 10 to the 9, 10 to the 15 simulations sometimes,over days. And if it's possible to simulate even a smart part of the universe, you don't need to do the whole thing, in a machine
So I'd be interested to find out, like, what you see is happening with the transfer-open Internet, cause I feel like a lot of these forecasts assume that the network will stay open and it's not going to be throttled and cross-associated with -- so as a prognosticator, whatdo you see happening in the next couple years with that?
Yeah, yeah, it's amazing. "My forecast for the market next year is, it'll be somewhere between up 30 and down 10." She doesn't look like she knows anything.
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To forecast the weather, the weather, as we saw, it's going around, and around, and around, and around, and around.
Last year, GDP grew 2%. Many forecasters forecast that GDP will grow this year at 2%. That's called extrapolation. And usually, in economics, extrapolation works.
hurricane forecast . If you can actually show people the "cone of uncertainty," as they call it, then they gradually come to understand what that means.
In all its guises. Economic forecast , political forecasts . Forecast about their area of expertise.
computer forecast models at high resolution and we've simulated forward a hundred years to see what the implications of global warming is going to be here in the Northwest, and
you forecast into the future, okay? We call that deterministic forecasting . And that's
the forecasts have gotten much better. One proof of that is that the weather forecast in the Southern Hemisphere have now become almost as good as Northern Hemisphere. That
forecast uh every 5 yearsthe forecast in 1985 was $34 a barrel 5 years out in 1990 the actual was 25 just about a 30% error only 5 years out the 10year
the forecast say that we won’t be back to normal unemployment until the middle of the decade and I think that’s probably rosy scenario.
in forecast about that piece of information? Are there computer simulations that you can run? What are the expert ratings?
the forecast was an increase every year over the next couple of years of 8%. So far, we are 4.7 this year despite the downturn, so it's still moving. And what is happening in
my forecasting accuracy-- And we've shown this actually can go up pretty significantly, right?
AI forecasting ? Yeah, so think about how like you know, industry analysts who work for
Weather forecasters, they're experts.
who are interested could order the first part and if they liked it they could order the other they could pre-order the the forecasting in forecasting in future
No, I'm not saying that. The forecasters are often right. Last year, GDP grew 2%.
or I predict six and it turns out to be six, I'll make a lot of money. So forecasts which are not extrapolations-- forecasts which are radically different from the recent past-- are potentially very valuable if they're correct. Of course, they do not have any value if they're incorrect.
the forecasts from different TV stations, and then to evaluate them. And what I found,
And as you forecast out, my question is, how are you seeing things change, specifically in creativity for this next generation growing up
pretty real economic forecast that a substantial fraction of AI folks in the
Like what if this forecast is correct about the way we use antibiotics?
No snow in the forecast over here.
Because your ability to forecast into the future is not zero.
I did the forecast , so I ad lib everything.
just as your weather forecast or any other information you get on your mobile phones.
Another thing that-- I love this quote-- another thing that successful active managers don't pay and if I could forecast the future, I can promise you I would not be standing here giving this talk to Google.