This edition features a handful of the Most Impressive Women Leaders in Tech that are leading us into a better futurebrbrRead More httpsciolookcommostimpressivewomenleadersintechmakingwavesintheindustry2023march2023 ID: 994737
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K H \ N Q R Z K R Z W R D U W L F X O D W H W K H L U Y L V L R Q O L V W H Q D Q G W D N H F U L W L F L V P L Q V W U L G H D Q G D U H F R P I R U W D E O H P D N L Q J G H F L V L R Q V W K D W Z L O O D I I H F W R W K H U S H R S O H \n V O L Y H V 7 K H \ D U H D O V R V N L O O H G D W F R P P X Q L F D W L Q J Z L W K S H R S O H Z K R G R Q \n W V K D U H W K H L U W H F K Q L F D O H [ S H U W L V H 7 K H \ Q G Z D \ V W R W U D Q V O D W H F R P S O H [ F R Q F H S W V L Q W R O D Q J X D J H W K D W Q R Q W H F K Q L F D O S H R S O H F D Q X Q G H U V W D Q G D Q G W K H \ P D N H V X U H W K D W H Y H U \ R Q H R Q W K H W H D P X Q G H U V W D Q G V W K H L U U R O H L Q D F K L H Y L Q J J R D O V 7 K H D G P L U D E O H O H D G H U V K L S V N L O O V R I W H F K O H D G H U V D V L Q G L Y L G X D O V F R P E L Q H G Z L W K W K H L U Y L V L R Q D U \ D S S U R D F K W R U H V R O Y L Q J E X V L Q H V V S U R E O H P V V H W W K H P D S D U W L Q D K L J K O \ F R P S H W L W L Y H L Q G X V W U \ 7 K H L U D F K L H Y H P H Q W V K D Y H K D G D K X J H L P S D F W R Q S H R S O H I U R P D O O Z D O N V R I O L I H : L W K D K X J H S X V K W R P R G H U Q L ] H E X V L Q H V V S U R F H V V H V E \ L P S O H P H Q W L Q J W K H O D W H V W , 7 D G Y D Q F H P H Q W V W H F K Q R O R J \ W D O H Q W L V L Q K L J K G H P D Q G P D N L Q J W K H X Q H P S O R \ P H Q W U D W H I R U W H F K Q R O R J \ S U R V O R Z * U H D W W H F K O H D G H U V W D N H U L V N V E H F D X V H W K H \ N Q R Z W K D W I D L O X U H L V S D U W R I V X F F H V V D Q G , I \ R X Q H Y H U I D L O D W D Q \ W K L Q J W K H Q \ R X \n Y H S U R E D E O \ F K R V H Q Q R W W R W U \ V R P H W K L Q J F K D O O H Q J L Q J H Q R X J K 7 K H \ D U H F R Q V W D Q W O \ F X U L R X V D Q G D O Z D \ V D V N L Q J T X H V W L R Q V D Q G W K H \ P D N H L W D S R L Q W W R E H Z H O O Y H U V H G L Q W K H O D W H V W W H F K Q R O R J L H V W U H Q G V E H V W S U D F W L F H V D Q G L Q G X V W U \ V W D Q G D U G V 0 D S S L Q J W K H M R X U Q H \ R I W K H V H W H F K O H D G H U V & , 2 / R R N V K H G V O L J K W R Q ê 0 R V W , P S U H V V L Y H : R P H Q / H D G H U V L Q 7 H F K 0 D N L Q J : D Y H V L Q W K H , Q G X V W U \ ë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a ^ Z j \n ¼ j A È ~ Æ \r § Ù j ¼ ~ Æ / Ñ È ¿ Æ w ¼ Æ / Ñ X X j ¿ ¿ Æ ; b M O R Z Z M $ X J P H Q W D W L R Q V L Q % X V L Q H V V * U R Z W K 6 P U X W L 6 D Q G K \ D & 2 9 ( 5 6 7 2 5 $ P \ 5 + H Q U \ ' H Y H O R S L Q J W K H & R U H $ V S H F W V R I * U R Z W K D Q G 3 U R J U H V V 7 U D Q V F H Q G L Q J W K H ) D F H W V Z L W K 7 U D Q V I R U P D W L R Q D O $ S S U R D F K H V ) L O L S D 3 H O H M D / H D G H U V K L S V X F F H V V L Q D 9 L U W X D O : R U N ( Q Y L U R Q P H Q W 5 a ^ Z j \n ¼ j A È ~ Æ \r § Ù j ¼ ~ Æ / Ñ È ¿ Æ w ¼ Æ / Ñ X X j ¿ ¿ Æ ; b M O R Z Z M $ X J P H Q W D W L R Q V L Q % X V L Q H V V * U R Z W K 6 P U X W L 6 D Q G K \ D % U L H I , V D E H O O D ' U R O ] 9 L F H 3 U H V L G H Q W R I 3 U R G X F W 0 D U N H W L Q J , V D E H O O D \n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¿ Q D Q F H Q H Z E X V L Q H V V G H Y H O R S P H Q W L Q W K H ( Q H U J \ , Q G X V W U \ Z L W K P R U H W K D Q \ H D U V R I S U R Y H Q , Q W H U Q D W L R Q D O 8 S V W U H D P ( [ S H U L H Q F H , 2 & 1 2 & D Q G % L J & R Q V X O W L Q J L Q 1 R U W K $ P H U L F D ( X U R S H D Q G 6 R X W K H D V W $ V L D S R U W I R O L