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slide-1
SLIDE 1

❯s✐♥❣ ●✐t ❛♥❞ ❊♠❛❝s ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

▲✉❦❛ ❙t❛♥✐s✐❝✱ ❆r♥❛✉❞ ▲❡❣r❛♥❞ ❛♥❞ ❏❡❛♥✲❋r❛♥ç♦✐s ▼é❤❛✉t

▼❊❙❈❆▲ ❛♥❞ ◆❆◆❖❙■▼ t❡❛♠s✱ ●r❡♥♦❜❧❡

❏✉♥❡ ✹✱ ✷✵✶✸

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶ ✴ ✹✷

slide-2
SLIDE 2

■♥tr♦❞✉❝t✐♦♥

■♥tr♦❞✉❝t✐♦♥

❆❢t❡r s♦♠❡ t✐♠❡ ❡✈❡♥ ❛✉t❤♦rs ✈❡r② ♦❢t❡♥ ❞♦♥✬t ❦♥♦✇ ❤♦✇ ❛♥❞ ✇❤② t❤❡② ❞✐❞ ❛♥ ❡①♣❡r✐♠❡♥t ❉❡s❝r✐❜✐♥❣ ❡✈❡r② ❡①♣❡r✐♠❡♥t ❛♥❞ ♠❛❦✐♥❣ ✐t r❡♣❡❛t❛❜❧❡✭r❡♣r♦❞✉❝✐❜❧❡✮ t❛❦❡s ❛ ❧♦t ♦❢ ✇♦r❦ ❈♦♠♣✉t❛t✐♦♥❛❧ ❡①♣❡r✐♠❡♥ts r❡q✉✐r❡ s♣❡❝✐✜❝ ❤❛r❞✇❛r❡✱ ♥♦♥✲tr✐✈✐❛❧ s♦❢t✲ ✇❛r❡ ✐♥st❛❧❧❛t✐♦♥✱ ❛♥❞ ❝♦♠♣❧❡① ♠❛♥✐♣✉❧❛t✐♦♥s t♦ ♦❜t❛✐♥ r❡s✉❧ts ❘❡❛❧ ♠❡❛s✉r❡♠❡♥ts ❛r❡ ❡✈❡♥ ✇♦rs❡ ❛s r❡s✉❧ts ❝❛♥ ❜❡ ✉♥st❛❜❧❡✱ ❡♥✈✐r♦♥✲ ♠❡♥t ❝❤❛♥❣❡s ❡t❝✳

  • ❖❆▲✿ ❉♦ ❡①♣❡r✐♠❡♥ts ✐♥ ❛ ❝❧❡❛♥✱ ❝♦❤❡r❡♥t✱ s②st❡♠❛t✐❝ ❛♥❞ r❡♣r♦✲

❞✉❝✐❜❧❡ ✇❛②

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷ ✴ ✹✷

slide-3
SLIDE 3

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇

✶ ▼♦❞✐✜❝❛t✐♦♥s ♦❢ s♦✉r❝❡ ❝♦❞❡ ✷ ❊①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ✸ ❙t♦r❡ ❞❛t❛ ✹ ❆♥❛❧②③❡ ❞❛t❛ ✺ ❘❡♣❡❛t t❤❡ ♣r♦❝❡ss ✻ P✉❜❧✐s❤ r❡s✉❧ts

source

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸ ✴ ✹✷

slide-4
SLIDE 4

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇

✶ ▼♦❞✐✜❝❛t✐♦♥s ♦❢ s♦✉r❝❡ ❝♦❞❡ ✷ ❊①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ✸ ❙t♦r❡ ❞❛t❛ ✹ ❆♥❛❧②③❡ ❞❛t❛ ✺ ❘❡♣❡❛t t❤❡ ♣r♦❝❡ss ✻ P✉❜❧✐s❤ r❡s✉❧ts

source experiment

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸ ✴ ✹✷

slide-5
SLIDE 5

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇

✶ ▼♦❞✐✜❝❛t✐♦♥s ♦❢ s♦✉r❝❡ ❝♦❞❡ ✷ ❊①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ✸ ❙t♦r❡ ❞❛t❛ ✹ ❆♥❛❧②③❡ ❞❛t❛ ✺ ❘❡♣❡❛t t❤❡ ♣r♦❝❡ss ✻ P✉❜❧✐s❤ r❡s✉❧ts

source data experiment

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸ ✴ ✹✷

slide-6
SLIDE 6

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇

✶ ▼♦❞✐✜❝❛t✐♦♥s ♦❢ s♦✉r❝❡ ❝♦❞❡ ✷ ❊①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ✸ ❙t♦r❡ ❞❛t❛ ✹ ❆♥❛❧②③❡ ❞❛t❛ ✺ ❘❡♣❡❛t t❤❡ ♣r♦❝❡ss ✻ P✉❜❧✐s❤ r❡s✉❧ts

source data analysis experiment

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸ ✴ ✹✷

slide-7
SLIDE 7

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇

✶ ▼♦❞✐✜❝❛t✐♦♥s ♦❢ s♦✉r❝❡ ❝♦❞❡ ✷ ❊①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ✸ ❙t♦r❡ ❞❛t❛ ✹ ❆♥❛❧②③❡ ❞❛t❛ ✺ ❘❡♣❡❛t t❤❡ ♣r♦❝❡ss ✻ P✉❜❧✐s❤ r❡s✉❧ts

source data analysis experiment

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸ ✴ ✹✷

slide-8
SLIDE 8

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇

✶ ▼♦❞✐✜❝❛t✐♦♥s ♦❢ s♦✉r❝❡ ❝♦❞❡ ✷ ❊①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ✸ ❙t♦r❡ ❞❛t❛ ✹ ❆♥❛❧②③❡ ❞❛t❛ ✺ ❘❡♣❡❛t t❤❡ ♣r♦❝❡ss ✻ P✉❜❧✐s❤ r❡s✉❧ts

source data analysis experiment publish

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸ ✴ ✹✷

slide-9
SLIDE 9

■♥tr♦❞✉❝t✐♦♥

❊①♣❡r✐♠❡♥t ❲♦r❦✢♦✇ ✲ ❈❤❛❧❧❡♥❣❡s

✶ ❙♦✉r❝❡✿ s❡❧❢✲❝♦♥t❡♥t s♦✉r❝❡ ❞✐r❡❝t♦r②✱ s❡✈❡r❛❧ ❡①t❡r♥❛❧ s♦✉r❝❡ r❡♣♦s✐t♦✲

r✐❡s✱ ❡①t❡r♥❛❧ ❞❡♣❡♥❞❡♥❝✐❡s

✷ ❊①♣❡r✐♠❡♥t✿ ❞❡♣❧♦②♠❡♥t s❝r✐♣ts✱ ❝♦♠♣✐❧❛t✐♦♥✱ ❦❡r♥❡❧ s❡tt✐♥❣s✱ ❡①t❡r♥❛❧

❞❡♣❡♥❞❡♥❝✐❡s

✸ ❉❛t❛✿ st♦r✐♥❣ ❧❛r❣❡ ✜❧❡s✱ ❝♦♥♥❡❝t ❞❛t❛ ❛♥❞ s♦✉r❝❡ t❤❛t ♣r♦❞✉❝❡❞ ✐t ✹ ❆♥❛❧②s✐s✿ st♦r✐♥❣ ❧❛r❣❡ r❡s✉❧ts✱ ❤♦✇ ❛♥❞ ✇❤② t❤❡② ✇❡r❡ ❣❡♥❡r❛t❡❞ ✺ ❘❡♣❡t✐t✐♦♥✿ ❦❡❡♣✐♥❣ tr❛❝❦ ♦❢ ♣r❡✈✐♦✉s st❡♣s ✻ P✉❜❧✐s❤✿ ❛rt✐❝❧❡s✱ s❧✐❞❡s✱ ✇❡❜✲♣❛❣❡ ❡t❝✳

