=gggggggggggggggggggggggggg=
= =
= `ma"ob`masp3 #bjbc-ja-jg =
= 333333333333333333333333 =
= ^1$3i[7"x^)ju =
= #aa-acgajbh-jjjich-ja =
= 333333333333333333333333 =
= #bjbb c* e1em7;o =
= ^o%3"o,] ^g,? eo2 *`m =
= =
=77777777777777777777077777=
*`m;rao5. .uhr"q
`ma"ob`masp3
o ;raw .s5:a. .m
#a4 ;raw uh1." ,iws,,[`o"
eg.7^mjucz p3^( `[ir"u .s5:aj54
#b4 ;<"/ ,x .nex`v ^(egw .nexo
i"z `]m p3^( `[ir"u .s5:aj54
#c4 p3^( j]hrir"u .s5:aj1 ,m
sb'cz d+cz ,mrg ojr"! mrjr jr7`v
\! ^,`ms d+`oj`sc o5w"u ^)ju"!
^m:j54
#d4 p3^(n,s fu1"(["u d+`oiy3
`!es"o `ojucz _3 ["u ^,`ms
.s5:aj54
#e4 #fc,.x^mhs ,o.ajcz ,8^m"x
82^m8o5 #a;00'z jri7 i3p3
,8;<"/0' j7ex^mhs ,.x,m$ #a"u
i,o ,o.aiye["u p3^( `[ir"u ,.x,m
8'#a--#db,.x,0"! cs0s .s5:aj54
#f4 ^m"x 82^m8o5 #a;0 i3p3 ,x
ir.nexz #f f3 i!:,,[`o"! jr/[c
;ra .);nw h=o1,]! mrjr ,.x^,`m5!
j54
#g4 ^m"x 82^m8o5 #a;0 i3p3 ,x
seg `%^s5n s`['c3 i3s :4n
d+,oiy3 ,8u1^"z i3s0'w `!es"o
o ;raw .s5:a. .m #a
d+,ocz 0o4 ["u ^,`ms .s5:aj54
#h4 ^m"x 82^m8o5 #a;0 i3p3 ,x
,8i3"an ,i"< ,8#bjbb c* e1em7;o
^o%3"o,] ^g,? eo2 *`m0'n `v3j3
*`m ^u`u,s"! .a,]j<: .n;&jbcoi4
_7 lsb `o$3"1 #bjbc c* #hp1--
#bjbc c* #bp1
#bjbb c* #bp1 #bao1
*`m;rao5."1 .uhr"q
8'*,nirja`+,0
*`m `o`v3"1 *,nirja`+ l3ja
j:b":ai3
*`m;rao5."1 .uhr"q
`=i=*`mp3"1 `=cj]" `o5eo,ma"
j3+7g" ^a,[7jw" ^*,g+7" `o5^=.n"
o;]ju" %3`oj*" `o5,].q
^u.u*`mp3"1 ^a/,!" ,o5.mjw"
#j-a .n;&eg #c
`o5,[7"r" ^r,[7jw" ;yeq`]"
o.r:b" `o5eo]
----------------------------#j-b
"8`maeg +>a01 #bjbb c*
e1em7;o ^o%3"o,] ^g,? eo2 *`m
o lsbw ex.?z e1em7;ow ^m.?.t,]
d3.] `o.g! ,t.]j`u ,oa^\iy3
^m.?.t,]w ^g,?! mrj3 ,n^m .o;o5!
,m"objcz j3d*" o"! ^h7["u
`o`m;ma e1em7;o"! `s5huj5["u,,s
`m7`[a.?["u cr+7 ^g,? d+.o$
^m;7,]
.m7 jc"a01 #e
^m.?.t,]w $7iu8'$7_/>a,0"
^m.?.t,]w weo ]:a! .n,oj<:/i4
weo ]:aw `]m ,)jr7 *`m eo2 `ma$
q`p3mrp3jy ^sb .n#b.u .n#c j7!
;<5`uj<: ,]8'0g5d],0" *"]_/,nir"
;&,q8'q.=" `ma$" .o:a,0" ,q;n
8'.7r" .o1^]" yeu,0" egjv8'.=`+
.];o,0" `oh i[7["u ,n^gjvj<:/i4
,iuj3 l7`ow ^g"% `o.gn is'^m8:
^g,? `]`/ eo2 ^s5mr ,t.]" .m7;sb
,o .m,? ^7<3 i[7`v `v3"*j3 ,n^m
.o;o5! l7,njvj5["u,,s ^g,? eo2
.m,? .asbn .]eo1,]! `oj`u.
j<:/i4 o yniu irl7 ."+w `rq.]^un
irj3 ^o,oa^\jv ^7<3! ,m"obj`u
.asbj5["u,,s ."+ `r^7 jxz `=% ,o
.n`oiy1 ,m o/cz ^u<3 eg.n ,iuj3
`u":j<:/i4 jri7 .o;o5n `z`sj3
.asb ,mjr7ncz #bjbj c* ojm #g`r
lsbn,s .asb iu`m"u l+7iys `[
,]c[7`v `oc[7o jvaqiy3 ,87.? d+j* i[7! .m,?j1
,m o/cz `m;n.? ^7<3! .n<3j<:/i4
ocz ^s5+7.?["u jv1+7 $c[7j3
irjv;n hna,[h[ ^m.?.t,]n irj3
`s5.[7 h!w `r^1 eo2 `uiujvn
`o:j1 ,m o/icz ww"! .ocoe:"
^m.?.t,] $7iun irj3 hi7j3 `s5.[7
`o.g! .n`=j5["u,,s ;mjm ^m.?.t,]
eg.nw `v3"o :a">7! $7jvj`u. jcz
l3sb`/niu `o:j1 ,m o/! _soi4
b#j-b "8`maeg +>a01 #g
.m+s"1 e1em7;o ^o%3"o,]"
e1em7;o ^m.?.t,]" ^m.?.t,] d3.]"
^m.?.t,] ^g,?" `o`/ ja,[b"
q`=.oc[7 )s c[7":a d]$
----------------------------#j-c
"80,ab/ract01 #bjbb
0,analysis & ,rese>* ( ,corpus
,une?ical;y
,? project aims to e/abli%
crit]ia = det]m9+ !
9appropriate;s ( ! corpus & to
e/abli% detail$ guidel9es =
analyz+ id5tifi$ 9appropriate;s4
,moreov]1 bas$ on t1 by review+
! exi/+ corpus1 we ultimately
tri$ to build an 9appropriate
corpus label$ ) 9dicators =
analyz+ 9appropriate 3t5t4
,to ? 5d1 ? project review$
prior /udies & reconceptualiz$
,89appropriate;s,0 reg>d+ mod]n
society's e?ical & moral /&>ds4
,z a result1 9 ? project1 !
expres.n correspond+ to a7res.n1
degrada;n1 & bias 0 det]m9$ z
,89appropriate;s,04 ,next1 z
annota;n categories =
classifica;n & analysis (
#j-c "80,ab/ract01 #i
select$ 9appropriate s5t;es1
:e!r or n ! r1liza;n (
9appropriate;s is explicit
"<4ambigua;n_/non-4ambigua;n">1
! 3text "1
! 9t5s;y ( 9appropriate;s
"1 & semantic >1s (
9appropriate;s pres5t$4 ,9 !
case ( semantic >1s1 !y 7
subdivid$ 9to g5d]1 age_/g5]a;n1
orig9 "1
body "<4abil;y1 41se1 appe>.e">1
culture "1 &
o!rs1 ref]r+ to previ\s /udies &
,>ticle #b "<#c"> ( ! ,na;nal
,human ,"rs ,commis.n ,act4
,9 addi;n to ! classifica;n
crit]ia m5;n$ abv1 ! "w process
0 c>ri$ \ by detail+ ! annota;n
plan 9 ! case ( ! b.d>y ( !
analysis1 ! sett+ ( 9appropriate
ranges1 & ! ov]lapp+ (
categories4 ,9 addi;n1 ! secur;y
issue ( ! data 0 al 3sid]$ by
e/abli%+ a de-id5tifica;n plan =
! p]sonal 9=ma;n ( ! t>get data
& p]=m+ tasks acly4 ,9 c>ry+ \
^! tasks1 ,,ai ,dalgona1 : has
gu>ante$ xs p]=m.e & func;n 9
sev5 projects s9ce #bjbj1 has
be5 improv$ & utiliz$ to meet !
ne$s ( ? task4 ,9 "picul>1 by
3duct+ pe] 9spec;n ( ! tool1
"w]s tri$ to promote un;y &
reliabil;y 9 ! judg;t (
9appropriate;s & annota;n4 ,bas$
on ^! me?odologies & detail$
guidel9es1 ? project "w$ on #e
million ^ws ( ! ,8,"nd ,5t;y
,ta7$ ,corpus ",0
3/ruct$ 9 #bjbj & process$ &
reorganiz$ an 9appropriate
corpus 3si/+ ( #af1bdj s5t;es
3sid]+ ! propor;n ( 9appropriate
>1s4
,? project propos$ a specific
plan to reconceptualize
,89appropriate;s,0 & com;t on
explicitly rev1l$ swe> ^ws1 hate
expres.ns1 & 9direct expres.ns
by 3sid]+ ! 3text ( xs selec;n &
b#j-c "80,ab/ract01 #aa
analysis4 ,? "w is m1n+;l 2c x c
3tribute to develop+ & upgrad+ a
frame"w = v]ify+ univ]sally
available text 9adequacy4 ,9
addi;n1 ? project w 2 able to
3tribute to ! 9du/ry t wants to
/r5g!n xs manage;t capabilities
= 9appropriate issues 9 ! future
by provid+ r1sonable v]ifica;n
crit]ia = ! 9t5s;y (
9appropriate;s4
,key-^ws3 ,corpus une?ical;y1
,corpus 9appropriate;s1
,9appropriate;s judg;t1
,9appropriate;s analysis1 ,ma*9e
le>n+1 ,,ai language pr(ici5cy
evalua;n4
----------------------------#j-d
;<"/
,'.s5:a. .m"1 p3^( dno.o ^)ju
.s5. dno.o ^)ju ,g["u .?[54,'
.n#a.7 lsb `r+
#a4a4 lsbw ex.? eo2 do1+,]
""""""""""""""""""""""""" #c#ai
#a4b4 lsbw ^s5mr """"""" #c#ba
#a4c4 *`m.qw `m,] """""" #e#bd
#a4d4 lsb ,mjr7 .)">a "" #g#bi
#a4e4 `oir j+`v """""""" #h#cb
.n#b.7 lsb ;m.q `]`v
#b4a4 lsb ,mjr7 .t;a" ;7w
#ce0p "! ;u`vj.o <30iu"x .u.]