R V ( X Q L N H 9 H Q W X U H V H X Q L N H Y H Q W X U H V F R P 0 D U ] H Q D 2 á X E H N ' D W D 6 F L H Q W L V W 0 D U ] H Q D L V D ' D W D 6 F L H Q W L V W Z L W K \ H D U V ¶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¶ÂÁǸÁÇ ÆØáÜâå ¸×Üçâåð ¾ð c ¾¸ëØÖèçÜéØ ¸×Üçâåæðð Ø ü ÿB ü ã N"B ü ÿ ãhð ; ã ¾ ·¸Æ¼ºÁ ÉÜæèÔßÜíØå " ¾b ãð ¾J ãB´åç ·ØæÜÚá ·ÜåØÖçâåðð | ãb ¾J ÿð »´ææâÖÜÔçØ ·ØæÜÚáØåðð ÿJ ¾ð y» Æ´¿¸Æ ÆØáÜâå ÆÔßØæ ÀÔáÔÚØåð ÿ ü ¾ ã ãð X»¼ð |"O ÿi� ¾ð »¶èæçâàØå ÆèÖÖØææ ÀÔáÔÚØå N ¾ Ùð |i ¾¼ð� y ¾J ü ¾ ãB üÆÔßØæ ¸ëØÖèçÜéØæðð N" ü¼ð |" ü ÿJ Ǹ¶»Á¼¶´¿ ÇØÖÛáÜÖÔß »ØÔ×ðð� y ¾ Ù ü ÿð X" ¾B ü ÿÇØÖÛáÜÖÔß ¶âáæèßçÔáçðð ÿ ÙJ�"ð " ÿB 0 D U F K ¶âãìåÜÚÛç û ¥£¥¦ ¶¼Â¿Â¾ ´ßß åÜÚÛçæ åØæØåéØס ÇÛØ ÖâáçØáç Ôá× ÜàÔÚØæ èæØ× Üá 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H D W K D W V K H I H H O V Y H U \ S D V V L R Q D W H D E R X W & R D F K + X E F R D F K K X E F R P & R P H W F R P H W W H F K $ P \ 5 + H Q U \ & ( 2 D Q G & R I R X Q G H U $ P \ L V H [ W H Q V L Y H D Q G P X O W L I D F H W H G V N L O O V H W Z L W K D I R F X V R Q F R P P H U F L D O ¿ Q D Q F H Q H Z E X V L Q H V V G H Y H O R S P H Q W L Q W K H ( Q H U J \ , Q G X V W U \ Z L W K P R U H W K D Q \ H D U V R I S U R Y H Q , Q W H U Q D W L R Q D O 8 S V W U H D P ( [ S H U L H Q F H , 2 & 1 2 & D Q G % L J & R Q V X O W L Q J L Q 1 R U W K $ P H U L F D ( X U R S H D Q G 6 R X W K H D V W $ V L D S R U W I R O L R V ( X Q L N H 9 H Q W X U H V H X Q L N H Y H Q W X U H V F R P 0 D U ] H Q D 2 á X E H N ' D W D 6 F L H Q W L V W 0 D U ] H Q D L V D ' D W D 6 F L H Q W L V W Z L W K \ H D U V ¶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¶ÂÁǸÁÇ ÆØáÜâå ¸×Üçâåð ¾ð c ¾¸ëØÖèçÜéØ ¸×Üçâåæðð Ø ü ÿB ü ã N"B ü ÿ ãhð ; ã ¾ ·¸Æ¼ºÁ ÉÜæèÔßÜíØå " ¾b ãð ¾J ãB´åç ·ØæÜÚá ·ÜåØÖçâåðð | ãb ¾J ÿð »´ææâÖÜÔçØ ·ØæÜÚáØåðð ÿJ ¾ð y» Æ´¿¸Æ ÆØáÜâå ÆÔßØæ ÀÔáÔÚØåð ÿ ü ¾ ã ãð X»¼ð |"O ÿi� ¾ð »¶èæçâàØå ÆèÖÖØææ ÀÔáÔÚØå N ¾ Ùð |i ¾¼ð� y ¾J ü ¾ ãB üÆÔßØæ ¸ëØÖèçÜéØæðð N" ü¼ð |" ü ÿJ Ǹ¶»Á¼¶´¿ ÇØÖÛáÜÖÔß »ØÔ×ðð� y ¾ Ù ü ÿð X" ¾B ü ÿÇØÖÛáÜÖÔß ¶âáæèßçÔáçðð ÿ ÙJ�"ð " ÿB 0 D U F K ¶âãìåÜÚÛç û ¥£¥¦ ¶¼Â¿Â¾ ´ßß åÜÚÛçæ åØæØåéØס ÇÛØ ÖâáçØáç Ôá× ÜàÔÚØæ èæØ× Üá çÛÜæ àÔÚÔíÜáØ æÛâèß× áâç ÕØ åØãåâ×èÖØ× âå çåÔáæàÜççØ× Üá Ôáì Ùâåà âå Õì Ôáì àØÔáæ ØßØÖçåâáÜÖ àØÖÛÔáÜÖÔß ãÛâçâÖâãìÜáÚ 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W R G U L Y H F R Q W L Q X R X V L P S U R Y H P H Q W W K D W è V Z K D W H [ F L W H V P H 7 K H U H I R U H , Z D Q W W R V K D S H & R P H W [ O R Q L Q D Z D \ W K D W Z H D U H Q R W R Q O \ U H D G \ E X W D U H W K H G U L Y H U I R U W K H F R P L Q J W U H Q G V D Q G F K D O O H Q J H V L Q R X U L Q G X V W U \ H V S H F L D O O \ Z K H Q L W F R P H V W R G D W D D Q D O \ W L F V D Q G D U W L F L D O L Q W H O O L J H Q F H , Q D Q X W V K H O O W D N L Q J W K H Q H [ W V W H S W R D F F H O H U D W H W K H P D U N H W ð § ã ¾�ðð ABBO ãB ù ð X"J üBð ABBO ãB ù ð X"J üBð ABBO ãB ù ð X"J üð ABBO ã ù ¶»ÂÂƸ ÂÈÅ ÆȵƶżÃǼÂÁÆçÔì Üá çÛØ Þáâêá¡ O ØB Ù� ÿ Ø ãðJ"ð A ` R ` ` P 9 ãJð A ` R ` ` Pð X ¾ ÷ ¾q ÿ ãð ÿð;� ÿJ¼ð ¾ ßð ß ÿ ÷ ÿJ ¾ð"ðð ccc» Ù ÿ"""» Ù" « Þz L]z $ ¬ ¿ Þ 7 H F K / H D G H U V K L S ð : K D W F R P H V W R \ R X U P L Q G Z K H Q \ R X K H D U W K H V H W Z R Z R U G V " 8 Q G H U V W D Q G L Q J W K H P H D Q L Q J R I W K H V H W Z R Z R U G V L V Q R W F R P S O L F D W H G $ V W K H Q D P H V X J J H V W V W K H W H F K O H D G H U V K L S U R O H L V W K H F R P E L Q D W L R Q R I W Z R P D L Q U H V S R Q V L E L O L W L H V N H H S L Q J D Q H \ H R Q H P H U J L Q J W H F K Q R O R J L F D O G H Y H O R S P H Q W V D Q G D W W K H V D P H W L P H K D Y L Q J V W D X Q F K O H D G H U V K L S D F X P H Q R X P L J K W K D Y H S L F W X U H G D S H U V R Q L Q \ R X U E U D L Q Z L W K W K H W H F K Q L F D O H [ S H U L H Q F H D Q G J R R G