source data analysis experiment publish

■❉❊❆▲▲❨✿ ●♦ q✉✐❝❦❧② t❤r♦✉❣❤ st❡♣s ❛♥❞ ❛❞❞ ♥❡✇ ❢❡❛t✉r❡s✱ ❜✉t ❛t t❤❡ s❛♠❡ t✐♠❡ ❦❡❡♣ tr❛❝❦ ♦❢ ❡✈❡r②t❤✐♥❣ ❛♥❞ ❡❛s✐❧② r❡♣❧❛② t❤❡ ❡①♣❡r✐♠❡♥ts

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✹ ✴ ✹✷

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SLIDE 10

■♥tr♦❞✉❝t✐♦♥

❖✉t❧✐♥❡

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊ ❙✉♠❛tr❛ ❱✐s❚r❛✐❧s ❈♦❧❧❛❣❡ ❱❈❘

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr ■P②t❤♦♥ ❖r❣✲❜❛❜❡❧

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❈♦♥❝❧✉s✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✺ ✴ ✹✷

slide-11
SLIDE 11

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s

❖✉t❧✐♥❡

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊ ❙✉♠❛tr❛ ❱✐s❚r❛✐❧s ❈♦❧❧❛❣❡ ❱❈❘

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr ■P②t❤♦♥ ❖r❣✲❜❛❜❡❧

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❈♦♥❝❧✉s✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✻ ✴ ✹✷

slide-12
SLIDE 12

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊

❈❉❊ ✲ ❈♦❞❡✱ ❉❛t❛✱ ❛♥❞ ❊♥✈✐r♦♥♠❡♥t

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✼ ✴ ✹✷

slide-13
SLIDE 13

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊

❈❉❊ ✲ ❈♦❞❡✱ ❉❛t❛✱ ❛♥❞ ❊♥✈✐r♦♥♠❡♥t

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✽ ✴ ✹✷

slide-14
SLIDE 14

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊

Pr♦s ❛♥❞ ❈♦♥s

❆✉t❤♦r✿ ❛✉t♦♠❛t✐❝❛❧❧② ❣❡♥❡r❛t❡s ❝♦♠♣❧❡t❡❧② r❡♣r♦❞✉❝✐❜❧❡ ❡♥✈✐r♦♥♠❡♥t ❘❡✈✐❡✇❡r✿ ❡①❡❝✉t✐♥❣ ❛ ❈❉❊ ♣❛❝❦❛❣❡ r❡q✉✐r❡s ♥♦ ✐♥st❛❧❧❛t✐♦♥✱ s❡t✉♣✱ ♦r r♦♦t ♣❡r♠✐ss✐♦♥s

  • ♦♦❞ ✇❛② t♦ ❛✈♦✐❞ ❞❡♣❡♥❞❡♥❝② ❤❡❧❧

❈❛♥♥♦t ❝❤❛♥❣❡ t❤❡ ❡①♣❡r✐♠❡♥t ❞❡s✐❣♥ ✭♦♥❧② ❞❛t❛s❡ts ✉s❡❞✮ ◆♦ ✇♦r❦✢♦✇ ♦r ❞❡s❝r✐♣t✐♦♥ ♦❢ ❡①♣❡r✐♠❡♥ts ❊①❡❝✉t✐♦♥ ✐s s❧♦✇❡r ❛♥❞ ♣❛❝❦❛❣❡s ♠✐❣❤t ❜❡ ✐♥❝♦♠♣❧❡t❡ ❲♦r❦s ♦♥❧② ❢♦r ①✽✻ ❛♥❞ ▲✐♥✉① ✷✳✻

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✾ ✴ ✹✷

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SLIDE 15

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊

Pr♦s ❛♥❞ ❈♦♥s

❆✉t❤♦r✿ ❛✉t♦♠❛t✐❝❛❧❧② ❣❡♥❡r❛t❡s ❝♦♠♣❧❡t❡❧② r❡♣r♦❞✉❝✐❜❧❡ ❡♥✈✐r♦♥♠❡♥t ❘❡✈✐❡✇❡r✿ ❡①❡❝✉t✐♥❣ ❛ ❈❉❊ ♣❛❝❦❛❣❡ r❡q✉✐r❡s ♥♦ ✐♥st❛❧❧❛t✐♦♥✱ s❡t✉♣✱ ♦r r♦♦t ♣❡r♠✐ss✐♦♥s

  • ♦♦❞ ✇❛② t♦ ❛✈♦✐❞ ❞❡♣❡♥❞❡♥❝② ❤❡❧❧

❈❛♥♥♦t ❝❤❛♥❣❡ t❤❡ ❡①♣❡r✐♠❡♥t ❞❡s✐❣♥ ✭♦♥❧② ❞❛t❛s❡ts ✉s❡❞✮ ◆♦ ✇♦r❦✢♦✇ ♦r ❞❡s❝r✐♣t✐♦♥ ♦❢ ❡①♣❡r✐♠❡♥ts ❊①❡❝✉t✐♦♥ ✐s s❧♦✇❡r ❛♥❞ ♣❛❝❦❛❣❡s ♠✐❣❤t ❜❡ ✐♥❝♦♠♣❧❡t❡ ❲♦r❦s ♦♥❧② ❢♦r ①✽✻ ❛♥❞ ▲✐♥✉① ✷✳✻