#c,0 cbdm5 ."+w dm5.o1 ^u.[7
eo2 ^uv3 ;n`/ ,m"ob
- cbdm5 ."+n irj3 dm5.o1 ^u.[7
eo2 `s5.[7 ;n`/ ,m"ob" ojr7
- ;y.= ."+ cbdm5 ojm ^uv3 ;n`/
,m"ob"2.n<3
b#d .n#a.7 #a4b4 #bc
------------------------------#e
#a4c4 *`m.qw `m,]
#a4c4a4 `v.n ,mjr7 .u.oa eo2
qp3 j*jv7
7 `v3"* *`m eo2 `v.n ,mjr7
`]js5o dm7^mj3 .)eg$i!"u i<[5`v
$8o q":a! `m,]j`u sbem ^g.7!
j<:/i4
82`["o5 #a;0 `v.n ,mjr7
.u.oa eo2 qp3 j*jv7
,'.u.oaiu ,r7">a,'"1
=gggggggggggggggggggggggggggggg=
lsb ;=`v1 ;rao5"1 .uhr"q
8'*,nir,0
^3o
.egi3
- ^g,? `o.g hi7,] .eg
- ^g,? .o;o5 hi7,] .eg
- `m;ma e1em7;o j],oa eo2 `m.u
.eg
lsb ;=`v1 ;rao5"1 .uhr"q
8'*,nir,0
^3o
#a4 .o;o5_/dm5.o1ho58'8'.m,0
c"<.o,oa.]^u,0"1 `o5eo,ma8'c"<
.o,oa.]^u,0y #bq" `o5^=.n
8',s&`+ir,0" ^*,g+78',s&`+ir,0"
o;]ju8'l7e]ir,0
- ^g,? ^7^sb"( `r^1
- ,n^m .o;o5 ,m"ob
- .o;o5 `+%a eo2 .?+7 $5,m
- inohs dm5.o1`o.g `v3"o
#b4 ^g,?_/`m;maho58'*,nir
l3ja,0"1 `=cj]8'.)c5ir,0 y *,nir
irjap3,r7 #eq
- ^g,? .asb ,mjr7
- ^g,?ho5 g]
- .asb `\`v ,mjb" `s5,m
- *`m q":a j:bw .op3
#c4 .op3_/`v3"oho5
8'8'.m,0^a
7 ^( lsbw `v.n ^s5mrcz f[`n im
$.o"u `m^gj1 ,m o/czin" jccz
,8^m.?.t,] ^g,?! mrj3 ^g,?
^7^sb"( eo2 ,n^m .o;o5! ,m"objcz
_soe:" i"z jccz ^m.?.t,] ^g,?
e1em7;o"! `m;majcz _soi4 o"sj3
im $.o `v.n"! ;m7,o1j`n ,mjr7j`o
mrjr,scz `v3"* ,)jr7 *`m `\`v"!
`s5huj`u ^g,?jcz .asbo do1+
j<:/i4 on *`m.qz e).s ^o%3"o,]!
^o"u'j3 ^m.?.t,] eg.n"! d3i3j`u
^g"%jcz _s`v `v3"*iy3 `o.(w
i<>7j3 *`m8'%3"oja.? .sb`z"
ljy)sja.? .sb`z i[7,0n irj3
e*eo1j3 `s5hu"! ,mjr7j<:/i4
i<[5["u `ma"ob`masp3n,s ,mjr7iy3
"8e1em7;o )sw ljy.? q,oa .ul"2
^g"%8'#bjba,001" "8^o%3"o.? d+j*
e1em7;o *`m ^g,? eo2 ,o^s5 `m;ma
8'#bjbb,001 i[7 `v.nw .m7$3 eo2
;y.= `\`vcz e&"(o`u j3`ma.oc[7
.]^uljy.qj[7p38'0,,nia,0 i[7n,s
#g .n#a.7 #a4d4 #bi
,mjr7iy3 `v3"* lsb `\`v"!
`s5huj`u ^g,?j<:/i4 o ^aaniu
^o%3"o,] ^g,?! mrjr `ma"ob
`masp3n,s .n`=jcz #bjbj c* `m;ma
,8`r;ne] ^g,? e1em7;o0' `v3"*
^u`u,sv `oh `ma"ob`masp3 e1em7;o
lsb `v3"* ^u`u,si!`v `m;ma ."+
i[7! ;<5`uj<:/i4
7 ^( lsbz `v.n `v3"* jaeg.?"
,o1;).? `v3,o5`v `]js5o dm7^mj3
*`m q":a`v `v.n ,mjr7n do1+j3
`o,&.? c[7":a`v `]js5o dm7^mj3
lsb q":ao do1+j1 ,^ge3 ^\ ;rao5.nw ^7,oa["u sbem"!
^gi5j`u" .m+ l<3n irjr,scz
*`m;rao5."! ^o"u'j3 `=i=*`mp3`v
lsb ;<5: `o`v3o l7ju j:bwj`u
.u.]jcz ^7,oa["u `v.n ,mjr7w
j+%1,]`v h=o1,]! jva^uj<:/i4
7 ^( lsbz `ma"ob`masp3n,s
o"ms.q `o.( lsbw `\`v"! ;<5.uj`u
:a,o `ma"ob`masp3n,s .n`=jcz
`o`m;ma e1em7;o"! ^h7["u
^m.?.t,] ^g,? e1em7;o"! `m;majr>
je:" ^g,? ^s5mrv `o.g" %j] i[7n
`v3j3 e30z .u.]o do1+jicz .s5n,s
^1.m `o`v3q `ma"ob`masp3`v
`qeo1j`n ,uh=j`u j:bwjcz _so
do1,m.?os/i4 ^( lsbw ;<5: q":az
`ma"ob`masp3w $a.= lsbn ;<5:j3
`]js5o dm7^mje["u ^1.m `o`v3q
`ma"ob`masp3o +`mj`u `oirjcz ^"!
.1 ojrj1
------------------------------#h
,m o/s/`u" lsb .qjr7w .)^3.?q
`v.]n,s p3jv1j`u j+%1.?q ,uh=`v
j:bw$ o"ms.:/i4
b#g .n#a.7 #a4d4 #ca
#a4e4 `oir j+`v
7 ^( lsbw `\`ve&z q`=.oc[7
l7,o d]$ ;n`/ d!"r'du5w d]$
`v.n"u jv1+7iy1 /.]oi4 h[ajo
`ma"ob`masp3w `v3"* `v.nq
,8#bjbb c* q`=.oc[7w )s c[7":a
d]$ ;n`/ g] eo2 e1em7;o .]^o0'v
*`/j<: q`=.oc[7w )s c[7":a!
l7,o.?["u d]$j`u `o`m;ma
e1em7;o"! .]^ojcz in jv1+7j1 ,m
o/! _s["u `oiriy3i4
7 ^( lsbw `\`ve&z irjv inohs"!
i"mcz `osbw ^o%3"o,]! ^o"u'j3
^m.?.t,] eg.nw `v3"o :a">7!
$7jvjcz _sn `o:j1 ,m o/! _soi4
("7.?"
^oj.? irjv cr+7! irl7["u jcz
`osbi!o do1*.?["u ekia,i["o`n
iycz irjv;n f(hn3;[w ^m.?.t,]w
.]iu"! ;[a.]j1 ,m o/cz j+%1.?q
`s5.[7 `o.g! .n`=j1 ,m o/! _s["u
`oiriy3i4 ,iuj3 irjv;n f(hn3;[n
.?+7iy1 ,m o/cz ^m.?.t,] `s5.[7
h!! .n`=j5["u,,s h[a.] `osbo
cr^m q":a`v .w
$a.= `o`v3i!" `v3`=,s eo2 i<>7j3
eq$3 ^megn,s jv1+7j1 ,m o/iu
------------------------------#i
"x j<: .o,x.?["u ^1.)j`u
b#h .n#a.7 #a4e4 #cc
j>7l7iy1 ,m o/cz j3`maj]
^m.?.t,] `s5.[7 d+.g! .]"objiu"x
jcz ,r7hr`/$ `m;maiy1 ,m o/`o"!
`oirj3i4
7 ^( lsbw `\`v"u `m;maiycz
^m.?.t,] `s5.[7 h!! duj5j3
e1em7;ocz i<>7j3 *`m ."+"uiu
jv1+7o $c[7ji4 ("7j3 ^m.?.t,]
eg.n >7l7! d<a,'"1
^g,? irl7 e1em7;ov ^g,? +,u
,).]
^3o
e1em7;o ^m.?.t,] ^g,? .asb
.o;o5 .a,]
^3o
e1em7;o ^m.?.t,] ^g,? .asb
iu`m `r^1
^3o
e1em7;o ^m.?.t,] ^g,? .asb
,mjr7
^3o
^m.?.t,] e1em7;o `m;ma
#aa .n#b.7 #b4a4 #ce
7 ^( lsbz i<[5`v $8z o1.]["u
,mjr7iys/i4
"8d+ #b01 lsb ,mjr7 o1.]