F R P P X Q L F D W L R Q V N L O O V W K D W D G K H U H W R W K H O H D G H U V K L S U R O H 7 K D W è V W U X H V R P H Z K H U H E X W W K H U H V S R Q V L E L O L W \ R I D W H F K Q L F D O O H D G H U L V K D U G W R G H Q H 0 R V W R I W K H W L P H \ R X V S H Q G H [ S O R U L Q J W K H G \ Q D P L F V R I W H F K Q R O R J \ D V D W H F K O H D G H U + R Z H Y H U L W è V Q R W O L P L W H G W R W K L V R X è U H D O V R U H V S R Q V L E O H I R U W K H H Q W L U H G H Y H O R S P H Q W R I W K H R U J D Q L ] D W L R Q W K H W H D P D Q G P R V W L P S R U W D Q W O \ N H H S L Q J \ R X U R U J D Q L ] D W L R Q V W D \ R Q W R S R I W K H F R P S H W L W L R Q R X Q R O R Q J H U I R F X V R Q \ R X U S U R E O H P E X W G H Y H O R S L P P H U V L Y H V W U D W H J L H V D Q G W K U L Y H W R Z D U G V J R L Q J D K H D G Z L W K D S U R E O H P V R O Y L Q J D S S U R D F K 7 K L V L V K R Z $ P \ 5 + H Q U \ H [ F H O V L Q W K H H Y H U H Y R O Y L Q J P R G H U Q L Q G X V W U \ % H L Q J W K H & ( 2 D Q G & R I R X Q G H U R I ( 8 1 , . 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ç X Q L T X H è 6 R Z H K D Y H E X L O W D S U R J U D P Z L W K & D Q D G D Z L W K R X U ç H Q H U J \ 1 ( ; 7 è S U R J U D P + R X V W R Q U H F R J Q L ] H G P H D V R Q H R I W K H Z R P H Q O H D G L Q J W H F K Q R O R J \ E X L O G R X W R I W K H L Q Q R Y D W L R Q H F R V \ V W H P Z K H Q Z H O D X Q F K H G ( 8 1 , . ( 9 H Q W X U H V Z L W K R X U H Q H U J \ S D U W Q H U V D W W K H W L P H ( T X L Q R U + H V V D Q G $ Q D G D U N R , Z L O O E H V S H D N L Q J D W W K H R S H Q L Q J S O H Q D U \ V H V V L R Q D W 8 5 7 H F L Q ' H Q Y H U W K L V \ H D U D E R X W ( 8 1 , . ( \n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ê H Q H U J \ Z K L V S H U H U V ë D Q G W K H L Q G X V W U \ V H H V X V K H O S L Q J W R O W H U W K H Q R L V H R I L Q Q R Y D W L R Q D Q G Q H Z W H F K Q R O R J L H V ' H V F U L E H L Q G H W D L O W K H Y D O X H V D Q G W K H Z R U N F X O W X U H W K D W G U L Y H V \ R X U R U J D Q L ] D W L R Q 2 X U Y D O X H V D Q G Z R U N F X O W X U H D U H W K H V D P H V H H G V H O H P H Q W V Z H P X V W Z R U N Z L W K W K H L Q G X V W U \ W R H Q D E O H L Q Q R Y D W L R Q D Q G V X F F H V V 6 R P H R I W K H V H F K D U D F W H U L V W L F V D U H E H O R Z , Q D G G L W L R Q Z H K D Y H D W H D P I U R P Y D U L R X V E D F N J U R X Q G V V N L O O V H W V D Q G H [ S H U L H Q F H V ' L Y H U V L W \ L Q W K R X J K W L V D 0 8 6 7 / D V W O \ L V W K H D E L O L W \ W R U R O O X S \ R X U V O H H Y H V D Q G Z R U N V L G H E \ V L G H Z L W K W K H H Q W U H S U H Q H X U $ 6 : ( / / D V S O D \ D 3 8 6 + 3 8 / / U R O O Z L W K R X U L Q G X V W U \ 7 K H % 2 7 7 2 0 O L Q H L V W K D W D Q H Q W U H S U H Q H X U L V O R R N L Q J I R U D O R Q J W H U P U H O D W L R Q V K L S D Q G W U X V W L V D W W K H W R S R I W K H L U O L V W L I U H T X L U H P H Q W V 5 H T X L U H G 0 , 1 ' 6 ( 7 ( [ S D Q V L Y H ' L Y H U V H 7 K L Q N L Q J & R O O D E R U D W L Y H & X U L R X V $ J L O H D Q G ( P S D W K H W L F , D P D U H O X F W D Q W H Q W U H S U H Q H X U J U R Z L Q J X S Z L W K D I D W K H U Z K R Z D V D V H U L D O H Q W U H S U H Q H X U X Q G H U V W D Q G L Q J K R Z K D U G D Q G F K D O O H Q J L Q J W K L V M R X U Q H \ Z R X O G E H & ( 2 D Q G & R I R X Q G H U Z Z Z F L R O R R N F R P _ 0 D U F K _ Z Z Z F L R O R R N F R P _ 0 D U F K _ « Þz L]z $ ¬ ¿ Þ 7 H F K / H D G H U V K L S ð : K D W F R P H V W R \ R X U P L Q G Z K H Q \ R X K H D U W K H V H W Z R Z R U G V " 8 Q G H U V W D Q G L Q J W K H P H D Q L Q J R I W K H V H W Z R Z R U G V L V Q R W F R P S O L F D W H G $ V W K H Q D P H V X J J H V W V W K H