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✾ ✴ ✹✷

slide-16
SLIDE 16

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❙✉♠❛tr❛

❙✉♠❛tr❛

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✵ ✴ ✹✷

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SLIDE 17

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❙✉♠❛tr❛

❙✉♠❛tr❛ ✲ ❈♦♠♣❛r✐s♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✶ ✴ ✹✷

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SLIDE 18

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❙✉♠❛tr❛

Pr♦s ❛♥❞ ❈♦♥s

❆✉t♦♠❛t✐❝❛❧❧② ❦❡❡♣s tr❛❝❦ ♦❢ ♠❛♥② ✐♥❢♦r♠❛t✐♦♥ ❢♦r ②♦✉ ✭❝♦♠♠❛♥❞ ❧✐♥❡ ♦♣t✐♦♥s✱ ❧✐❜ ✈❡rs✐♦♥✱ s♦✉r❝❡ r❡✈✐s✐♦♥✱ ❡①♣❡r✐♠❡♥t ♣❛r❛♠❡t❡rs ❡t❝✳✮ ◆✐❝❡ ✇❛② ❢♦r ❜❛s✐❝ ❝♦♠♣❛r✐♥❣ ♦❢ ♠✉❧t✐♣❧❡ ❡①♣❡r✐♠❡♥t ❈♦♥✈❡♥✐❡♥t ❢♦r ❞❛✐❧② ✉s❛❣❡ ❙♦✉r❝❡ ❝♦❞❡ ✐s ✉♥❞❡r ✈❡rs✐♦♥ ❝♦♥tr♦❧ s②st❡♠ ❙✉♣♣♦rt ♣❛r❛❧❧❡❧ ❝♦♠♣✉t❛t✐♦♥ ✲ ▼P■ ▲✐♠✐t❡❞ ❞❡s❝r✐♣t✐♦♥ ❧❡✈❡❧ ❢♦r t❤❡ r❡❛s♦♥s ❛♥❞ s✉♠♠❛r✐❡s ♦❢ ❡①♣❡r✐♠❡♥t✱ ♥♦ ✇♦r❦✢♦✇ s✉♣♣♦rt ❚r❛❝❦❡❞ ✐♥❢♦r♠❛t✐♦♥ ♠❛② ❜❡ ❤❛r❞ t♦ ❡①t❡♥❞ ❊①♣❧♦✐t✐♥❣ ♠❡t❛✲✐♥❢♦r♠❛t✐♦♥ ✐s ♥♦t t❤❛t ❝♦♥✈❡♥✐❡♥t ▲✐♠✐t❡❞ s✉♣♣♦rt ❢♦r ❛✉t♦♠❛t✐❝❛❧❧② ✜♥❞✐♥❣ ❞❡♣❡♥❞❡♥❝✐❡s ❋✐♥❛❧❧② ❙✉♠❛tr❛ ❞♦❡s ♥♦t ❣✉❛r❛♥t❡❡ r❡♣r♦❞✉❝✐❜✐❧✐t②

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✷ ✴ ✹✷

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SLIDE 19

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❙✉♠❛tr❛

Pr♦s ❛♥❞ ❈♦♥s

❆✉t♦♠❛t✐❝❛❧❧② ❦❡❡♣s tr❛❝❦ ♦❢ ♠❛♥② ✐♥❢♦r♠❛t✐♦♥ ❢♦r ②♦✉ ✭❝♦♠♠❛♥❞ ❧✐♥❡ ♦♣t✐♦♥s✱ ❧✐❜ ✈❡rs✐♦♥✱ s♦✉r❝❡ r❡✈✐s✐♦♥✱ ❡①♣❡r✐♠❡♥t ♣❛r❛♠❡t❡rs ❡t❝✳✮ ◆✐❝❡ ✇❛② ❢♦r ❜❛s✐❝ ❝♦♠♣❛r✐♥❣ ♦❢ ♠✉❧t✐♣❧❡ ❡①♣❡r✐♠❡♥t ❈♦♥✈❡♥✐❡♥t ❢♦r ❞❛✐❧② ✉s❛❣❡ ❙♦✉r❝❡ ❝♦❞❡ ✐s ✉♥❞❡r ✈❡rs✐♦♥ ❝♦♥tr♦❧ s②st❡♠ ❙✉♣♣♦rt ♣❛r❛❧❧❡❧ ❝♦♠♣✉t❛t✐♦♥ ✲ ▼P■ ▲✐♠✐t❡❞ ❞❡s❝r✐♣t✐♦♥ ❧❡✈❡❧ ❢♦r t❤❡ r❡❛s♦♥s ❛♥❞ s✉♠♠❛r✐❡s ♦❢ ❡①♣❡r✐♠❡♥t✱ ♥♦ ✇♦r❦✢♦✇ s✉♣♣♦rt ❚r❛❝❦❡❞ ✐♥❢♦r♠❛t✐♦♥ ♠❛② ❜❡ ❤❛r❞ t♦ ❡①t❡♥❞ ❊①♣❧♦✐t✐♥❣ ♠❡t❛✲✐♥❢♦r♠❛t✐♦♥ ✐s ♥♦t t❤❛t ❝♦♥✈❡♥✐❡♥t ▲✐♠✐t❡❞ s✉♣♣♦rt ❢♦r ❛✉t♦♠❛t✐❝❛❧❧② ✜♥❞✐♥❣ ❞❡♣❡♥❞❡♥❝✐❡s ❋✐♥❛❧❧② ❙✉♠❛tr❛ ❞♦❡s ♥♦t ❣✉❛r❛♥t❡❡ r❡♣r♦❞✉❝✐❜✐❧✐t②

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✷ ✴ ✹✷

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SLIDE 20

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❱✐s❚r❛✐❧s

❱✐s❚r❛✐❧s

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✸ ✴ ✹✷

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SLIDE 21

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❱✐s❚r❛✐❧s

Pr♦s ❛♥❞ ❈♦♥s

❍❛s ❣♦♦❞ ✇♦r❦✢♦✇ ❞❡s❝r✐♣t✐♦♥ ❛♥❞ s✉♣♣♦s❡❞❧② ♣❛r❛❧❧❡❧ s✉♣♣♦rt P♦✇❡r❢✉❧ ❢♦r ❝♦♠♣❧❡① ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡ ✇✐t❤ ❝♦♠♣❧✐❝❛t❡❞ ✇♦r❦✢♦✇s ◆♦t ❦❡❡♣✐♥❣ tr❛❝❦ ♦❢ ❛♥②t❤✐♥❣ ✭❝♦❞❡ ❤❛s t♦ ❜❡ ❧✐♥❦❡❞ ✇✐t❤ ❣✐t ♠❛♥✉❛❧❧②✮ ◆♦t ♣r♦✈✐❞✐♥❣ ❛ r❡♣r♦❞✉❝✐❜❧❡ ❡♥✈✐r♦♥♠❡♥t ❉♦❝✉♠❡♥t❛t✐♦♥ ✐s ✐♥s✐❞❡ ❡❛❝❤ ♠♦❞✉❧❡

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✹ ✴ ✹✷

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SLIDE 22

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❱✐s❚r❛✐❧s

Pr♦s ❛♥❞ ❈♦♥s

❍❛s ❣♦♦❞ ✇♦r❦✢♦✇ ❞❡s❝r✐♣t✐♦♥ ❛♥❞ s✉♣♣♦s❡❞❧② ♣❛r❛❧❧❡❧ s✉♣♣♦rt P♦✇❡r❢✉❧ ❢♦r ❝♦♠♣❧❡① ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡ ✇✐t❤ ❝♦♠♣❧✐❝❛t❡❞ ✇♦r❦✢♦✇s ◆♦t ❦❡❡♣✐♥❣ tr❛❝❦ ♦❢ ❛♥②t❤✐♥❣ ✭❝♦❞❡ ❤❛s t♦ ❜❡ ❧✐♥❦❡❞ ✇✐t❤ ❣✐t ♠❛♥✉❛❧❧②✮ ◆♦t ♣r♦✈✐❞✐♥❣ ❛ r❡♣r♦❞✉❝✐❜❧❡ ❡♥✈✐r♦♥♠❡♥t ❉♦❝✉♠❡♥t❛t✐♦♥ ✐s ✐♥s✐❞❡ ❡❛❝❤ ♠♦❞✉❧❡