=gggggggggggggggggggggggggggggg=
i3`/^\ lsb cr+7"1 o1.]8'#bjbb
c* #hp1--#bjbc c* #bp1,0
""""""""""""""""""""""""""""""""
`/>a eo2 *`m ;7j3 ljy.? wl,uh=e7 ,s^o,[
8'0,,sns,0"! duj5jcz `r`rqw prb
eg,s"! irl7["u j<:/icz .s5n,s
`=.? .7"[w egs e1em7;on ^ojr ^(
#ad .n#b.7 #b4b4 #cg
lsbw ^g,? eo2 *`m irl7q
^m.?.t,]! d<as d+j* i[7o e30icz .s5n,s ^(
lsbn,s .m7+j`n `u":j`u. j3
^oe],o.? ^m.?.t,]! d<7,]0'"
,8^oj,]0' i[7w cn $.o h[a,] .m7
jc ol7o chccz _s! weoj3i4
^m.?.t,]w ^g,? +,u :a,o p3"rncz
^o%3"o,]w cr+78'j:5u" +a,t_/
,).]" ;<^\_/d*j>7 i[7,0`v ]:a
8',]" *"]_/,nir" ;&,q" ,q;n"
egjv i[7,0w im $.o"u ^1.miys/`u"
*`m.qo ;m$"u $7iu8'l7" .m7" j,0v
irl78'`rq" `=i=;n" egjv" .<*
i[7,0! .n<3j<:/i4
-----------------------------#ae
#b4b4c4 e1em7;o ^m.?.t,]
^g,? +,u #a;< ,).]
7 ^( lsbw *`m.qz ; j1 do1+,]o j*.sj`n
$5,ujr/`o ,iregoi4
7 cn',.r" ^m.?.t,]w $7iu"!
^g,? +,un,s .nyj<:/i4 ocz
^m.?.t,]w $7iu d3.]! mrj3
`ra`v3.? `o.g! e"*j`o s":b`u
^g,? .asb.7j3 ^*q! `u":j3 .asb. `m,]!
j.o eu'j3 j3`/"! q.]j<:/i4
,o1.n"u .asb.i!w ,]^\`v *"]z
:,]`v #bj irn d*.m7iys o/.oe3"
`["sj3 d*.m7["u qj3 eg.n ^1,r7
,oncz l7ir.?["u i<>7j3 ,]^\ eo2
*"]o du.qiy3 ho5.7`v `=i= *`m.q
;7j3
ljy.? wl ,uh=e7 ,s^o,[8'0,,sns,0
b#af .n#b.7 #b4b4 #dc
"! duj5jcz `r`rqw prb eg,s"!
irl7["u j<:/[5! ^1aj:/i4
- eg.$ ,`r.: o/cz `]m
8';u,]["ue3 iys o/cz `]m" )sv
oeo.o$ `\jbiy3 `]m,0"! `u":
j<:/cz.on irj3 eg.n
3o ,)"2jmjr7 eg.7! h=jr
era"7jcz$80'$ .m7+j54
b#ag .n#b.7 #b4b4 #de
,iuj3 o_sz ^m.?.t,]w $7iuv
eo1.sbj`n `v3"*iy54 irl7o sb'o
chccz ^m.?.t,]z $7iu$ >aji`u
c[,`ocz `]j>7,]o o/[54 ^m.?.t,]w
]:a`v j5,`n h`o' .]^u8'`rq"
.obi3 i[7,0$ o/[e* jv1+7iu$ cu4!
_s["u ^uo54
3o irl7 %j]z ^( `v.nw ]:an
,m":5iy1 ,m o/[e["u" %j+,] eo2
.asb i3,gjv ;a,0 d3.]! .?+7j<:/i4
#d,0 .egmrp3 0,d4
- j*.r ^m.?.t,] ]:az ;m$
.]^u"u jv1+7o $c[7j1 _s["u ^uo54
eg.7 i3mrw ^m.?.t,] :^m"!
d3i3j`u" ]:a .]^ucz enh .]^u"u
jv1+7o $c[7jr ^uo54 j*.r ^g"%
;n`/$ %+7j1.on irj3 `ueqo
do1+j54
3o ^g,? +,u #b;< ,).]n,s ]:a
%j]! ;ma,ujcz ^7j>7["u
,m.]j<:/i4
- ,u,[c p3;) i[7 enh .]^ui!!
h=jr,s ^m.?.t,] :^m"! d3i3j1 ,m
o/`o ,iregn o"! d+,oje* inohs
jv1+7 ;[ae*n,s is %+7j1 _s["u
^uo54
3o ^g,? irl7 e1em7;on oeo
.n`=iys o/[e["u ^3]j<:/i4
- .asb.i!o s,is0`n hr`o7!
jr/cz.on irj3 .]^u"! .n`=jcz
_siu %+7j1 _s["u ^uo54
b#ah .n#b.7 #b4b4 #dg
-----------------------------#ai
- ,s^o,[^\"u p3jcz _so i"[`o
,iregn $7iu$ do1+j3 ^m^go o/[54
3o #b;< ,).] ,oncz $7iu"! i,o
^g,? +,u"u duj5j<:/i4
- ^m.?.t,] d+j*! e,[fo7" .ny"
,gjvjcz ,s^o,[ ,iucz *`m$
do1+j`o ,iregn o"! mrj3 .asbiu
;mjmn o"ms.oe* .u0`n/[54
3o j>7jm `v.nncz ^3]o $c[7
j`n/[c ^( `v.nw ^s5mr"! cs5s,scz
^m^goe["u .nyj<:/i4
#b4b4e4 e1em7;o ^m.?.t,]
^g,? +,u #b;< eo2 ;y.= ,).]
7 .egjyw ojm *`m.q jyw" ^g,?_/
`m;maho5 ,o^s5 .asb" .m`v3
`o`v3`vw j:bw i[7! `s;oe*,s ^g,?
+,u #b;< ,).]n,scz i,o e:2 $.o
.m7+j3 ^*jv$ ^1,r7j<:/i4
7 ;s',.r" #a;< ,).] ,oncz
.nyj<:/i) ^m.?.t,]w ,8$7iu0'"!
#b;< ,).]n,scz i,o ^g,? +,u"u
duj5j<:/i4 ocz ^( lsbw `\`ve&"u
`m;maiycz ^m.?.t,] e1em7;o"!
jv1+7j1 ja`/v l3sb`/w j*,o1.?
+`m"! ^3]j3 _soi4 ie3 ^(
lsbn,scz $7iu ^g,?w ^x.b,]!
;y,ujvj`u o1`v3,]! ;yirjvj`u.
`o.(w %l *`mn,s e30o l+7j3 #c
i3`/8'l7" .m7" j,0 d3.]o a,0 d3.]! .?+7j<:/i4
7 i&,.r" #a;< ,).] ,oncz
.(.rj.o <307 .a,]"1
#bjbb4 #aa4 #cj4--#bjbb4 #ab4
#a4
- .asb .o;o5 ,m.] ^7j>7n irj3
`ma"ob`masp3 doi[^ra"1 #bjbb4
#ab4 #a4
- .asb .o;o5 #a;< ,m.]<3
.a,]"1 #bjbb4 #ab4 #b4--#bjbb4
#ab4 #h4
- .asb .o;o5 #a;< ,m.]<3n irj3
`ma"ob`masp3 doi[^ra"1 #bjbb4
#ab4 #i4--#bjbb4
-----------------------------#ba
#ab4 #ad4
- .asb .o;o5 0v#a .a,]"1
#bjbb4 #ab4 #ae4--#bjbb4 #ab4
#bc4
- .asb .o;o5 0v#an irj3
`ma"ob`masp3 doi[^ra"1 #bjbb4
#ab4 #bd4--#bjbb4 #ab4 #bh4
- .asb .o;o5 0v#a jva.] eo2
*`m.q `=%"1 #bjbb4 #ab4 #bi4
- .asb .o;o5 0v#a ^g,?_/
`m;maho5 ho5.7 `=% eo2 ,m.]"
^uv3"1 #bjbc4 #a4 #b4
- .asb .o;o5 0v#b v3,]"1
#bjbc4 #a4 #b4
#b4c4c4 .asb .o;o5 `+%a
7 ^g,?_/`m;maho5 ;=`v1 `=i=
*`mp3o .);n .asb.8'ja^m,r7
ho5p3,0 irl7["u .asb .o;o5 0v#bn
irj3 `+%a! ,o1,oj<:/i4 jri7
b#bj .n#b.7 #b4c4 #ec
`+%an,scz h[ajo e],o,]" era"a,'
-----------------------------#bc
7 .asb iu`mn,s e1em7;o
^m.?.t,] ^g,? .asb! ,mjr7j`o
mrjr,scz .asb.^\ #be e3 s.tw
e1em7;o"! j1i7jcz `v.]o
do1+j<:/i4 an .m`v3 `o`v3n,s
.n`=j3 ^g,? irl7 e1em7;ocz eg.7
i3mr"ue3 ^gj1iys o/[e["u .asb.
#aqi7 j1i7iycz e1em7;o"! >a #be
e3 s.t cry"u .r^gj1jcz .asbo
do1+j<: ^\iuw e1em7;o ,)^\`o"!
`m;maj<: jv1+7j<:/i8'#bjbc4 #a4
#c4--#bjbc4 #a4 #i,04
82`["o5 #d;0 a,'
7 e1em7;o ^m.?.t,] ^g,? .asb
iu`mcz ;a,'
#b4d4c4 .asb iu`m l+7 ^7^sbw
`=% eo2 `+%a
7 .asb iu`m `r^1o v3"+iy3
jmncz ^g,?_/`m;maho5! .m7,o5["u
.asb iu`m l+7 ^7^sb! `=%j`o mrj3
`+%ao o"ms.:/i4 e).s `=i=*`mp3`v
^g,oa_/`m;maho5 ;=`v1 `=i=*`mp3
8'`v3"o.,0" ho5.78'`s5,m.,0
.m7,o5w .asb iu`m l+7 ^7^sb `=%$
o"ms.:/i4 `[ jra,o5 cr+7z
`v3"o.$ .asb iu`m l7n,s .asb.i!
a#bc .n#b.7 #b4d4 #eg
n`n e1em7;o"! j1i7jcz ^7^sb"
`s5,m.$ .asb iu`m l7n,s `s5,m
.t;<"! .qjr7jcz ^7^sb i[7oi4
i<[5["u ^g,?_/`m;maho5 .asb."!
irl7["u .asb iu`m l+7 ^7^sbn
irj3 l7,nj3 `+%ao o"ms.:/i4 `[
jra,o5 cr+7z .asb.$ .asb iu`ml7
n,s ^m.?.t,] eg.7! ,)^\j`u ^g,?