W H F K O H D G H U V K L S U R O H L V W K H F R P E L Q D W L R Q R I W Z R P D L Q U H V S R Q V L E L O L W L H V N H H S L Q J D Q H \ H R Q H P H U J L Q J W H F K Q R O R J L F D O G H Y H O R S P H Q W V D Q G D W W K H V D P H W L P H K D Y L Q J V W D X Q F K O H D G H U V K L S D F X P H Q R X P L J K W K D Y H S L F W X U H G D S H U V R Q L Q \ R X U E U D L Q Z L W K W K H W H F K Q L F D O H [ S H U L H Q F H D Q G J R R G F R P P X Q L F D W L R Q V N L O O V W K D W D G K H U H W R W K H O H D G H U V K L S U R O H 7 K D W è V W U X H V R P H Z K H U H E X W W K H U H V S R Q V L E L O L W \ R I D W H F K Q L F D O O H D G H U L V K D U G W R G H Q H 0 R V W R I W K H W L P H \ R X V S H Q G H [ S O R U L Q J W K H G \ Q D P L F V R I W H F K Q R O R J \ D V D W H F K O H D G H U + R Z H Y H U L W è V Q R W O L P L W H G W R W K L V R X è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è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ê * R R G 9 L F W R U \ ë Z D V F U H D W H G Z L W K W K H H Q G L Q P L Q G ê 5 H D O L ] L Q J W K H ( Q W U H S U H Q H X U L D O 6 S L U L W ë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ç X Q L T X H è 6 R Z H K D Y H E X L O W D S U R J U D P Z L W K & D Q D G D Z L W K R X U ç H Q H U J \ 1 ( ; 7 è S U R J U D P + R X V W R Q U H F R J Q L ] H G P H D V R Q H R I W K H Z R P H Q O H D G L Q J W H F K Q R O R J \ E X L O G R X W R I W K H L Q Q R Y D W L R Q H F R V \ V W H P Z K H Q Z H O D X Q F K H G ( 8 1 , . ( 9 H Q W X U H V Z L W K R X U H Q H U J \ S D U W Q H U V D W W K H W L P H ( T X L Q R U + H V V D Q G $ Q D G D U N R , Z L O O E H V S H D N L Q J D W W K H R S H Q L Q J S O H Q D U \ V H V V L R Q D W 8 5 7 H F L Q ' H Q Y H U W K L V \ H D U D E R X W ( 8 1 , . ( \n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ê H Q H U J \ Z K L V S H U H U V ë D Q G W K H L Q G X V W U \ V H H V X V K H O S L Q J W R O W H U W K H Q R L V H R I L Q Q R Y D W L R Q D Q G Q H Z W H F K Q R O R J L H V ' H V F U L E H L Q G H W D L O W K H Y D O X H V D Q G W K H Z R U N F X O W X U H W K D W G U L Y H V \ R X U R U J D Q L ] D W L R Q 2 X U Y D O X H V D Q G Z R U N F X O W X U H D U H W K H V D P H V H H G V H O H P H Q W V Z H P X V W Z R U N Z L W K W K H L Q G X V W U \ W R H Q D E O H L Q Q R Y D W L R Q D Q G V X F F H V V 6 R P H R I W K H V H F K D U D F W H U L V W L F V D U H E H O R Z , Q D G G L W L R Q Z H K D Y H D W H D P I U R P Y D U L R X V E D F N J U R X Q G V V N L O O V H W V D Q G H [ S H U L H Q F H V ' L Y H U V L W \ L Q W K R X J K W L V D 0 8 6 7 / D V W O \ L V W K H D E L O L W \ W R U R O O X S \ R X U V O H H Y H V D Q G Z R U N V L G H E \ V L G H Z L W K W K H H Q W U H S U H Q H X U $ 6 : ( / / D V S O D \ D 3 8 6 + 3 8 / / U R O O Z L W K R X U L Q G X V W U \ 7 K H % 2 7 7 2 0 O L Q H L V W K D W D Q H Q W U H S U H Q H X U L V O R R N L Q J I R U D O R Q J W H U P U H O D W L R Q V K L S D Q G W U X V W L V D W W K H W R S R I W K H L U O L V W L I U H T X L U H P H Q W V 5 H T X L U H G 0 , 1 ' 6 ( 7 ( [ S D Q V L Y H ' L Y H U V H 7 K L Q N L Q J & R O O D E R U D W L Y H & X U L R X V $ J L O H D Q G ( P S D W K H W L F , D P D U H O X F W D Q W H Q W U H S U H Q H X U J U R Z L Q J X S Z L W K D I D W K H U Z K R Z D V D V H U L D O H Q W U H S U H Q H X U X Q G H U V W D Q G L Q J K R Z K D U G D Q G F K D O O H Q J L Q J W K L V M R X U Q H \ Z R X O G E H & ( 2 D Q G & R I R X Q G H U Z Z Z F L R O R R N F R P _ 0 D U F K _ Z Z Z F L R O R R N F R P _ 0 D U F K _ ) U R P D / H D G H U V K L S ' H O L Y H U \ S H U V S H F W L Y H ) D L O X U H L V D Q 2 S W L R Q 7 L P H 6 S D F H W R ) D L O 5 H D V R Q D E O H 6 F K H G X O H ( [ S H F W D W L R Q V 3 D W L H Q F H 2 U J D Q L ] D W L R Q D O 7 U