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Mix the almonds and flour in a bowl until well-combined.
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Combine corn syrup, sugar, butter and chocolate in a small, heavy saucepan.
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Over low heat, stir mixture constantly, until it just comes to a boil.
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Remove from heat and stir in vanilla.
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Add flour mixture and stir until fully blended.
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Drop the dough by tablespoonfuls onto the buttered baking sheet, leaving at least 3 inches on all sides to allow room for spreading (no more than 4 shells on the sheet).
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Bake in a preheated oven at 350°F until they spread out and are lacy, 8-10 minutes.
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Remove from oven and let cool for 1-2 minutes.
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Using a thin metal spatula, lift the still-soft rounds from the baking sheet and drape each over an inverted coffee cup.
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Let them cool completely, then carefully lift off the shells and set aside.
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Repeat process with the next half of the dough.
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Serving: Place the shells on small dessert plates, then fill with ice cream/sorbet of your choice and garnish with chocolate glaze, citrus zest, chopped toasted nuts etc.
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Serve immediately (The shells can be stored in an airtight container for up to 3 days).