+,u"! .m,?jcz ^7^sboi8'#bjbc4
#a4 #aj4--#bjbc4 #a4 #ab4,04
-----------------------------#be
82`["o5 #f;0 a,'
-----------------------------#bf
#b4e4 e1em7;o ^m.?.t,] ^g,?
.asb ,mjr7
#b4e4a4 #a;< ^g,? .asb
7 .asb .o;o5 0v#b eo2 .asb
iu`mw `=%v `+%a! ^h7["u .m7$3
^u`u+7 #a;< ^g,? .asb`v `s5,m
.asbo i<[5`v $8o ^(`:a.?["u
.qjr7iys/i8'#bjbc4 #a4 #ac4--
#bjbc4 #a4 #be4,04
- .m7$3^u`u+7 #a;<^g ^g,? .asb
.qjr7
_3 #bjbc c* #ap1 #aho1,$.o
#c1jjj`) ol7w eg.7 ,)^\ eo2
"<^n1"o7 .asb v3"+
- .m7$3^u`u+7 #a;<^g ^g,?
`\`ve& `s5,m .qjr7
_3 #bjbc c* #ap1 #beo1,$.o
,)^\ eo2 "<^n1"o7 .asb v3"+j3
eg.7n irj3 `s5,mv .r`s5,m .qjr7
=a .asb.i!w uhr`o7n irj<:
ho5.7i!o eneu `o.r jm d+^( ^3":
=3 ho5.7i!w u`s5,mn irj<:
;=`v1 `=i=*`mp3o eneu `o.r
#bf .n#b.7 #b4e4 #ei
82`["o5 #g;0 `s5,m `v.]n,sw
;=`v1 `=i=*`mp3 eneu /,o
,'`["o5 ,r7">a,'
-----------------------------#bg
82`["o5 #h;0 .asb. ^g,? .asb
j*jv78'#ap1 #beo1 `o.g,0
,'.s5:a. .m"1 #a4 j7ex .m7
,8.r.asb +;]0'" ,8.r.asb +;]
8'cm.?,00'z eair `["rd[n,s chc.o
<30< ,r7">aj54 #b4 ,m'.cz euim
ir">a.?q ,m;oo54,'
,'eair `["rd[ ,r7">a,'"1
8's.t ,m,0
=gggggggggggggggggggggggggggggg=
o"[5"1 e1em7;o j1i7">7
`s5,m+;] `s5,mv3"+
""""""""""""""""""""""""""""""""
js.7["u .u.]j<:/i4
#c,0 +a,to era"7,oa eg.n
-----------------------------#bi
- 0json4 >7,oa! .]wj3 .?o sb's
#ba c* `v.n `o.g["u .n;&iy3
_s["u ^uo5
3o `ma"ob`masp3n,s .]j<:
.n`=j3 >7,oan ,i"< 0json4 d7["u i<[5`v $8o ,m.]j<:/i4
7 ,]" *"]_/,nir" ;&,q" ,q;n"
egjv" ljy.? .u`)" $.x" `oh i[7
#h`r %j]["u ccms/i) ^m.?.t,]
]:a! .oc;o`n ^o%1o ck`n chc3
]:az %l ]:a`v h=jbj<: `v3`/_/
b#bh .n#b.7 #b4e4 #fe
.u`)" egjv" ,q;n" ,]" *"]_/,nir"
`oh i[7 #f`r %j]["u ;ma,uj<:/i4
ocz ljy.? .u`)" ;&,q" $.x i[7
#c`r ]:a! ,8`v3`/_/.u`)0' ]:a["u
h=jbj3 `\`voi4
7 ^oj,] ,xs"u j(i(j1 ,m o/cz
`]m"! "8.mw01n ;m$j<:/i4 /"!
i!s" l.)n ,8ck.b<0'v %lj3
,8ck;ms0'"u d+j*iyis"7w
weo"! .ocq `]mncz ^oj,]o
sb'[e["u ,8e],o0'cz e&"(o`u
,8^m.?.t,]0'["uiu d3.]j.o
<30iu"x `v3"* cr+7! "8.mw01"!
h=jr $7.uj<:/i4
7 ;<^\.? ;[ae*o o/siu
^m.?.t,]["u d3.]j.o <30cz `]m"!
"8.mw01n ;m$j<:/i4 `v3"* *`m eo2
.ul ^u`u,sn ;<^\ d+j*["u
.o.?iys/`u ;<^\.? ;[ae*o o/i
jis"aj54 #b4 ,m'.cz euim
ir">a.?q ,m;oo54,'
,'eair `["rd[ ,r7">a,'"1
8's.t ,m,0
=gggggggggggggggggggggggggggggg=
o"[5"1 e1em7;o j1i7">7
`s5,m+;] `s5,mv3"+
""""""""""""""""""""""""""""""""
js.7,oan ek;ms ;&":aj<:
.n;&j<:/i4
82`["o5 #aj;0 ^m.?.t,]
e1em7;o 0json4 da,'
#cb .n#b.7 #b4f4 #gc
-----------------------------#cc
.n#c.7 lsb .m+ cr+7
-----------------------------#cd
-----------------------------#ce
#c4a4 ^m.?.t,]w `rc:5 ,t.]
7 ,8^m.?.t,]0'w `rc:5z ^( lsbw
^1.m ,on .n,oiys/i) ,8^o%3"o,]0'
w `rc:5o .ocq j3`/"! `[a^xj`o
mrjr ,t.]iy3 _soi4 `o.(w %l
*`mn,s $.7 e30o l+7iys/i)
,8^o%3"o,]0'w `o^(.? `rc:5z
l"<5["u,s e,i7jo .ofo`sc jr7jr>
j1 iu"on s`['c`sc iui?.? `%^s5!
mr^3jcz _s! weojcz _soi4 o"sj3
^o%3"o,]z o1^3.?["u ,8`=`:a,]0'"
,8d*j>7,]0'" ,8^oj,]0' i[7w
^m.].? h[a,]i!! duj5j.oe3" o"sj3
^m.].? h[a,]i!z s5`:aj3 weon,sw
^o%3"o,]["u $3.mj`o s":g `]mniu
chc3i4 an o;s"s5 ^o%3"o,]["u
$3.mj`o s":g `]mn chccz `=`:a,]"
d*j>7,]" ^oj,] i[7o chccz ^1jvcz
`[_s! .sbjcz cm`g$n`n i<>7j3
%j]w ^m.].? $5.]! %^1j1 ,m o/icz
#cc .n#c.7 #c4a4 #ge
.s5n,s eg.n$ o/i4
7 ^( lsbn,scz ^o%3"o,]["u
$3.mj`o s":g `]mniu ^m.].? $5.]!
%^1jcz `=`:a,]" d*j>7,]" ^oj,]
i[7! e1em7;o ^g,? eo2 `m;ma
irl7["u ,t.]j`o"u jr/i4 $8z
eg.nw,oan,s `o.(w %l `v.nn,scz
,8^o%3"o,]0' ir,q ,8^m.],]0'"
,8^3ljy,]0' i[7w `rc:5o .n<3
iy`oiu jr/.oe3" ^( lsbn,scz
`o.(w +7s ir,q ,8^m.?.t,]0'o" j1 iu"on s`['c`sc iui?.?
`%^s5! mr^3jcz _s! weojcz
,8^o%3"o,]0'
- ^oc3" .s.m" eu+a" mrj:b"
j:5u" dx":a,)i= i[7n,s chccz
,8`=`:a,]0'
- ;<^\" d*`*" ^r.n" ^&do1+j3
)`[b i[7n,s chccz ,8d*j>7,]0'
- e\,o" d:5j" em,o" .u"=
i[7n,s chccz ,8^oj,]0'
b#ce .n#c.7 #c4a4 #gg
-----------------------------#cf
#c4b4 ^m.?.t,]w ^g,? eo2
.m,?8'hr`o7,0 i3mr ,t.]
7 ^( lsbn,s ^m.?.t,] ^g,?w
`o^( i3mrcz ,8eg.70'oi4 ocz
^m.?.t,]o eg.7 crw h[a.] sjmrc
d+j*n wjr ^1,r7jis"aj3
^m.?.t,]o j5,`n chccz eg.7z
,8$70'j3 ^m.?.t,]["u .m,?
a#cf .n#c.7 #c4b4 #gi
-----------------------------#cg
#c4c4 ^m.?.t,]w e],o,] ^g,?
eo2 .m,?
