The no part relates to rainfall. There's been really low amounts of rainfall in most parts since the spring, in many places 50% or less of normal. Below is a summary from NOAA.
The nice plots that Wolfram posted show that this year is not quite the most extreme in the past 50 years, but it is close. From climate model projections, we know that even the most extreme models don't get a change in average rainfall by 2020 or even 2030 that is even close enough to bring average rainfall to the historic lows. In fact, it's very rare to see changes that big even by 2100. For example, the figure below from IPCC shows each climate model’s projection of precipitation change by the end of the century. Only one or two show changes of more than 30% in the Corn Belt, and that’s by the end of the century.
Or if projections aren't your thing, just look at observed trends. There is almost nowhere in the world where precipitation trends are bigger than what one can explain just by natural variability. We highlighted this in a Science paper last year focused on agricultural areas. So the bottom line is this is an unusually low rainfall year, and it would still be unusually low if it happened 20 years from now.
Temperature is a different story. Most agricultural areas have seen trends since 1980 of about two standard deviations. That means that an average year now is like a very hot year back in 1980. The US had been an exception to this rule (again see paper), but that was most likely natural variability masking the trend, and there's no reason to think that will continue. For example, a nice analysis by Gerald Meehl and colleagues shows that climate model simulations that reproduce the "warming hole" show just as rapid warming in the 21st century as other models.
This year so far is very warm, but not completely unprecedented in terms of extreme heat, at least not yet (as Wolfram’s plot showed). Without any detailed calculations, I would guess this year is a little warmer than what we should normally expect over the next decade, but not that much. Maybe it’s the new normal for 10 or 20 years from now.
So the best I can say is that a year like this will be more common moving forward. If I'm interpreting "normal" literally, as in an average year, then i don’t think it’s fair to say this is the new normal because rainfall is so low. But years with such high heat and low soil moisture like this won’t be so rare, and we shouldn’t be surprised to see them more often. Especially now that the "mask" of climate variability seems to have been taken off.