X V W & O H D U 9 L V L R Q 0 L V V L R Q 6 W U D W H J \ Z L W K D ' H J U H H R I $ X W R Q R P \ 8 Q G H Q L D E O \ W H F K Q R O R J \ L V S O D \ L Q J D V L J Q L F D Q W U R O H L Q D O P R V W H Y H U \ V H F W R U + R Z D U H \ R X O H Y H U D J L Q J W H F K Q R O R J L F D O D G Y D Q F H P H Q W V W R P D N H \ R X U V R O X W L R Q V U H V R X U F H I X O " : H D U H D J Q R V W L F L Q R X U D S S U R D F K D Q G F D V W R X U Q H W V Z L G H O R R N L Q J D W D O O Y H U W L F D O V : K D W F K D Q J H Z R X O G \ R X O L N H W R E U L Q J W R W K H W H F K L Q G X V W U \ L I J L Y H Q D F K D Q F H " 3 D U W R I R X U U R O H L Q Z K D W Z H G R H Y H U \ G D \ L V W R E U L Q J I R U Z D U G W K H Y R L F H D Q G F K D O O H Q J H V R I W K H H Q W U H S U H Q H X U % H V L G H V W K R X J K W O H D G H U V K L S D Q G G U L Y L Q J R S H Q K R Q H V W G L D O R J X H Z H D O V R K D Y H D O D U J H U R O H L Q W H U P V R I ç S D \ L Q J L W I R U Z D U G è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è G O L N H W R D G Y L F H W K H D V S L U D Q W V D U H : K H Q \ R X D U H \ R X Q J W D N H R Q F D U H H U U L V N V , I W K L Q J V G R Q è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è W J H W F D X J K W X S L Q Z K D W H Y H U \ R Q H H O V H L V G R L Q J ð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ç S D \ L Q J L W I R U Z D U G è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Z I R U U H D O W L P H F R P P X Q L F D W L R Q 6 H F R Q G O \ \ R X P X V W 6 H W F O H D U H [ S H F W D W L R Q V 0 D N H V X U H W K D W \ R X U W H D P P H P E H U V X Q G H U V W D Q G Z K D W L V H [ S H F W H G R I W K H P D Q G H V W D E O L V K F O H D U J X L G H O L Q H V D U R X Q G Z R U N K R X U V G H D G O L Q H V D Q G F R P P X Q L F D W L R Q S U R W R F R O V ( Q F R X U D J H W K H P W R H V W D E O L V K D U R X W L Q H W K D W L Q F O X G H V U H J X O D U F K H F N L Q V D Q G S U R J U H V V X S G D W H V $ W : R P H Q , Q 7 U X F N L Q J Z H K D Y H D U H V X O W V R U L H Q W H G Z R U N H Q Y L U R Q P H Q W 7 K L V P H D Q V Z H G R Q R W W U D F N K R X U V R U G D \ V Z R U N H G , Q V W H D G Z H P R Q L W R U R X W S X W , I D W H D P P H P E H U S U H I H U V W R Z R U N H Y H Q L Q J V R U W D N H V D E U H D N L Q W K H D I W H U Q R R Q W R D F F R P P R G D W H W K H L U F K L O G U H Q \n V V F K H G X O H V & ; 2 Z Z Z F L R O R R N F R P _ 0 D U F K _ Z Z Z F L R O R R N F R P _ 0 D U F K _ Z H D U H Q H Z L W K W K D W L I W K H \ S D U W L F L S D W H L Q V F K H G X O H G P H H W L Q J V ) R U P H , S U H I H U W R Z R U N O D W H L Q W R W K H H Y H Q L Q J H V S H F L D O O \ G X U L Q J W K H Z L Q W H U P R Q W K V Z K H Q L W \n V G D U N R X W V L G H E \ I R X U R \n F O R F N , O L N H W R Z D N H X S Z L W K R X W V H W W L Q J D Q D O D U P D Q G W K H Q Z R U N R X W E H I R U H , J H W U H D G \ I R U P \ Z R U N G D \ : H G R Q \n W K D Y H K R O L G D \ V R U V L F N G D \ V E H F D X V H Z H D O O R Z R X U H P S O R \ H H V W R G H W H U P L Q H Z K H Q W K H \ Z D Q W W R W D N H W L P H R I I D Q G K R Z O R Q J W K H \ Z L O O E H J R Q H 7 K H R Q O \ U H T X L U H P H Q W L V W K D W W K H \ J H W W K H L U Z R U N G R Q H D Q G W K D W W K H D E V H Q F H Z R Q \n W D I I H F W R W K H U H P S O R \ H H \n V S U R J U H V V : R U N L Q J L Q D Y L U W X D O H Q Y L U R Q P H Q W P H D Q V \ R X P X V W S U L R U L W L ] H W U X V W D Q G W U D Q V S D U H Q F \ : L W K R X W W K H E H Q H W R I L Q S H U V R Q L Q W H U D F W L R Q V W U X V W D Q G W U D Q V S D U H Q F \ E H F R P H H Y H Q P R U H L P S R U W D Q W ( Q F R X U D J H R S H Q D Q G K R Q H V W F R P P X Q L F D W L R Q D Q G I R V W H U D Q H Q Y L U R