#c4c4a4 e],o,]w `rc:5
7 ,8e],o,]0'z ^m.?.t,]o
`m;n.?q sjmrc d+j*! h=jr
e],o.?["u i["sccz.o8'e],o,0"
jri7 eg.7w era"7,]"
^oj,] i[7w ^m.?.t,]o jvaqiycz
eg.7
_3 irl7n irj3 ^m.].? d]$ jxz
hriu"! i["scrcz d+j*o duj5iy3
eg.7
_3 j*ir.?q `o.gn,s %3"o,]!
f[`n mr^rj<:/i`u d3i3iycz cr+7!
i5z d+j*o chccz eg.7
=777777777777777777777777777777=
7 ,8e],o,]0'z ^( lsbw ^1.m ,on
.m+j3 ^g,? +,uw jc"u .n,oiys/i)
^m.?.t,]w ,8cr+78'j:5u" +a,t_/
,).]" ;<^\_/d*j>7 i[7,00'!
ir;njcz `rc:5oi4 `o.(w %l *`mn,s
^m.?.t,]8'^o%3"o,],0 cr+7z %j]
`m^g! mrj3 `ra`v3.?q `o.g!
e"*j`o s":b`o ,iregn ^g,? eo2
.m,? `\`vw ,q"y,]iu ^m.xjicz
a#cg .n#c.7 #c4c4 #ha
^od3o e30o .n`oiys/i4 on ^(
lsbn,scz ^m.?.t,]o h[a.] d+j*!
h=jr e],o.?["u chccz.o" e],o.?q
d+j*z sb'siu era" jcz `]mncz
^m.?.t,] eg.7["u ,).]j.o <307`v ^o.m7!
d<7" ,]jw"=
i[7
*"]_/,nir"1 *"]" ,nir i[7
,q;n"1 .7r" `)$7" .o1^]" yeu"
o5,q" ;&l3 i[7
egjv"1 .=`+" .];o" dm7,[b"
/,&" jr7hr" l`u^7,oa i[7
`v3`/_/.u`)"1 ;&,q8'q.=" `ma$"
.o:a i[7,0" ljy.? .u`)8'.oasb"
.omr" ja":a" .rl3" c[7":a" .o":a
i[7,0" l.? `v3`/8'j(q" $.x j]hr"
$.x `v3`/" ;q`m8'("
a#dj .n#c.7 #c4e4 #hi
j3icz .n<3+;],sw +`)! ;m7.x
,ofo.o eu'j3 _soe:" o"s0`n
`m;maiycz ^m.?.t,] e1em7;o$
q`=.oc[7w ja,[b ."+"u .?.tj1.on
irj3 m":$ .n`oiys/i4 on ,i"<
;y.= `\`ve&n,s erm ckz ^o.m7["u
chc3 ,8;&,q8'#c0p,00'" ,8ljy.?
.u`)8'#ad0p,00'" ,8$.x
-----------------------------#da
8'#b0p,0 i[7 ,n `rw ]:a! `v3`/_/
.u`) ]:a["u h=jbj<:/i4
#c4e4b4 ]:a ^g,? eo2 .m,?w
`o.g
7 ]:a ^g,? eo2 .m,?w `m;n.?
`o.g`v l7,nj3 /,ocz ^m"x
82^m8o5;0 #aw .asb .o;o5!
;<5.uj1 ,m o/i4
-----------------------------#db
#c4f4 ^m.?.t,]w $7iu .m,?
#c4f4a4 $7iuw `rc:5
7 ,8$7iu0'cz jri7 eg.7w
^m.?.t,]o `[ ,o5$a,]w ;[ae*n,s
sc[ .]iu8'$7_/>a,0q.o"! d3.]jcz
_s! weoj3i4 ,8$7iu0'w ^g,?z
^m.?.t,]w $7iu ;a"1
- e],o.? ^m.?.t,]o `[7.].?
era"a,0 d3.]! .?+7j<:/i4
#c4f4b4 $7iu ^g,? eo2 .m,?w
`o.g
7 $7iu ^g,? eo2 .m,?w `m;n.?
`o.g`v l7,nj3 /,ocz ^m"x
82^m8o5;0 #aw .asb .o;o5!
;<5.uj1 ,m o/i4
b#db .n#c.7 #c4f4 #ic
-----------------------------#dc
#c4g4 ^m.?.t,] e1em7;ow
^o,oa^\jv
#c4g4a4 `rq.]^u ^o,oa^\jv
`o.g
7 ^( lsbn,s `m;maiycz ^m.?.t,]
e1em7;ow `rq.]^u ^o,oa^\jv `o.gz
.m`v3 `o`v3`vw j:bw ja0 era"a,'"1
=gggggggggggggggggggggggggggggg=
e],o,] ^gdu8'0p,0
^oe],o.?"1 #cc4ga
e],o.?"1 #ff4bi
=777777777777777777777777777777=
#d4a4a4b4 ,8$7iu0' `v3"* ^gdu
7 ^m.?.t,] e1em7;on,scz $7iu$
$7j3 ^m.?.t,] eg.7o >aj3
^m.?.t,] eg.7^ui .u`[5 is e30z
_s["u chc/i4
82`["o5 #ab;0 ^m.?.t,] eg.7w
,8$7iu0' `v3"* ^gdu
,'^o%1 p3`["rd[ ,r7">a,'"1
=gggggggggggggggggggggggggggggg=
$7iu ^gdu8'0p,0
$7"1 #ec4jf
>a"1 #df4id
=777777777777777777777777777777=
-----------------------------#di
a#dh .n#d.7 #d4a4 #ii
#d4a4a4c4 ,8era"a,'"1
=gggggggggggggggggggggggggggggg=
era"a,'"1
=gggggggggggggggggggggggggggggg=
i3o1]:a^gdu
`v3`/_/.u`)"1 #bb4ib0p
egjv"1 #gf4fi0p
`oh"1 #fa4jc0p
,q;n"1 #aa4fe0p
,]"1 #ai4gg0p
*"]_/,nir"1 #d4ji0p
=777777777777777777777777777777=
#d4a4b4a4 ^xjb ]:a `o.g
,8]:a0' `v3"* ^gdu
7 ^m.?.t,] e1em7;on duj5iy3
^m.?.t,] eg.7w ]:a ^gdu"! ^xjb
]:a `o.g["u ^ue*" h[a.] jc7w #ce0p "!
;u`vj.o <30cz _s["u chc/i4 /"!
i!s" $.7 e30z ^o.m7! ;<.ojcz
,8egjv" `oh0' ]:aw ^o.m7o
#ca4ce0p oi4 jca,'"1
=gggggggggggggggggggggggggggggg=
^xjb ]:a^gdu"1 8'^o.m7
8'0p,0,0
egjv" `oh"1 #ca4ce
egjv"1 #ac4jj
b#ea .n#d.7 #d4a4 #aje
`oh"1 #aa4ec
egjv" `v3`/_/.u`)"1 #g4dc
egjv" `v3`/_/.u`)" `oh"1 #g4bh
,q;n"1 #c4ig
,q;n" egjv"1 #c4fa
,q;n" `oh"1 #b4eb
,q;n" egjv" `oh"1 #a4ge
,]" egjv"1 #a4fg
egjv" ,]" ,q;n"1 #a4ec
,]" egjv" `v3`/_/.u`)"1 #a4ag
,]" ,q;n" egjv" `oh"1 #a4ae
`v3`/_/.u`)" `oh"1 #a4aa
,]" egjv" `oh"1 #a4jg
#a0p eoe3 ]:a h=jb"1 #i4he
=777777777777777777777777777777=
-----------------------------#ec
#d4b4 c(w eo2 .n)
#d4b4a4 i=o1 ^m.?.t,] eg.7
;s"o eg.n
7 i=o1j3 ^m.?.t,] eg.7o ^g,?
irl7 e1em7;ow i"z ^m^gn,s
.m7^xj<: ;&j*jcz `]m$ o/czin"
h[ajo ,8,,o^10'" ,8,r,`o0'"
,8eo;q0' i[7 +a,t d+j* i3ix["u
jca$3w ;7jm `v3"*
lsbn,siu i=o1j3 ^m.?.t,] eg.7w
d3.] `o.g! mrv $8o s5`:ajo
,t.]j1 _s! .n)j3i4
#d4b4b4 ^g,? +,u ,8]:a0'^\
^o.m7 .u.] eg.n
7 ^( lsbw `\`ve&"u `m;maiy3
^m.?.t,] e1em7;on,s ,8;&,q0'"
,8ljy.? .u`)0'" ,8$.x0' i[7 #c`r
]:az ^m.?.t,] eg.7w ;&j* ^o.m7o
erm eoeoj3 _s["u chc/i4 an ;&,q
8'q.=" `ma$" .o:a i[7,0" ljy.?
.u`)8'.oasb" .omr" ja":a" .rl3"
c[7":a" .o":a i[7,0" $.x8'j(q"
$.x j]hr" $.x `v3`/ i[7,0 i[7 $a
]:an duj5iycz j7jm `v3"* lsbn,siu
$8z .m,? ^7,oa! ;mrj3ie* i=o1j3
]:a ^o.m7 .n,o ^7,oa! ;mrj1 _s!
.n)j3i4
#d4b4c4 lsb ,mjr7 `v3"* eg.n
7 ^( lsbw `v.n ^s5mrcz f[`n
^m.?.t,] ^g,?! mrj3 ^g,? ^7^sb"(
eo2 ,n^m .o;o5! ,m"objcz _s`v
,m"obiy3 ^7^sb"( eo2 .o;o5!
^h7["u ^m.?.t,] ^g,? e1em7;o"!
`m;majcz _s i[7w im $.o"u cc& ,m
o/czin" .).7["u ^g,? .o;o5!