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✹ ✴ ✹✷

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SLIDE 23

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈♦❧❧❛❣❡

❈♦❧❧❛❣❡ ❆✉t❤♦r✐♥❣ ❊♥✈✐r♦♥♠❡♥t

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✺ ✴ ✹✷

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SLIDE 24

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈♦❧❧❛❣❡

Pr♦s ❛♥❞ ❈♦♥s

❊♥❛❜❧✐♥❣ r❡✈✐❡✇❡rs ❛♥❞ r❡❛❞❡rs t♦ r❡❡①❛♠✐♥❡ t❤❡ r❡♣♦rt❡❞ r❡s✉❧ts ❜② ❡①❡❝✉t✐♥❣ t❤❡ ♣❛rts ♦❢ ❝♦❞❡ t❤❛t ❣❡♥❡r❛t❡❞ ✐t ❛s ✇❡❧❧ ❛s ❛❝❝❡ss r❛✇ ❞❛t❛ Pr♦❞✉❝❡s r❡♣r♦❞✉❝✐❜❧❡ ❡♥✈✐r♦♥♠❡♥t ❙❛♠❡ ❝♦♠♣r❡❤❡♥s✐❜❧❡ ✐♥t❡r❢❛❝❡ ❢♦r ❜♦t❤ ❛✉t❤♦rs ❛♥❞ r❡❛❞❡rs✱ ✇❤✐❝❤ ❢❛✲ ❝✐❧✐t❛t❡s r❡✈✐❡✇✐♥❣ ♣r♦❝❡ss ▼♦r❡ ♦r✐❡♥t❡❞ t♦ ✜♥❛❧ ♣✉❜❧✐s❤✐♥❣ t❤❛♥ ❢♦r ❞❛✐❧② ✉s❛❣❡ ❖r✐❡♥t❡❞ t♦ t❤❡ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡ ♥♦t r❡❛❧ ♠❡❛s✉r❡♠❡♥ts ❚❤❡r❡ ✐s ♥♦ ✈❡rs✐♦♥ ❝♦♥tr♦❧ s②st❡♠ ❢♦r t❤❡ ❝♦❞❡ ❈♦♠♣❛r✐♥❣ t♦ ❱✐s❚r❛✐❧s✱ ✐t ❛ss✉♠❡s s✐♠♣❧❡ s❡q✉❡♥t✐❛❧ ✇♦r❦✢♦✇✱ ✇✐t❤ ♥♦ ♣❛tt❡r♥s ✭❛❧❧ ✜❧❡ ♥❛♠❡s ❛r❡ ❤❛r❞❝♦❞❡❞✮

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✻ ✴ ✹✷

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SLIDE 25

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈♦❧❧❛❣❡

Pr♦s ❛♥❞ ❈♦♥s

❊♥❛❜❧✐♥❣ r❡✈✐❡✇❡rs ❛♥❞ r❡❛❞❡rs t♦ r❡❡①❛♠✐♥❡ t❤❡ r❡♣♦rt❡❞ r❡s✉❧ts ❜② ❡①❡❝✉t✐♥❣ t❤❡ ♣❛rts ♦❢ ❝♦❞❡ t❤❛t ❣❡♥❡r❛t❡❞ ✐t ❛s ✇❡❧❧ ❛s ❛❝❝❡ss r❛✇ ❞❛t❛ Pr♦❞✉❝❡s r❡♣r♦❞✉❝✐❜❧❡ ❡♥✈✐r♦♥♠❡♥t ❙❛♠❡ ❝♦♠♣r❡❤❡♥s✐❜❧❡ ✐♥t❡r❢❛❝❡ ❢♦r ❜♦t❤ ❛✉t❤♦rs ❛♥❞ r❡❛❞❡rs✱ ✇❤✐❝❤ ❢❛✲ ❝✐❧✐t❛t❡s r❡✈✐❡✇✐♥❣ ♣r♦❝❡ss ▼♦r❡ ♦r✐❡♥t❡❞ t♦ ✜♥❛❧ ♣✉❜❧✐s❤✐♥❣ t❤❛♥ ❢♦r ❞❛✐❧② ✉s❛❣❡ ❖r✐❡♥t❡❞ t♦ t❤❡ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡ ♥♦t r❡❛❧ ♠❡❛s✉r❡♠❡♥ts ❚❤❡r❡ ✐s ♥♦ ✈❡rs✐♦♥ ❝♦♥tr♦❧ s②st❡♠ ❢♦r t❤❡ ❝♦❞❡ ❈♦♠♣❛r✐♥❣ t♦ ❱✐s❚r❛✐❧s✱ ✐t ❛ss✉♠❡s s✐♠♣❧❡ s❡q✉❡♥t✐❛❧ ✇♦r❦✢♦✇✱ ✇✐t❤ ♥♦ ♣❛tt❡r♥s ✭❛❧❧ ✜❧❡ ♥❛♠❡s ❛r❡ ❤❛r❞❝♦❞❡❞✮

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✻ ✴ ✹✷

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SLIDE 26

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❱❈❘

❱❈❘

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✼ ✴ ✹✷

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SLIDE 27

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❱❈❘

Pr♦s ❛♥❞ ❈♦♥s

❆✉t♦♠❛t✐❝❛❧❧② ❜r❛♥❞s ❡❛❝❤ ♣✉❜❧✐s❤❛❜❧❡ r❡s✉❧t ♣r♦❞✉❝❡❞ ❜② t❤❡ ❝♦♠♣✉✲ t❛t✐♦♥ ❊❛s② t♦ ✉s❡ ❢♦r ❜♦t❤ ❛✉t❤♦rs ❛♥❞ r❡❛❞❡rs ❈♦♠♣❧❡t❡❧② ♦r✐❡♥t❡❞ t♦ ♣✉❜❧✐s❤✐♥❣ ✐♥ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡ ✲ ♥♦t❤✐♥❣ ❛❜♦✉t ✇♦r❦✢♦✇s ❉♦❡s ♥♦t ❣✉❛r❛♥t❡❡ r❡♣r♦❞✉❝✐❜✐❧✐t② ❱❡r② ✐♥t❡❣r❛t❡❞✱ s❛♠❡ ✐ss✉❡s ❛❜♦✉t ❞❡s❝r✐♣t✐♦♥ ❛♥❞ ❡①t❡♥s✐♦♥ ❛s ❙✉♠❛tr❛ ▲✐♠✐t❡❞ ❞♦❝✉♠❡♥t❛t✐♦♥ ♦♥ ✇❡❜✲s✐t❡✱ ❞♦✉❜t t❤❛t ♣r♦❥❡❝t ✐s st✐❧❧ ❛❝t✐✈❡