Q P H Q W Z K H U H W H D P P H P E H U V I H H O F R P I R U W D E O H V K D U L Q J W K H L U F R Q F H U Q V D Q G L G H D V $ W : R P H Q , Q 7 U X F N L Q J Z H I R V W H U D V W U R Q J W H D P F X O W X U H & U H D W L Q J D V W U R Q J W H D P F X O W X U H L V F U L W L F D O W R P D L Q W D L Q L Q J W H D P F R K H V L R Q D Q G P R W L Y D W L R Q & R Q V L G H U R U J D Q L ] L Q J Y L U W X D O W H D P E X L O G L Q J D F W L Y L W L H V U H F R J Q L ] L Q J W H D P P H P E H U V I R U W K H L U D F K L H Y H P H Q W V D Q G F H O H E U D W L Q J P L O H V W R Q H V W R J H W K H U ( Y H Q W K R X J K Z H D U H V S U H D G D F U R V V W K H F R X Q W U \ Z H D U H F R Q Q H F W H G E H F D X V H D U H F D U H D E R X W H D F K S H U V R Q R Q W K H W H D P 7 R V X F F H H G L Q D Y L U W X D O Z R U N F X O W X U H \ R X P X V W S U R Y L G H U H J X O D U I H H G E D F N D Q G V X S S R U W 5 H J X O D U I H H G E D F N D Q G V X S S R U W D U H F U X F L D O L Q D Y L U W X D O H Q Y L U R Q P H Q W Z K H U H W H D P P H P E H U V P D \ I H H O L V R O D W H G R U G L V F R Q Q H F W H G 7 D N H W K H W L P H W R S U R Y L G H F R Q V W U X F W L Y H I H H G E D F N D Q G R I I H U V X S S R U W Z K H U H Q H H G H G . H H S L W F X U U H Q W D Q G P D N H L W D U H J X O D U S D U W R I R X U L Q W H U D F W L R Q V , W L V Y H U \ L P S R U W D Q W W R O H D G E \ H [ D P S O H $ V D O H D G H U L W L V L P S R U W D Q W W R P R G H O W K H E H K D Y L R U \ R X Z D Q W W R V H H I U R P \ R X U W H D P ' H P R Q V W U D W H D V W U R Q J Z R U N H W K L F S U L R U L W L ] H F R P P X Q L F D W L R Q D Q G F R O O D E R U D W L R Q D Q G P D L Q W D L Q D S R V L W L Y H D W W L W X G H L Q W K H I D F H R I F K D O O H Q J H V 1 R R Q H Z R U N V K D U G H U W K D Q P H L Q R X U R U J D Q L ] D W L R Q 7 K H Z R U N I R U F H R I W R P R U U R Z Z L O O L Q F O X G H U H P R W H H P S O R \ H H V Z K R U H O \ R Q W H F K Q R O R J \ W R V W D \ F R Q Q H F W H G $ W W K H : R P H Q , Q 7 U X F N L Q J $ V V R F L D W L R Q Z H H P E U D F H R X U W H D P P H P E H U V Y L U W X D O O \ D Q G Y D O X H W K H L U R X W S X W D Q G P H D V X U H U H V X O W V Q R W P L Q X W H V R U K R X U V Z Z Z F L R O R R N F R P _ 0 D U F K _ Z H D U H Q H Z L W K W K D W L I W K H \ S D U W L F L S D W H L Q V F K H G X O H G P H H W L Q J V ) R U P H , S U H I H U W R Z R U N O D W H L Q W R W K H H Y H Q L Q J H V S H F L D O O \ G X U L Q J W K H Z L Q W H U P R Q W K V Z K H Q L W \n V G D U N R X W V L G H E \ I R X U R \n F O R F N , O L N H W R Z D N H X S Z L W K R X W V H W W L Q J D Q D O D U P D Q G W K H Q Z R U N R X W E H I R U H , J H W U H D G \ I R U P \ Z R U N G D \ : H G R Q \n W K D Y H K R O L G D \ V R U V L F N G D \ V E H F D X V H Z H D O O R Z R X U H P S O R \ H H V W R G H W H U P L Q H Z K H Q W K H \ Z D Q W W R W D N H W L P H R I I D Q G K R Z O R Q J W K H \ Z L O O E H J R Q H 7 K H R Q O \ U H T X L U H P H Q W L V W K D W W K H \ J H W W K H L U Z R U N G R Q H D Q G W K D W W K H D E V H Q F H Z R Q \n W D I I H F W R W K H U H P S O R \ H H \n V S U R J U H V V : R U N L Q J L Q D Y L U W X D O H Q Y L U R Q P H Q W P H D Q V \ R X P X V W S U L R U L W L ] H W U X V W D Q G W U D Q V S D U H Q F \ : L W K R X W W K H E H Q H W R I L Q S H U V R Q L Q W H U D F W L R Q V W U X V W D Q G W U D Q V S D U H Q F \ E H F R P H H Y H Q P R U H L P S R U W D Q W ( Q F R X U D J H R S H Q D Q G K R Q H V W F R P P X Q L F D W L R Q D Q G I R V W H U D Q H Q Y L U R Q P H Q W Z K H U H W H D P P H P E H U V I H H O F R P I R U W D E O H V K D U L Q J W K H L U F R Q F H U Q V D Q G L G H D V $ W : R P H Q , Q 7 U X F N L Q J Z H I R V W H U D V W U R Q J W H D P F X O W X U H & U