Poverty is all around, to ignore it is not telling the whole story.
The story isn't that there is poverty. The story is
why there is poverty. The story is not that there is a poor man on the street corner, the story is
why is this man poor. What got him there? Did he have a job? Does he have family? Do they know he's there? What was his childhood like? What makes it so that he can't get out of poverty? Is he from Paris? Is he from France? Does he still have hope?
Yes there is poverty all around, and just taking photographs of beggars
is actually ignoring it — hope you don't mind me disagreeing with you on this, awty, just that I feel very strongly about it.
Like any of us I've been tempted. The other day, I saw a blind beggar — hello ghost of Paul Strand! — in the subway. Was obviously a bit distressed. Had my camera, and a pretty good photograph. Put the camera back in the bag, went to him, asked him if I could help. I let him grab my arm, led him out to the street. Chatted a bit—turns out he's Haitian like me. I promised myself that I would check next time to see if he hung out at the same station, and pursue the conversation. I want to take a photo of him, but I want to ask him first if I can, if it's OK with him, and after I get to learn a bit more about him.
Same with this lady that begs once a week near the liquor store. I've started chatting with her. I know I missed a great opportunity to photograph her the other day—the light was just perfect, falling on that pink coat of hers, but now that I know her a bit, now that I've seen how unbelievable grateful she is that someone just takes the time to say hello to her and ask her how she's doing—treating her as a normal human being, defining her as a human being, not as a "beggar"—I can't. I might some day. But if I don't nothing will be lost. The world does not need another photograph of a beggar, no matter how nice the composition is. And neither do I.
BTW, for situations like this, when I'm not sure, I take out my "Gordon Parks moral compass" to find an answer

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