Further, applying my neural network forecaster to these data suggests that the next year or so will see a decline (albeit short lived) in industrial output. This may well be a pessimistic forecast - it does not take into account the surge in business investment that we have seen over recent months. But it does serve as a warning that some aspects of the current recovery are still rather more fragile than might be desirable.