H D W L Q J D V W U R Q J W H D P F X O W X U H L V F U L W L F D O W R P D L Q W D L Q L Q J W H D P F R K H V L R Q D Q G P R W L Y D W L R Q & R Q V L G H U R U J D Q L ] L Q J Y L U W X D O W H D P E X L O G L Q J D F W L Y L W L H V U H F R J Q L ] L Q J W H D P P H P E H U V I R U W K H L U D F K L H Y H P H Q W V D Q G F H O H E U D W L Q J P L O H V W R Q H V W R J H W K H U ( Y H Q W K R X J K Z H D U H V S U H D G D F U R V V W K H F R X Q W U \ Z H D U H F R Q Q H F W H G E H F D X V H D U H F D U H D E R X W H D F K S H U V R Q R Q W K H W H D P 7 R V X F F H H G L Q D Y L U W X D O Z R U N F X O W X U H \ R X P X V W S U R Y L G H U H J X O D U I H H G E D F N D Q G V X S S R U W 5 H J X O D U I H H G E D F N D Q G V X S S R U W D U H F U X F L D O L Q D Y L U W X D O H Q Y L U R Q P H Q W Z K H U H W H D P P H P E H U V P D \ I H H O L V R O D W H G R U G L V F R Q Q H F W H G 7 D N H W K H W L P H W R S U R Y L G H F R Q V W U X F W L Y H I H H G E D F N D Q G R I I H U V X S S R U W Z K H U H Q H H G H G . H H S L W F X U U H Q W D Q G P D N H L W D U H J X O D U S D U W R I R X U L Q W H U D F W L R Q V , W L V Y H U \ L P S R U W D Q W W R O H D G E \ H [ D P S O H $ V D O H D G H U L W L V L P S R U W D Q W W R P R G H O W K H E H K D Y L R U \ R X Z D Q W W R V H H I U R P \ R X U W H D P ' H P R Q V W U D W H D V W U R Q J Z R U N H W K L F S U L R U L W L ] H F R P P X Q L F D W L R Q D Q G F R O O D E R U D W L R Q D Q G P D L Q W D L Q D S R V L W L Y H D W W L W X G H L Q W K H I D F H R I F K D O O H Q J H V 1 R R Q H Z R U N V K D U G H U W K D Q P H L Q R X U R U J D Q L ] D W L R Q 7 K H Z R U N I R U F H R I W R P R U U R Z Z L O O L Q F O X G H U H P R W H H P S O R \ H H V Z K R U H O \ R Q W H F K Q R O R J \ W R V W D \ F R Q Q H F W H G $ W W K H : R P H Q , Q 7 U X F N L Q J $ V V R F L D W L R Q Z H H P E U D F H R X U W H D P P H P E H U V Y L U W X D O O \ D Q G Y D O X H W K H L U R X W S X W D Q G P H D V X U H U H V X O W V Q R W P L Q X W H V R U K R X U V Z Z Z F L R O R R N F R P _ 0 D U F K _ 1 F M F K B \n Y H U \ R Q H K D V W K H L U R Z Q O H D G H U V K L S V W \ O H D Q G W K H W \ S H R I O H D G H U W K D W \ R X D U H D W W K H E H J L Q Q L Q J R I \ R X U F D U H H U G R H V Q è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è V W K H V L V L Q W K H 0 D F K L Q H / H D U Q L Q J G R P D L Q D W W K D W W L P H % L J ' D W D Z D V Z R U G R I P R X W K D F U R V V L Q G X V W U L H V , Q X H Q F H G E \ K H U S D V V L R Q I R U G D W D D Q G H [ S H U L H Q F H Z R U N L Q J L Q D Q R U J D Q L V D W L R Q ) L O L S D G H F L G H G W R H [ W H Q G K H U V W X G L H V W R D 3 K ' W R S L F Z L W K L Q W K H O H Q V H V R I ê : K D W F D Q E H D F F R P S O L V K H G L Q D F D G H P L D W K D W W U D Q V O D W H V L Q W R L Q Q R Y D W L R Q L Q L Q G X V W U L H V " ë å D V R U W R I E H V W F R P E L Q D W L R Q R I E R W K Z R U O G V 7 K H P R P H Q W X P N H S W J U R Z L Q J D V L Q ' D W D 6 F L H Q W L V W M R E E H F D P H N Q R Z Q D V 7 K H V H [ L H V W M R E R I W K H V W F H Q W X U \ ë : L W K L Q W K H V D P H S H U L R G G L J L W D O F R P S D Q L H V Z H U H D G R S W L Q J G L J L W D O W U D Q V I R U P D W L R Q D V D P H D Q V W R D G D S W W K H L U W H F K Q R O R J \ W R P H H W W K H R U J D Q L ] D W L R Q è V Q H H G V % \ ) L O L S D Z D V L Q W K H Q D O M R X U Q H \ R I K H U 3 K ' V W X G L H V 6 K H D F F R P S O L V K H G K H U R E M H F W L Y H R I F R Q Q H F W L Q J D F D G H P L F O H D U Q L Q J V W R W K H L Q G X V W U \ Z L W K W K D W ) L O L S D Z R Q W K H U V W S U L ] H L Q D F R P S H W L W L R Q R U J D Q L V H G E \ 1 2 6 D Q G 0 L F U R V R I W W K H F K D O O H Q J H Z D V W R D Q V Z H U W K H T X H V W