,m"obj`u d+^( .asb! .qjr7je*,s
^g,? .o;o5! ^uv3jcz inn oeo e30z
,o$3o ,u+iys/i4 an lsb `o$3w
.t^3! cs5`q ,o.s5n
-----------------------------#ee
`r;yiy3 .egjywn,s .n,oiy3
q`=.oc[78'0,,ai,0 `v3"* ja`/v
sb`/w w`* eo2 +`m"! ^3]j`n
iye*,s ^g,? +,un ,8era"7j3 ;&;sn `o^3j3 ir`%eu
e1em7;o ^g,? eo2 `m;ma .asb!
jm,x lsb["u ;m.qj1 _s! .n)j3i4
-----------------------------#ef
-----------------------------#eg
;<5`uegj)
-----------------------------#eh
-----------------------------#ei
`vja`o,&.]^uh=,q^m8'#bjbj,0"
"8l"<5o .m7,o5o iycz q`=.oc[7
%3"o`o.g01" `vja`o,&.]^uh=,q^m4
`vja`o,&.]^uh=,q^m8'#bjbj,0"
"8%3"o.? q`=.oc[7! mrj3 `ma$
.];ra ,m"ob01" `vja`o,&.]^u
h=,q^m4
`o5,mj3"2`o5,]jg"2`o5j*;t
8'#bjai,0" jry q`=.oc[7 `+%a
i=j>7`v ja,[biu`m ^g,?" "8j3`ma
fs5d%hs`+%ajajy ja,&^1d+irjy
c(eg.ob01 #bc8'#b,0" #be-bh4
`o5^=.n8'#bjbj,0" q`=.oc[7
`s.o'e1w h[a,] ojr - `s.o'e1n
irj3 %3"oja.? i5"(! .m7,o5["u"
"8q`=.oc[7qegja*`m01 #f" #gi-ig4
`o5^=.n y8'#bjbb,0" "8^o%3"o.?
d+j* e1em7;o *`m ^g,? eo2 ,o^s5
`m;ma01" `ma"ob`masp34
`o5.qm78'#bjba,0" .<*)s;s"on,s
%3"o.? eg.nv jr`\ ^7<3"1 *"] eo2
#eg ;<5`uegj) #aac
.o:a d*j>7,] `[a^xw ;&^1.s5["u,s
^7)."+ ,m.ob" "8*`m^7^sbc(;=01
#f8'#a,0" #aeg-ahj4
`o5j3,] y8'#bjai,0" "8euim"!
mrj3 q`=.oc[7 %3"o01" j3`ma`+%a
ja,&.]^up34
^a.rj*"2o,[7jw8'#bjji,0"
"8ljy.? wl,uh= *`m"1 .o:a"2
eq.x"2q.=n irj3 ;<^\.? )sd+j*
`r,) *`m01" `ma"ob`masp34
^*,g+78'#bjbj,0" inohs %3"on,s
q`=.oc[7 d*j>7,] eg.nn irj3 *`m"
"8%3"o*`m01 #a8'#abh,0"
#adc-aeh4
^*,g+78'#bjbj,0" 0,,ai4 ,oeq,]
`+%an irj3 ,o"(4 "8;ui[7iui?
`+%a01 #fg" #dbg-dde4
^*,g+7"2`o5^=.n"2o;]ju
8'#bjba,0" q`=.oc[7 %3"o`+%a
cr+7;n`/ `m,]n `v3j3 *`m"
"8j3`ma;ui[7 iui?`+%ajajy
ja,&irjy ."+.ob01" #bfe-bhh4
%3l7u8'#bjah,0" q`=.oc[7 `o^3
`=`=,s^o,[w .m+ .r7.s5n `v3j3
*`m"1 ;r'^u'8'0,*at,bot,0
,s^o,["! .m7,o5["u" "8j3`ma`=`=
`v3"oja^u01 #cb8'#b,0" #hc-ajd4
o;<3`% y8'#bjba,0" "8e1em7;o
)sw ljy.? q,oa .ul"2^g"%01"
`ma"ob`masp34
o;]ju"2`o5^=.n"2`o5j].m"2
^*,g+7"2o;<3`%8'#bjba,04 %3"o.?
q`=.oc[7! mrj3 ^oiui? eg.7 d3^\
(hu1"u.o `m;man irj3 *`m" "8q`=
.oc[7qegja*`m01 #g" #adi-agj4
.uhr"q8'#bjai,0" )s l.)w
.]^u.? `oc[7`v %3"o.? eg.nn irj3
,u`u" "8j3`mal.)ja01 #cd"
#aje-abf4
.uhr"q8'#bjba,0" )sw dm5`:a`v
`=`=)sw dm5`:a8',],0 eg.nn irj3
^od3.? `u;<1" "8eg^sb `+%a01
#da" #ig-abd4
.uhr"q y8'#bjjf,0" "8;<^\.?"
^o`ra`v3.? )s d+j* `r,)! mrj3
`o;u *`m01" `ma"ob`masp34
-----------------------------#fj
.uhr"q"2`o5,q$a"2%jw.r"2
`o5/.o"2o.mjw8'#bjah,0" irjvj]
q`=.oc[7w %3"o.? )s d+j*! mrj3
`o;u *`m - i3s i3mrw ^o%3"o.? )s
b#ei ;<5`uegj) #aae
d+j*w %j] ^g"%"! .m7,o5["u"
"8segja01 #adj" #fe-if4
.uhr"q"2`o5,q$a"2,q%"o"2
`=cj]"2,q<]8'#bjah,0" ^o%3"o.?
)s d+j*w weo ..o1n ,i"z jm/r;g1 ;,h4"<#bjae">1
,ma*9es t le>n 9 ! wild3 ,ma*9e
le>n+ capabilities1 limita;ns &
implica;ns4 .1,te*nical
.1report1 ,ne/a1 ,london1 ,5gl&4
,cutl]1 ,a41 ,pribi;/c1 ;,m41
`& ,humphrey1 ;,l4 "<#bjai">4
.7,"ey"d e?ics = >tificial
9tellig;e.'1 ,,ibm ,corpora;n4
,dadv>1 ;,m41 ,tries*nigg1
;,d41 ,ordelman1 ;,r4 & de ,j;g1
;,f4 "<#bjac">4 ,improv+
cyb]bully+ detec;n ) us] 3text4
,9 .7,europ1n ,3f];e on ,9=ma;n
,retrieval4.' ,spr+]1 #fic-#fif4
,davidson1 ;,t41 ,w>msley1
;,d41 ,macy1 ;,m4 & ,web]1 ,i4
"<#bjag">4 ,automat$ hate spee*
detec;n & ! problem ( (f5sive
language4 ,9 .7,proce$+s ( !
,9t]na;nal ,,aaai ,3f];e on ,web
& ,social ,m$ia.'1 #aa"<#a">4
,d9ak>1 ;,k41 ,rei*>t1 ;,r4 &
,lieb]man1 ;,h4 "<#bjaa">4
,model+ ! detec;n ( textual
cyb]bully+4 .7,! ,social ,mobile
,web.' #aa"<#jb">4
,hosse9i1 ;,h1 ,kannan1 ;,s1
,zhang1 ;,b1 `& ,poov5dran1
;,r4"<#bjag">1 ,dcvg ,google's
p]spective ,,api built = detect+
toxic com;ts1 .1ar,xiv #agjb3
#jhach4
,job91 ,a41 ,i5ca1 ;,m41 `&
b#fj ;<5`uegj) #aag
,vay5a1 ;,e4 "<#bjai">4 ,!
global l&scape ( ,,ai e?ics
guidel9es4 .7,nature ,ma*9e
,9tellig;e.'1 #a"<#i">1 #chi-
#cii4
,ju/o1 ;,r41 ,corcoran1 ,th41
,luk91 ;,s4 ;,m41 ,walk]1 ;,m4 &
,torres1 ;,m4 ,i4 "<#bjad">4
,extract+ relevant k = ! detec;n
( s>casm & na/i;s 9 ! social
web4 .1,k-,bas$ .1,sy/ems #fi3
#abd - #acc4
-----------------------------#fa
,kum>1 ;,r41 ,ojha1 ,a4 ;,k41
,malmasi1 ;,s41 `& ,zampi]i1
;,m4"<#bjah">4 ,b5*m>k+ a7res.n
id5tifica;n 9 social m$ia4 ,9
.7,proce$+s ( ! ,f/ ,"w%op on
,troll+1 ,a7res.n &
,cyb]bully+.' "<,,trac-#bjah">3
#a-#aa4
,lee1 ,geon-hwan1 ,p>k1
,joo-*an1 ,*oi1 ,d;g-won1 ,lee1
,yeon-gye;g1 ,*oi1 ,ho-b91 &
,han1 ,y|n-hee "<#bjai">4
,design & imple;ta;n ( pr(an;y
filt]+ *at program bas$ on deep
le>n+4 ,9 .7,korea ,9=ma;n
,process+ ,society ,3f];e
,proce$+s.'1 #bf"<#b">1 #iih-
#ajja4
,p>k1 ,kyohyeon & ,lee1 ,jee
,hyung "<#bjjf">4 ,develop+ a
,vulg>;y ,filt]+ ,sy/em = ,onl9e
,games us+ ,,svm1 ,9 .7,kor1n
,9/itute ( ,9=ma;n ,sci5ti/s &
,5g9e]s ,academic ,3f];e
,proce$+s1.' #cc"<#b,b">1
#bfj-#bfc4
,rob]ts1 ;,h41 ,c{ls1 ;,j41
,morley1 ;,j41 ,taddeo1 ;,m41
,wang1 ;,v41 `& ,floridi1 ;,l4
"<#bjba">4 ,! ,*9ese approa* to
>tificial 9tellig;e3 an analysis
( policy1 e?ics1 & regula;n4
,,ai `& ,,society1 #cf"<#a">1
#ei-#gg4
,%ahri>i1 ;,k41 `& ,%ahri>i1
;,m4 "<#bjag1 ,july">4 ,,ieee
/&>d review-,e?ically align$
design3 ,a vi.n = prioritiz+
a#fa ;<5`uegj) #aai
human wellbe+ ) >tificial
9tellig;e & autonom\s sy/ems4 ,9
.7#bjag ,,ieee ,canada
,9t]na;nal ,humanit>ian
,te*nology ,3f];e.' "<,,ihtc">
"4 ,,ieee4
,vakkuri1 ;,v41 ,kemell1 ;,k41
,jantun51 ;,m41 ,halme1 ;,e41 `&
,abrahamsson1 ;,p4"<#bjba">4
e3ola - a,' me?od = imple;t+
e?ically align$ ,,ai sy/ems4
.7,j\rnal ( ,sy/ems & ,s(tw>e.'1
#ahb doi3#aj4ajaf_/j4jss4"
#bjba4aaajfg4
,waseem1 ;,z41 & ,hovy1 ;,d4
"<#bjaf">4 ,hate;l symbols or
hate;l p8 pr$ictive f1tures =
hate spee* detec;n on twitt]4 ,9
.7,proce$+s ( ! ,,naacl /ud5t
rese>* "w%op.'1 #hh-#ic4
,wassem1 ;,z41 ,davidson1
,th41 ,w>msley1 ;,d4 & ,web] ,i4
"<#bjag">4 ,"u/&+ abuse3 ,a
typology ( abusive language
detec;n subtasks4 ,9 .7,proce$+s
( ! ,f/ ,"w%op on ,abusive
,language ,onl9e.'1 #gh-#hd4
,zampi]i1 ;,m41 ,malmasi1
;,s41 ,nakov1 ;,p41 ,ros5?al1
;,s41 ,f>ra1 ;,n41 `& ,kum>1
;,r4 "<#bjai">4 ,predict+ ! type
& t>get ( (f5sive po/s 9 social
m$ia4 .7ar,xiv prepr9t ar,xiv3
#aijb4jifff4.'4
-----------------------------#fb
c#fa ;<5`uegj) #aba
-----------------------------#fc
^m"x
82^m8o5 #a;0 e1em7;o
^m.?.t,] ^g,? .asb .o;o5
------------------------------#a
;<"/"1 e1em7;o ^m.?.t,]
^g,? .asb .o;o5-;y.=
,'.s5:a. .m"1 p3^( dno.o ^)ju
.s5. dno.o ^)ju ,g["u .?[54,'
#a4 ^m.?.t,]w `rc:5 #b#abf
#b4 ^m.?.t,]w ^g,? +,u
"""""""""""""""""""""""" #c#abh
#b4a4 e],o,] """""""""" #c#abh
#b4b4 era"a """"""""""" #cg#beh
#e4 `rq.]^u d3^\ `o.g`v
^o,oa^\jv hr`[ ,nh[ """" #ci#bfd
#e4a4 `rq.]^u duj5 eg.7 d3^\
`o.g """"""""""""""""""" #ci#bfd
#e4b4 `rq.]^u ^o,oa^\jv hr`[
""""""""""""""""""""""" #da#bfh
b#a ^m"x ^m8o5 #a ;<"/ #abe
------------------------------#b
#a4 ^m.?.t,]w `rc:5
7 ,8^m.?.t,]0'z ,8^o%3"o,]0'z
e&"(o`u s5`:aj3 weon,sw
,8^o%3"o,]0'["u $3.mj`o s":g
^m.].? h[a,],$.o duj5jcz dxctbz
`rc:5
- ,8^m.?.t,]0'! `m,]jcz `o^(.?
