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At the more optimistic end, researchers at the World Bank think TFP added nearly three percentage points a year to growth from 2000 to 2010 but even they reckon that is 40% lower than in the 1990s.
Before approving the annual report and accounts the audit committee was not told of this change and the auditor concluded that although the level of provisions was acceptable, the initial provision was towards the "more optimistic end" of the acceptable range.
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"I think, if I'm not mistaken, there's one book where there's a more optimistic ending, which we believe was tacked on later".
Lee and his screenwriter (James Schamus) were probably right in opting for a more optimistic ending, because the rest of the film was infused with such a superbly rendered melancholy that to have piled on the bleakness at the end would have been too much to bear.
Bong Joon-ho, the visionary Korean filmmaker whose credits also include "Snowpiercer" and "The Host," originally considered a more optimistic ending. .
This more optimistic view abruptly ended with the onset of World War I. Siwertz's best novel, Selambs, is a relentless exposé of the capitalistic mentality of wartime profiteers.
Others were more optimistic, saying the week had ended better than expected after the party at least avoided a bloodbath.
The playwright has said he gave the ending a more optimistic spin in response to the Arab Spring, but there are hopeful signs throughout.
"I'm more optimistic because what prevailed at the end of this Republican shutdown and potential default was a clear message that this is not how you run government," said Representative Xavier Becerra of California, the chairman of the House Democratic Caucus.
Ron Wyden, a senator from Oregon who is uncommitted as a superdelegate, is among those who take the more optimistic view that the contest will end in June, that tempers will cool and that voters will come together long before the general election.
Led by two outspoken black officials, Savannah's city council refused to give final approval for the monument until the inscription was revised to end on a more optimistic note.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com