L R Q ê : K D W Z L O O / R R N O L N H W K H 7 H O H Y L V L R Q R I W K H ) X W X U H " ë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U H \ R X D U H W R G D \ " 0 R Y L Q J W R D O H D G H U V K L S U R O H G L G Q R W F R P H W R P L Q G L Q P \ H D U O \ F D U H H U V W D J H V / R R N L Q J E D F N W K H I R F X V Z D V Z L W K L Q D G L I I H U H Q W K R U L ] R Q D V F D U H H U S D W K V W R Z D U G V O H D G H U V K L S Z L W K L Q R U J D Q L V D W L R Q V Z H U H Q H Y H U S D U W R I P \ O H D U Q L Q J * L O L S D \n ' Z Z Z F L R O R R N F R P _ 0 D U F K _ Z Z Z F L R O R R N F R P _ 0 D U F K _ 1 F M F K B \n Y H U \ R Q H K D V W K H L U R Z Q O H D G H U V K L S V W \ O H D Q G W K H W \ S H R I O H D G H U W K D W \ R X D U H D W W K H E H J L Q Q L Q J R I \ R X U F D U H H U G R H V Q è W Q H F H V V D U L O \ G L F W D W H W K H W \ S H R I O H D G H U \ R X Z L O O E H W K U R X J K R X W \ R X U M R X U Q H \ ) L O L S D 3 H O H M D V W D U W H G K H U F D U H H U D V D 6 R I W Z D U H ' H Y H O R S H U D Q G T X L F N O \ W U D Q V L W L R Q H G W R S X U V X H K H U S D V V L R Q G L V F R Y 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K Z R U O G V 7 K H P R P H Q W X P N H S W J U R Z L Q J D V L Q ' D W D 6 F L H Q W L V W M R E E H F D P H N Q R Z Q D V 7 K H V H [ L H V W M R E R I W K H V W F H Q W X U \ ë : L W K L Q W K H V D P H S H U L R G G L J L W D O F R P S D Q L H V Z H U H D G R S W L Q J G L J L W D O W U D Q V I R U P D W L R Q D V D P H D Q V W R D G D S W W K H L U W H F K Q R O R J \ W R P H H W W K H R U J D Q L ] D W L R Q è V Q H H G V % \ ) L O L S D Z D V L Q W K H Q D O M R X U Q H \ R I K H U 3 K ' V W X G L H V 6 K H D F F R P S O L V K H G K H U R E M H F W L Y H R I F R Q Q H F W L Q J D F D G H P L F O H D U Q L Q J V W R W K H L Q G X V W U \ Z L W K W K D W ) L O L S D Z R Q W K H U V W S U L ] H L Q D F R P S H W L W L R Q R U J D Q L V H G E \ 1 2 6 D Q G 0 L F U R V R I W W K H F K D O O H Q J H Z D V W R D Q V Z H U W K H T X H V W L R Q ê : K D W Z L O O / R R N O L N H W K H 7 H O H Y L V L R Q R I W K H ) X W X U H " ë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è F L U F O H R I N Q R Z O H G J H V K D U L Q J , Q P \ Y L H Z H Y H U \ R Q H è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ê W K H D F D G H P L F ë P H D Q L Q J W K D W R Q H G R H V Q R W X Q G H U V W D Q G K R Z E X V L Q H V V Z R U N V , è Y H H P E U D F H G W K L V F K D O O H Q J H Z L W K D Y H U \ S R V L W L Y H P L Q G V H W D V , è Y H O H D U Q H G D O R W D V 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X V V R P H W K L Q J P R U H D E R X W \ R X U F R P S D Q \ D Q G L W V P L V V L R Q D Q G Y L V L R Q & R D F K + X E è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è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è G E H L Q V S L U H G W R K H O S G U L Y H D Q G V X S S R U W L V R U J D Q L ] D W L R Q D O W U D Q V I R U P D W L R Q W K U R X J K G D W D G H P R F U D W L ] D W L R Q 7 K L V L V D F U L W L F D O V W U D W H J L F G H F L V L R Q W R P D N H R U J D Q L ] D W L R Q V G D W D G U L Y H Q D W W K H L U F R U H 2 Q F H Z H O H D U Q K R Z W R G R W K L V Z H O O Z H D U H R Q W K H S D W K W R V X F F H V V L Q W U D Q V I R U P L Q J R U J D Q L V D W L R Q V W R E H F R P H G D W D G U L Y H Q D W D O O R U J D Q L ] D W L R Q D O O H Y H O V 7 K H Y L V L R Q L V W K D W U H J D U G O H V V R I L Q G L Y L G X D O H [ S H U L H Q F H E D F N J U R X Q G R U G H S D U W P H Q W V R P H R Q H E H O R Q J V W R H Y H U \ R Q H V K R X O G N Q R Z K R Z W R X W L O L V H G D W D 7 K L V P H D Q V S U R Y L G L Q J D F F H V V W R W K H ê U L J K W ë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