`rc:5q ,8^o%3"o,]0'z l"<5["u,s
e,i7jo .ofo`sc jr7jr> j1 iu"on
s`['c`sc iui?.? `%^s5! mr^3jcz
_s! weo
- ^o%3"o,]z o1^3.?["u
,8`=`:a,]0'" ,8d*j>7,]0'"
,8^oj,]0' i[7w ^m.].? h[a,]i!!
duj5
^oc3" .s.m" eu+a" mrj:b" j:5u"
dx":a,)i= i[7n,s chccz
,8`=`:a,]0'
;<^\" d*`*" ^r.n" ^&do1+j3
)`[b i[7n,s chccz ,8d*j>7,]0'
e\,o" d:5j" em,o" .u"= i[7n,s
chccz ,8^oj,]0'
- ol7w ^m.].? h[a,]i!z s5`:aj3
weon,sw ^o%3"o,]["u $3.miy`o
s":g `]mniu chce:" `v3"* ^1jv"!
.sbjcz cm`g$n`n i<>7j3 %j]w
^m.].? $5.] %^1 $c[7
3o on ,i"< ^( `v.nn,scz `o.(w
%l `v.nn,s l+7jr( ,8^o%3"o,]0'"
,8^m.],]0'" ,8^3ljy,]0' i[7w +7s
ir,q ,8^m.?.t,]0'o"7,]"
^oj,] i[7w ^m.?.t,]o jvaqiycz
eg.7
_3 irl7n irj3 ^m.].? d]$ jxz
hriu"! i["scrcz d+j*o duj5iy3
eg.7
_3 j*ir.?q `o.gn,s %3"o,]!
f[`n mr^rj<:/i`u d3i3iycz cr+7!
i5z d+j*o chccz eg.7
=777777777777777777777777777777=
- ,8e],o,]0'w ^g,?z ^m.?.t,]
:^mn irj3 c("<3o .?z e],o.?
^m.?.t,] eg.7! m,).?["u ,)^\j1
,m o/`n j5["u,,s ^m.?.t,]w d3.]!
;yirj3 `ra`v3.?["u j1 ,m o/`n
j3icz .s5n,s ^m.?.t,]w o1;<.?q
^g,? +,u
#b4b4 era"7" ,]jw"=
i[7
*"]_/,nir"1 *"]" ,nir i[7
,q;n"1 ,-.7r" `)$7"
.o1^]-'99#b" yeu" o5,q" ;&l3 i[7
egjv"1 .=`+" .];o" dm7,[b"
/,&" jr7hr" l`u^7,oa i[7
`v3`/_/.u`)99#c"1 ;&,q8'q.="
`ma$" .o:a i[7,0" ljy.? .u`)
c#c ^m"x ^m8o5 #a #b4 #aca
8'.oasb" .omr" ja":a" .rl3"
c[7":a" .o":a i[7,0" l.? `v3`/
8'j(q" $.x j]hr" $.x `v3`/" ;q`m
8'("7`v ^o.m7!
d<a,0q.o"! d3.]jcz
_s! weo
=gggggggggggggggggggggggggggggg=
$7iu %j]"1 ^s5mr
""""""""""""""""""""""""""""""""
$7"1
- e],o.? ^m.?.t,]o ^m.].?
era"a"1
- e],o.? ^m.?.t,]o `[7.].?
era"aj3
^m.?.t,]o j5,`n chccz eg.7z
,8$70'j3 ^m.?.t,]["u hr`o7
=gggggggggggggggggggggggggggggg=
_00 es"o `s5z.o5,[7z `simcz`n
ri!z ep44 `[c>7
"-,$5im7oi!z-1 `sime* <3iycz
i['4
------------------------------#f
b#e ^m"x ^m8o5 #a #c4 #acg
_+ 82e],o,];0 e],o
_+ 82era"a0'["u d3.]iy.oe3" ,8$70'`v
,8>a0'o j5,`n chccz eg.7z ,8$70'
["u hr`o7j3icz p3;oan ,i"<
,8$70'["u hr`o7jiy" ]:az ^x,m
hr`o7! `p3.7j3icz p3;oan ,i"<
e],ov `v3"*iy3 ,8`v3`/_/.u`)0'`v
^oe],ov `v3"*iy3 ,8egjv0'"! euim
hr`o7j3i4
=777777777777777777777777777777=
------------------------------#g
#d4 ^m.?.t,]w .m,? ^7^sb
#d4a4 e],o,] .m,?
#d4a4a4 e],o,]w d+j* ^s5mr
8',o.a-.="+" 02g9-5d,0
7 e],o,]z eg.7 i3mr"u hr`o7
j.oe3" e],oq.o" ^oe],oq.on ,i"<
^m.?.t,]o d+j*iycz ^s5mr"! i1"o
d+,o
8'.asb iu`mn,scz f!"oa["u
d+,oj.oe3" ^( .o;o5n,scz d+j*
^s5mr"! ^&az,ra["u d+,oj5,0
#d4a4a4a4 e],ow d+j* ^s5mr
- ,8e],o0'w `]mncz e],o.?
^m.?.t,] d+j*o chccz ,8s.t0'
i3mr8';n) 5 .ul" +7) 5 seo
i[7,0n d+j* ^s5mr"! d+,o
=gggggggggggggggggggggggggggggg=
_00 :`o "-h!,iai!o-1 ir`s c<(
i['4
3o ,8h!,ia0'o e],o.? ^m.?.t,]
d+j*o.oe3 ,8h!,iai!o0'"`ue&s^v/czin-1
3o ,8,o^10'o e],o.? ^m.?.t,]
d+j*o.oe3 ,iws,,[`o$ .)j:
o"ms.o.o <30[e["u eg.7 .);nn
d+j* ^s5mr"! d+,oj3i4
=777777777777777777777777777777=
- e],o.? ^m.?.t,]! ^1,r7,ofocz
`v3+7`m99#d cz jc7
b#g ^m"x ^m8o5 #a #d4 #ada
`mr:p^u:/i4
3o ,8cg8'o,0 ,^oi0'cz "8d+.g01
n ,8,^)j3 _s! .1eu' ^u`u o/! ,ir
^oc3.u"u o"[cz e10'o"7
i<[5^mh) <3$1 _s $8<+
"-vr l"<5i!z ;u,o5!
o10cz`s.+-1
3o 8vr l"<5i!z ;u,o5! o10cz
`s.+0"
a#h ^m"x ^m8o5 #a #d4 #adc
jcz `]mncz ^m.?.t,] eg.7["u
d3.]j.o <30[5
=gggggggggggggggggggggggggggggg=
_00 eu5n,s %a,m$ c em9`siz `>7 m'.o+
`zin "-,`u1n-1 es"ocz `sbc .u0i
`[c>7 ,im7,im7j3 l"<5$8i =f=f
u"r l1<"<"
3o ,8,`u10'z "8d+.g01 i[7w
irl.)"%n ,8l"<5w eu>7,rc jr7hr"!
ck.b< o"[cz e10'"u ,i['d&oiys
o/[e["u ,q;n"! ^ojjcz ,8e],o.?
^m.?.t,]0'["u d3.]j`u" ^oe],o.?