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✽ ✴ ✹✷

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SLIDE 28

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❱❈❘

Pr♦s ❛♥❞ ❈♦♥s

❆✉t♦♠❛t✐❝❛❧❧② ❜r❛♥❞s ❡❛❝❤ ♣✉❜❧✐s❤❛❜❧❡ r❡s✉❧t ♣r♦❞✉❝❡❞ ❜② t❤❡ ❝♦♠♣✉✲ t❛t✐♦♥ ❊❛s② t♦ ✉s❡ ❢♦r ❜♦t❤ ❛✉t❤♦rs ❛♥❞ r❡❛❞❡rs ❈♦♠♣❧❡t❡❧② ♦r✐❡♥t❡❞ t♦ ♣✉❜❧✐s❤✐♥❣ ✐♥ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡ ✲ ♥♦t❤✐♥❣ ❛❜♦✉t ✇♦r❦✢♦✇s ❉♦❡s ♥♦t ❣✉❛r❛♥t❡❡ r❡♣r♦❞✉❝✐❜✐❧✐t② ❱❡r② ✐♥t❡❣r❛t❡❞✱ s❛♠❡ ✐ss✉❡s ❛❜♦✉t ❞❡s❝r✐♣t✐♦♥ ❛♥❞ ❡①t❡♥s✐♦♥ ❛s ❙✉♠❛tr❛ ▲✐♠✐t❡❞ ❞♦❝✉♠❡♥t❛t✐♦♥ ♦♥ ✇❡❜✲s✐t❡✱ ❞♦✉❜t t❤❛t ♣r♦❥❡❝t ✐s st✐❧❧ ❛❝t✐✈❡

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✽ ✴ ✹✷

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SLIDE 29

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣

❖✉t❧✐♥❡

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊ ❙✉♠❛tr❛ ❱✐s❚r❛✐❧s ❈♦❧❧❛❣❡ ❱❈❘

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr ■P②t❤♦♥ ❖r❣✲❜❛❜❡❧

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❈♦♥❝❧✉s✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✶✾ ✴ ✹✷

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SLIDE 30

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr

❙✇❡❛✈❡✴❑♥✐tr

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✵ ✴ ✹✷

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SLIDE 31

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr

Pr♦s ❛♥❞ ❈♦♥s

P❞❢ r❡♣♦rts ❝❛♥ ❜❡ ✉♣❞❛t❡❞ ❛✉t♦♠❛t✐❝❛❧❧② ✐❢ ❞❛t❛ ♦r ❛♥❛❧②s✐s ❝❤❛♥❣❡ ❆♥❛❧②s✐s ✐s ❞♦♥❡ ♦♥❧② ❛t t❤❡ ♠♦♠❡♥t ♦❢ r❡♣♦rt ❝♦♠♣✐❧❛t✐♦♥ Pr♦✈✐❞❡ r❡♣r♦❞✉❝✐❜❧❡ ♣❛♣❡rs ❋✐❧❡s ❝❛♥ ❜❡❝♦♠❡ q✉✐t❡ ❝✉♠❜❡rs♦♠❡✱ ❤❛r❞ t♦ r❡❛❞ ♦r ❜r♦✇s❡ ❈♦♠♣✐❧❛t✐♦♥ t✐♠❡ ❝❛♥ ❜❡ s✐❣♥✐✜❝❛♥t ✭❡s♣❡❝✐❛❧❧② ✜rst t✐♠❡✮ ■t ✐s ♠♦r❡ ♦r✐❡♥t❡❞ t♦ ✧st❛t✐❝✧ ❛♥❛❧②s✐s

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✶ ✴ ✹✷

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SLIDE 32

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr

Pr♦s ❛♥❞ ❈♦♥s

P❞❢ r❡♣♦rts ❝❛♥ ❜❡ ✉♣❞❛t❡❞ ❛✉t♦♠❛t✐❝❛❧❧② ✐❢ ❞❛t❛ ♦r ❛♥❛❧②s✐s ❝❤❛♥❣❡ ❆♥❛❧②s✐s ✐s ❞♦♥❡ ♦♥❧② ❛t t❤❡ ♠♦♠❡♥t ♦❢ r❡♣♦rt ❝♦♠♣✐❧❛t✐♦♥ Pr♦✈✐❞❡ r❡♣r♦❞✉❝✐❜❧❡ ♣❛♣❡rs ❋✐❧❡s ❝❛♥ ❜❡❝♦♠❡ q✉✐t❡ ❝✉♠❜❡rs♦♠❡✱ ❤❛r❞ t♦ r❡❛❞ ♦r ❜r♦✇s❡ ❈♦♠♣✐❧❛t✐♦♥ t✐♠❡ ❝❛♥ ❜❡ s✐❣♥✐✜❝❛♥t ✭❡s♣❡❝✐❛❧❧② ✜rst t✐♠❡✮ ■t ✐s ♠♦r❡ ♦r✐❡♥t❡❞ t♦ ✧st❛t✐❝✧ ❛♥❛❧②s✐s

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✶ ✴ ✹✷

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SLIDE 33

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ■P②t❤♦♥

■P②t❤♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✷ ✴ ✹✷

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SLIDE 34

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ■P②t❤♦♥

Pr♦s ❛♥❞ ❈♦♥s

❈♦♥✈❡♥✐❡♥t ❢♦r ❞❛✐❧② ✉s❛❣❡ ■♥ ✇❡❜✲❜r♦✇s❡r✱ ✈❡r② ❞❡s❝r✐♣t✐✈❡✱ ❡❛s② st❛rt ❢♦r ♥❡✇ ✉s❡rs ❈✉t ❛♥❞ ♣❛st❡ ✐s ♥♦♥tr✐✈✐❛❧ ❯s✐♥❣ ♦t❤❡r ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡s ❜❡s✐❞❡s ♣②t❤♦♥ ✐s ♣♦ss✐❜❧❡✱ ❜✉t ✐t ✐s ♥♦t ❛❧✇❛②s str❛✐❣❤t ❢♦r✇❛r❞ ▲✐tt❧❡ ❝♦♥tr♦❧ ♦♥ ❜❧♦❝❦ ❧❛②♦✉t ◆♦ ❤✐❡r❛r❝❤② ❢♦r ❞✐✛❡r❡♥t s❡❝t✐♦♥s ♦❢ t❤❡ ✇❤♦❧❡ ❞♦❝✉♠❡♥t ◆♦ ✇♦r❦✢♦✇ s✉♣♣♦rt

