There's a big difference between inflation and hyper-inflation.
An inflation rate of between 1% and 3% is generally seen as a sign of a healthy economy (There is sufficient demand for products that some prices can naturally rise, without causing economic disruption. It also implies a low unemployment rate, in that the economy is sufficiently close to full employment to be able to tolerate some price movements)
Some central banks even go so far as to formally announce a inflation target, which gives the markets a more predictable way to forecast interest rates. See http://en.wikipedia.org/wiki/Inflation_targeting
OTOH, hyper-inflation implies a lack of confidence in the currency and economy.
In a lot of ways this is similar to unemployment. Generally, low unemployment is good for the economy (and presumably society) until it reaches a point where businesses are unable to grow because of a lack of labor. When economists talk about "full employment" they usually mean this point - where labor constrains the economy - rather than an actual 0% unemployment rate. (While this sounds quite harsh, there are good reasons why any economy will have an unemployment rate greater than 0%. For example, often the centers of population do not coincide with the places jobs are)