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✸ ✴ ✹✷

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SLIDE 35

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ■P②t❤♦♥

Pr♦s ❛♥❞ ❈♦♥s

❈♦♥✈❡♥✐❡♥t ❢♦r ❞❛✐❧② ✉s❛❣❡ ■♥ ✇❡❜✲❜r♦✇s❡r✱ ✈❡r② ❞❡s❝r✐♣t✐✈❡✱ ❡❛s② st❛rt ❢♦r ♥❡✇ ✉s❡rs ❈✉t ❛♥❞ ♣❛st❡ ✐s ♥♦♥tr✐✈✐❛❧ ❯s✐♥❣ ♦t❤❡r ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡s ❜❡s✐❞❡s ♣②t❤♦♥ ✐s ♣♦ss✐❜❧❡✱ ❜✉t ✐t ✐s ♥♦t ❛❧✇❛②s str❛✐❣❤t ❢♦r✇❛r❞ ▲✐tt❧❡ ❝♦♥tr♦❧ ♦♥ ❜❧♦❝❦ ❧❛②♦✉t ◆♦ ❤✐❡r❛r❝❤② ❢♦r ❞✐✛❡r❡♥t s❡❝t✐♦♥s ♦❢ t❤❡ ✇❤♦❧❡ ❞♦❝✉♠❡♥t ◆♦ ✇♦r❦✢♦✇ s✉♣♣♦rt

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✸ ✴ ✹✷

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SLIDE 36

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❖r❣✲❜❛❜❡❧

❖r❣✲❜❛❜❡❧

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✹ ✴ ✹✷

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SLIDE 37

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❖r❣✲❜❛❜❡❧

Pr♦s ❛♥❞ ❈♦♥s

P♦✇❡r❢✉❧ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ ♦r❣ ❢❡❛t✉r❡s ✇✐t❤ ✐ts ❤✐❡r❛r❝❤② ❛♥❞ ♦t❤❡r ♣r♦✲ ❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡s ❈♦♥✈❡♥✐❡♥t ❢♦r ❞❛✐❧② ✉s❛❣❡ ❙♦♠❡ ❝♦♥tr♦❧ ♦❢ ❜❧♦❝❦ ❧❛②♦✉t ❛♥❞ ✇♦r❦✢♦✇ ▲✐♠✐t❡❞ t♦ ❊♠❛❝s ✉s❡rs ❍❛s ❛ ❧♦♥❣ ❧❡❛r♥✐♥❣ ❝✉r✈❡ ❊rr♦r ♠❛♥❛❣❡♠❡♥t ✐s ♣❛✐♥❢✉❧ ❈♦♠♣✉t❛t✐♦♥ ✐♥t❡♥s✐✈❡ ❝❤✉♥❦s ❢r❡❡③❡ ❊♠❛❝s ❋♦r ♥♦✇ t❤❡r❡ ✐s ♥♦ s✉♣♣♦rt ❢♦r ♣❛r❛❧❧❡❧ r✉♥s

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✺ ✴ ✹✷

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SLIDE 38

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❖r❣✲❜❛❜❡❧

Pr♦s ❛♥❞ ❈♦♥s

P♦✇❡r❢✉❧ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ ♦r❣ ❢❡❛t✉r❡s ✇✐t❤ ✐ts ❤✐❡r❛r❝❤② ❛♥❞ ♦t❤❡r ♣r♦✲ ❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡s ❈♦♥✈❡♥✐❡♥t ❢♦r ❞❛✐❧② ✉s❛❣❡ ❙♦♠❡ ❝♦♥tr♦❧ ♦❢ ❜❧♦❝❦ ❧❛②♦✉t ❛♥❞ ✇♦r❦✢♦✇ ▲✐♠✐t❡❞ t♦ ❊♠❛❝s ✉s❡rs ❍❛s ❛ ❧♦♥❣ ❧❡❛r♥✐♥❣ ❝✉r✈❡ ❊rr♦r ♠❛♥❛❣❡♠❡♥t ✐s ♣❛✐♥❢✉❧ ❈♦♠♣✉t❛t✐♦♥ ✐♥t❡♥s✐✈❡ ❝❤✉♥❦s ❢r❡❡③❡ ❊♠❛❝s ❋♦r ♥♦✇ t❤❡r❡ ✐s ♥♦ s✉♣♣♦rt ❢♦r ♣❛r❛❧❧❡❧ r✉♥s

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✺ ✴ ✹✷

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SLIDE 39

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❖✉t❧✐♥❡

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊ ❙✉♠❛tr❛ ❱✐s❚r❛✐❧s ❈♦❧❧❛❣❡ ❱❈❘

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr ■P②t❤♦♥ ❖r❣✲❜❛❜❡❧

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❈♦♥❝❧✉s✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✻ ✴ ✹✷

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SLIDE 40

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

  • ✐t

▼❛♥② ♣❡♦♣❧❡ ✉s❡ ❣✐t t♦ ♠❛♥❛❣❡ s♦✉r❝❡ ❝♦❞❡✱ ❜✉t ✇❡ ✇❛♥t t♦ st♦r❡ ❡✈❡r②t❤✐♥❣ ✲ s♦✉r❝❡✱ ❞❛t❛✱ ❛♥❛❧②s✐s✱ s❝r✐♣ts ❯s✐♥❣ ❣✐t ❢♦r ♣r♦✈❡♥❛♥❝❡✱ tr❛❝❦✐♥❣ ❞❡♣❡♥❞❡♥❝✐❡s ✐♥ ❣✐t ❤✐st♦r② ■t ✐s ❛❝❝♦♠♣❧✐s❤❡❞ ✇✐t❤ s♠❛❧❧ ❝♦❞❡ ❛❞❞✐t✐♦♥ t♦ ❛❧❧ s❝r✐♣ts t❤❛t ❛r❡ r✉♥♥✐♥❣ ❡①♣❡r✐♠❡♥ts ✰ s❝r✐♣t ❢♦r ♠❡r❣✐♥❣ ❜r❛♥❝❤❡s ❚❤❡r❡ ❛r❡ t✇♦ ♠❛✐♥ ❜r❛♥❝❤❡s✿

❙r❝✿ s♦✉r❝❡ ❝♦❞❡ ✐♥❝❧✉❞✐♥❣ ❛♥❛❧②s✐s s♦✉r❝❡ ❝♦❞❡ ✭❘✱ ❑♥✐tr✱ ❖r❣✲❜❛❜❡❧✮

❉❛t❛✿ s♦✉r❝❡ ❝♦❞❡ ✰ ❞❛t❛ ✰ ❛♥❛❧②s✐s r❡♣♦rts

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✼ ✴ ✹✷

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SLIDE 41

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

✷ ❇r❛♥❝❤❡s

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▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✽ ✴ ✹✷

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SLIDE 42

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❙♦✉r❝❡ ▼♦❞✐✜❝❛t✐♦♥s

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data

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✷✾ ✴ ✹✷

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SLIDE 43

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

◆❡✇ ❇r❛♥❝❤ ❢♦r ❊①♣❡r✐♠❡♥t❛t✐♦♥

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data

exp

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✵ ✴ ✹✷

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SLIDE 44

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❆♥❛❧②③✐♥❣ ❘❡s✉❧ts

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data

exp

Adding data Analysis

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✶ ✴ ✹✷

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SLIDE 45

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

▼❡r❣✐♥❣ ❇r❛♥❝❤❡s

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▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✷ ✴ ✹✷

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SLIDE 46

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

◆❡✇ ❊①♣❡r✐♠❡♥t

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▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✸ ✴ ✹✷

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SLIDE 47

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

P♦ss✐❜❧❡ ❈♦♥✢✐❝ts

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Cherry-Pick Revert Source modifications

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✹ ✴ ✹✷

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SLIDE 48

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

Pr♦s ❛♥❞ ❈♦♥s

Pr♦✈✐❞❡s ❣♦♦❞ ♣r♦✈❡♥❛♥❝❡ tr❛❝❦✐♥❣ ❊❛s② t♦ r❡❝♦♥✜❣✉r❡ ♦r ❡①t❡♥❞ Pr♦✈✐❞❡s ❛❧❧ ❜❡♥❡✜ts ♦❢ ❣✐t t♦ t❤❡ s♦✉r❝❡ ❝♦❞❡ ❞❡✈❡❧♦♣♠❡♥t

  • ♦♦❞ ❝♦♠❜✐♥❛t✐♦♥ ✇✐t❤ ❧❛❜ ♥♦t❡❜♦♦❦

❲♦r❦s ✜♥❡ ♦♥ r❡♠♦t❡ ♠❛❝❤✐♥❡s ✭❆❘▼✮ ❆♥❛❧②s✐s ❛♥❞ ♠❡r❣✐♥❣ ❝❛♥ ❜❡ ❞♦♥❡ ♦♥ ❛ ❧♦❝❛❧ ❝♦♠♣✉t❡r ❆♣♣r♦❛❝❤ ✐s ♥♦t ♦❜✈✐♦✉s t♦ ♥❡✇ ✉s❡rs ❈♦❞❡ ♥❡❡❞s t♦ ❜❡ ♠❛♥✉❛❧❧② ❛❞❞❡❞ t♦ ❛❧❧ ♥❡❝❡ss❛r② s❝r✐♣ts ❚❛❦❡s t✐♠❡ t♦ s❡t✉♣ ❡✈❡r②t❤✐♥❣ ♣r♦♣❡r❧②

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✺ ✴ ✹✷

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SLIDE 49

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

Pr♦s ❛♥❞ ❈♦♥s

Pr♦✈✐❞❡s ❣♦♦❞ ♣r♦✈❡♥❛♥❝❡ tr❛❝❦✐♥❣ ❊❛s② t♦ r❡❝♦♥✜❣✉r❡ ♦r ❡①t❡♥❞ Pr♦✈✐❞❡s ❛❧❧ ❜❡♥❡✜ts ♦❢ ❣✐t t♦ t❤❡ s♦✉r❝❡ ❝♦❞❡ ❞❡✈❡❧♦♣♠❡♥t

  • ♦♦❞ ❝♦♠❜✐♥❛t✐♦♥ ✇✐t❤ ❧❛❜ ♥♦t❡❜♦♦❦

❲♦r❦s ✜♥❡ ♦♥ r❡♠♦t❡ ♠❛❝❤✐♥❡s ✭❆❘▼✮ ❆♥❛❧②s✐s ❛♥❞ ♠❡r❣✐♥❣ ❝❛♥ ❜❡ ❞♦♥❡ ♦♥ ❛ ❧♦❝❛❧ ❝♦♠♣✉t❡r ❆♣♣r♦❛❝❤ ✐s ♥♦t ♦❜✈✐♦✉s t♦ ♥❡✇ ✉s❡rs ❈♦❞❡ ♥❡❡❞s t♦ ❜❡ ♠❛♥✉❛❧❧② ❛❞❞❡❞ t♦ ❛❧❧ ♥❡❝❡ss❛r② s❝r✐♣ts ❚❛❦❡s t✐♠❡ t♦ s❡t✉♣ ❡✈❡r②t❤✐♥❣ ♣r♦♣❡r❧②

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✺ ✴ ✹✷

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SLIDE 50

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❖✉t❧✐♥❡

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊ ❙✉♠❛tr❛ ❱✐s❚r❛✐❧s ❈♦❧❧❛❣❡ ❱❈❘

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr ■P②t❤♦♥ ❖r❣✲❜❛❜❡❧

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❈♦♥❝❧✉s✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✻ ✴ ✹✷

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SLIDE 51

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

▲❛❜♦r❛t♦r② ◆♦t❡❜♦♦❦

▲❛❜♦r❛t♦r② ♥♦t❡❜♦♦❦s ❛r❡ ✉s❡❞ ❜② ❜✐♦❧♦❣✐st✱ ❝❤❡♠✐sts ❛♥❞ ❛❧❧ ♦t❤❡r s❝✐✲ ❡♥t✐sts t♦ ❞♦❝✉♠❡♥t ❡①♣❡r✐♠❡♥ts ❛♥❞ ♣❡r❢♦r♠❡❞ ♦♣❡r❛t✐♦♥s ❘♦❧❡s ♦❢ ❧❛❜ ♥♦t❡❜♦♦❦ ❛r❡✿

❲r✐t❡ ❞♦✇♥ ❤②♣♦t❤❡s✐s

❆♥❛❧②s✐s ♦r ✐♥t❡r♣r❡t❛t✐♦♥ ♦❢ ❡①♣❡r✐♠❡♥ts

❖r❣❛♥✐③❛t✐♦♥ t♦♦❧

▼❡♠♦r② ❛✐❞

❖♣❡♥ ◆♦t❡❜♦♦❦ ❙❝✐❡♥❝❡ ✭♣❛rt ♦❢ ❖♣❡♥ ❙❝✐❡♥❝❡ tr❡♥❞✮ ♣r♦♠♦t❡s ♣✉tt✐♥❣ ❧❛❜ ♥♦t❡❜♦♦❦ t♦❣❡t❤❡r ✇✐t❤ ❛❧❧ r❛✇ ❛♥❞ ♣r♦❝❡ss❡❞ ❞❛t❛ ♣✉❜❧✐❝❧② ❛✈❛✐❧❛❜❧❡ ♦♥❧✐♥❡ ■t ✐s ❞♦♥❡ ♦♥ ❛ r❡❣✉❧❛r ❜❛s✐s✱ ❛s ❞❛t❛ ✐s ❣❡♥❡r❛t❡❞ ◆✉♠❡r♦✉s ❜❡♥❡✜ts ❢r♦♠ ❦❡❡♣✐♥❣ t❤❡ ❧❛❜ ♥♦t❡❜♦♦❦ ✐♥ ♦r❣✲♠♦❞❡

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✼ ✴ ✹✷

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SLIDE 52

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

▲❛❜❜♦♦❦✳♦r❣ ✲ ❖r❣❛♥✐③❛t✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✽ ✴ ✹✷

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SLIDE 53

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

▲❛❜❜♦♦❦✳♦r❣ ✲ ❉❛t❛

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✸✾ ✴ ✹✷

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SLIDE 54

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

Pr♦s ❛♥❞ ❈♦♥s

❲❡❧❧ str✉❝t✉r❡❞ ❛♥❞ ❝❧❡❛♥✱ ❡❛s② t♦ r❡❛❞ ❛♥❞ ❜r♦✇s❡ ❊✈❡r②t❤✐♥❣ ✐s ✐♥ ♦♥❡ s✐♥❣❧❡ ✜❧❡ ❈❛♥ ❛❞❞ ❡①❡❝✉t❛❜❧❡ ❝♦❞❡ ❚❆●❙ ❢♦r ❜❡tt❡r ❞❡s❝r✐♣t✐♦♥ ♦❢ ❞✐✛❡r❡♥t ♣❛rts ❚❖❉❖ ❧✐sts✱ ♣r✐♦r✐t✐❡s ❛♥❞ ❝❤❡❝❦❜♦①❡s ❢♦r ❢✉t✉r❡ ✇♦r❦

  • ✐t✲❧✐♥❦ ❢♦r ❛❝❝❡ss✐♥❣ ❞✐r❡❝t❧② t♦ t❤❡ ❞❡s✐r❡❞ ✈❡rs✐♦♥ ♦❢ t❤❡ ✜❧❡

P♦ss✐❜❧❡ t♦ ❞✐r❡❝t❧② ❡①♣♦rt ❲♦r❦s ♦♥❧② ✇✐t❤ ❊♠❛❝s✱ ♦t❤❡r ❡❞✐t♦rs ✇✐❧❧ s❡❡ ✐t ❛s ❛ ♣❧❛✐♥ t❡①t

  • ✐t s❡❡ ✐t ❛s ❛ ♣❧❛✐♥ t❡①t✱ ✇❤✐❝❤ ♠❛② ❝❛✉s❡ ♣r♦❜❧❡♠s ✇✐t❤ ♠❡r❣✐♥❣

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✹✵ ✴ ✹✷

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SLIDE 55

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

Pr♦s ❛♥❞ ❈♦♥s

❲❡❧❧ str✉❝t✉r❡❞ ❛♥❞ ❝❧❡❛♥✱ ❡❛s② t♦ r❡❛❞ ❛♥❞ ❜r♦✇s❡ ❊✈❡r②t❤✐♥❣ ✐s ✐♥ ♦♥❡ s✐♥❣❧❡ ✜❧❡ ❈❛♥ ❛❞❞ ❡①❡❝✉t❛❜❧❡ ❝♦❞❡ ❚❆●❙ ❢♦r ❜❡tt❡r ❞❡s❝r✐♣t✐♦♥ ♦❢ ❞✐✛❡r❡♥t ♣❛rts ❚❖❉❖ ❧✐sts✱ ♣r✐♦r✐t✐❡s ❛♥❞ ❝❤❡❝❦❜♦①❡s ❢♦r ❢✉t✉r❡ ✇♦r❦

  • ✐t✲❧✐♥❦ ❢♦r ❛❝❝❡ss✐♥❣ ❞✐r❡❝t❧② t♦ t❤❡ ❞❡s✐r❡❞ ✈❡rs✐♦♥ ♦❢ t❤❡ ✜❧❡

P♦ss✐❜❧❡ t♦ ❞✐r❡❝t❧② ❡①♣♦rt ❲♦r❦s ♦♥❧② ✇✐t❤ ❊♠❛❝s✱ ♦t❤❡r ❡❞✐t♦rs ✇✐❧❧ s❡❡ ✐t ❛s ❛ ♣❧❛✐♥ t❡①t

  • ✐t s❡❡ ✐t ❛s ❛ ♣❧❛✐♥ t❡①t✱ ✇❤✐❝❤ ♠❛② ❝❛✉s❡ ♣r♦❜❧❡♠s ✇✐t❤ ♠❡r❣✐♥❣

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✹✵ ✴ ✹✷

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SLIDE 56

❈♦♥❝❧✉s✐♦♥

❖✉t❧✐♥❡

❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤ ❚♦♦❧s ❈❉❊ ❙✉♠❛tr❛ ❱✐s❚r❛✐❧s ❈♦❧❧❛❣❡ ❱❈❘

▲✐t❡r❛t❡ ♣r♦❣r❛♠♠✐♥❣ ❙✇❡❛✈❡✴❑♥✐tr ■P②t❤♦♥ ❖r❣✲❜❛❜❡❧

❯s✐♥❣ ●✐t ❢♦r ❘❡♣r♦❞✉❝✐❜❧❡ ❘❡s❡❛r❝❤

❯s✐♥❣ ❊♠❛❝s ❛♥❞ ❖r❣✲♠♦❞❡ ❢♦r ▼❛♥❛❣✐♥❣ ❊①♣❡r✐♠❡♥ts

❈♦♥❝❧✉s✐♦♥

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✹✶ ✴ ✹✷

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SLIDE 57

❈♦♥❝❧✉s✐♦♥

❈♦♥❝❧✉s✐♦♥ ❛♥❞ ❋✉t✉r❡ ❲♦r❦

❆❧t❤♦✉❣❤ ♦✉r ❛♣♣r♦❛❝❤ ✐s ♥♦♥tr✐✈✐❛❧ ❢♦r ♥❡✇ ✉s❡rs ♦❢ ●✐t✱ ❊♠❛❝s ❛♥❞ ♦r❣✲♠♦❞❡✱ ✐t ♣r♦✈✐❞❡s ♥✉♠❡r♦✉s ❜❡♥❡✜ts ❚❛❦❡s t✐♠❡ t♦ s❡t ✐t ✉♣ ❝♦rr❡❝t❧②✱ ❜✉t s❛✈❡s t✐♠❡ ♦♥ ❧♦♥❣✲t❡r♠

  • ♦♦❞ tr❛❞❡✲♦✛ ❜❡t✇❡❡♥ ❝♦♥str❛✐♥ts ❛♥❞ ♣♦ss✐❜✐❧✐t✐❡s

Pr♦s♣❡❝t✐✈❡✿ ■♠♣r♦✈❡ ♠❡r❣✐♥❣ ♦❢ ▲❛❜❜♦♦❦✳♦r❣ ❋♦r ❜✐❣❣❡r ♣r♦❥❡❝ts ❝♦♥s✐❞❡r ❛❞❞✐♥❣ ❞❡❛❞❧✐♥❡s✱ ❛❣❡♥❞❛✱ ✐ss✉❡ tr❛❝❦❡r ❚r② t❤✐s ❛♣♣r♦❛❝❤ ♦♥ ❞✐✛❡r❡♥t ✉s❡ ❝❛s❡s

▲✉❦❛ ❙t❛♥✐s✐❝ ❙❖◆●❙ ♣❧❡♥❛r②✿ ❲P✽ ❏✉♥❡ ✹✱ ✷✵✶✸ ✹✷ ✴ ✹✷