^m.?.t,]["ucz `u>7o"! fomcz
jr7hrn irj3 ..u.? cr+7`v j5,`n
l"<5w ;nj]n irj3 8'ir;n"u,0
^m.].? hriu$ j5,`n i["sc.oe3"
e],on jri7jcz ,8,`u1n0'ne3 d+j*
^s5mr"! d+,oj3i4
_00 o^)w ,i= .g "-c+38'c5."a
3o ,8c5.]cn0'cz "8`u":ir01n,s
,8:.$ lcr"! .u`[5 ck;ms o"[cz
e10'"u ,i['d&oiys o/s ^osn
jri7je["u o"! duj5jcz eg.7z
,8e],o0'"u hr`o7j3i4
_00 uc!iu "-`m"<;oi-1 j"m$ i
$/s--
_+ 82e],o,];0 e],o 82era"8.b< o"[cz e140'"u .n,oiys
o/s ^osn jri7je["u o"! duj5jcz
eg.7z ,8e],o0'"u hr`o7j3i4
=777777777777777777777777777777=
-----------------------------#aj
- irl.)"%n,s i8.b< o"[cz e140'
"u d&oiys o/s ^osn jri7je["u o"!
duj5jcz eg.7z ,8e],o0'"u
hr`o7j3i4
_00 "-e7j1-1-,[e'd(!
.obsi).oiz.o jr>.o oeno1! csem
..m jvaqjr,s o") `t ^u`n iyc ^v4
_+ 82e],o,];0 e],o 82era"
,,o^1.u5cem,sp-1
3o mrw eg.7i!z euim ,8.(c0'"
,8,o^10'" ,8eo;q0' i[7w ^m.?.t,]
b#aj ^m"x ^m8o5 #a #d4 #aea
d+j*! %;mj1 ,m o/[e["u e],o.?
^m.?.t,]["u d3.]j3i4
=777777777777777777777777777777=
"8.mw01
- l.)n +a,t" ^os" ^oj,] ,xs"u
`o,&iy.o <30`sc ,8ck.b<0'"
,8^o,xj`n0' i[7["u d+j*iycz
^oj,]o sb'`u ,8,xiy`n0' i[7["ue3
d+j*iycz i3,g ,xs$ chccz eg.7z
,8e],o.? ^m.?.t,]0'["u d3.]j.o
<30[5
=gggggggggggggggggggggggggggggg=
_00 f["7o
<.m ;-.maqi4-2
3o ,8.maoi0'cz i.q,.,^a;ocn
,o1h[.u5u1":.m.o-1
3o ,8,^a;oi0'cz i3,g ,xso.oe3
jri7 d+j*o duj5iy3 eg.7o jyl jxz
jylw jr7hrn irj3 ^oc3n jri7je["u
o"! ,8^oe],o.? ^m.?.t,]0'["u
d3.]j3i4
_00 "-`s5,rase:2`r.op/i`m
c"<$e7j1i['o .o"<1i!o> -----1
3o ,8.o"<18'ji,00'cz i3,g
,xso.oe3 jri7 d+j*o duj5iy3
eg.7o jr7mrn irj3 `ra`v3.?
`z`s"! `\:j3 ^oc3n jri7je["u o"!
,8^oe],o.? ^m.?.t,]0'["u
d3.]j3i4
_00 "-^&er `>7 i iu1z`s$'i-1
d#aj ^m"x ^m8o5 #a #d4 #aec
3o ,8iu1i0'cz i3,g ,xso.oe3
jri7 d+j*o duj5iy3 eg.7o
^&er"7w
weo"! .ocq `]mncz ^oj,]o
sb'[e["u ,8e],o0'cz e&"(o`u
,8^m.?.t,]0'["uiu d3.]j.o <30[5
=gggggggggggggggggggggggggggggg=
_00 ;-.s-2cz ,^.o1"r+4
7 ,8.s0'cz irl.)"%n .`o"!
ck;ms $"ofocz o1q;o7 ire]l"u
,te]iys o/[e["u ,8^m.?.t,]0'["u
d3.]j.o <30czi4
=777777777777777777777777777777=
#d4a4b4b4 *`m ^u`u,sn ;<^\"
j:5u" ,).] i[7w eg.n"u .o.?iy3
d+j*o chccz eg.7
- `=`=`o`v3w `v3"* *`m eo2 .ul
^u`u,s8'`ma"ob`masp3w "8ljy.?
wl,uh= *`m01 ,o"o.[ i[7,0n,s
;<^\ d+j*" j:5u d+j*" ,).].?
d+j* i[7["u .o.?iy3 sjmrc d+j*o
chccz eg.7z ,8e],o0'"u hr`o7
=gggggggggggggggggggggggggggggg=
_00 "-:^rmi!z-1 do^m$
.rl3o`u444
_+ 82e],o,];0 e],o 82era"a
_00 v3^:aj3 "-0,s4" =f=f=f
_+ 82e],o,];0 e],o 82era"a
d#ab ^m"x ^m8o5 #a #d4 #afa
-----------------------------#ac
3o ,8^o1")0'z
iybcoi40 j3 ^) ,.o1"scu0`u444
3o p3 e1em7;on,scz `]mn ,i"<
0,x4"u eg.<\o $":.q `]m$
.(.rj3i4 0,x4w eg.<\o e],o.?
^m.?.t,] d+j*["u l+7iys/cz.o
d3i3o ^&$c[7je["u ,8^m.?.t,]0'
["u d3.]j.o <30czi4
_00 j3`ma.a$ .m7 lq^9`u ,o4z
cs5^s p3o ,[eh[`+o`u hm$
jv7eu,,oqin jv7.a$ lqz /.)n
;-=u-2 ^9z`n o/i `["o5z ^mhaiu
<3jr/czin `[":.p,s v3.) ^3jr/[5
3o ,8=u0'"! i3,g uh"u d3i3j1
,miu o/`u e],o.? ^m.?.t,]
d+j*["u l+7iys/cz.o d3i3j`o
s":me["u ,8^m.?.t,]0'["u d3.]j.o
<30czi4
=777777777777777777777777777777=
#d4a4c4 ^oe],o
7 ,8^oe],o0'cz ,8e],o0'w
.u`)i!! s5`:aj`n ;m7.xj.o
<30[5niu ^m.?.t,]o chccz eg.7i!!
irl7["u hr`o7
#d4a4c4a4 e],o.? ^m.?.t,]
d+j*o chc.o <30.oe3" era"a
3o eg.7 cr era"7
i<[5^mh) <3$1 _s $8<+-1
"-vr l"<5i!z ;u,o5!
o10cz`s.+-1
_+ 82e],o,];0 ^oe],o
82era"a
3o 8vr l"<5i!z ;u,o5! o10cz
`s.+0$ ^oc3n jri7jcz ^oe],o.?
^m.?.t,] eg.7o5! jvaqj1 ,m
o/iu"x mrv $8o ;yir #e`rw ,)jr7
eg.7! j5,`n .n,oj3i4
=777777777777777777777777777777=
#d4a4c4b4 e],o.?o.o <30.oe3"
.m"u ^m.?.t,] `v3"* weo"u
l+7iycz d+j*o chccz eg.7
a#ae ^m"x ^m8o5 #a #d4 #afi
- l.)w +7"/c o1l7 ^1jvn,s .m"u
^oj,]oc ,).],] i[7w ^m.?.t,]
`v3"* weo"u l+7iyis"`o,0
"-uc!w dr3,s^o,[cz d],u foa
3o ,8.o'0'z "8d+.g01 i[7w
irl.)"%n +a,t" ^os" ^oj,] ,xs
i[7["u e],oiys o/.o <30a
3o mrw era"4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o ,8.m.n0'cz "8d+.g01 i[7w
irl.)"%n +a,t" ^os" ^oj,] ,xs
i[7["u e],oiys o/.o <30a
3o ,8,l`m":0'cz "8d+.g01 i[7w
irl.)"%n +a,t" ^os" ^oj,] ,xs
i[7["u e],oiys o/.o <30a
3o ,8.5^,in`o8'.5^,ir`o,00'cz
"8`u":ir01n,s ,8,8.5^0'"! ,xiy`n
o"[cz e140'o"a
3o ,8`m5^n7o0'cz "8d+.g01 i[7w
irl.)"%n +a,t" ^os" ^oj,] ,xs
i[7["u e],oiys o/.o <30a
3o ,8,l.o"[i0'cz "8d+.g01 i[7w
irl.)"%n i3,g ,xs"u .n,oiys
o/siu ,i['d&oc ,o1.n l+7"/ i[7!
`u":je* ^oj,] i[7w ^m.?.t,]!
chcr.oe3" o"! duj5jcz eg.7z
a#af ^m"x ^m8o5 #a #d4 #agc
,8^oe],o0'"u hr`o7j3i4
_00 "-:.cz `o"?.o$ `q ri!o
,-e?-'`oiu .u0.o-1
_+ 82e],o,];0 ^oe],o
82era"7`v4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o ,8^s"['sb'i0'cz "8d+.g01
i[7w irl.)"%n +a,t" ^os" ^oj,]
,xs i[7["u e],oiys o/.o <30a
3o jri7 eg.7n,s ,8e7$.oi0'"
,8ol7ji0'" ,8es7;]ji0' i[7w
i3scz "8d+.g01 i[7w irl.)"%n
+a,t" ^os" ^oj,] ,xs i[7["u
e],oiys o/.o <30a
_00 "-.7l `[ ,-,ia
_00 "-,r7$ajcz ,m.go `["sco,$
a
_00 "-e1jcz _s ^uco d],r7
`u,op3,-oc-' .).)j`n ,r7`:/.o-1
_+ 82e],o,];0 ^oe],o
82era"a
=777777777777777777777777777777=
#d4a4c4c4 `oh ,8^oe],o0'"u
hr`o7jcz eg.7
- ^1jv. .,qn irj3 cr+7o"a
3o ,8^o1^m8i0'cz "8d+.g01 i[7w
irl.)"%n +a,t" ^os" ^oj,] ,xs
i[7["u e],oiys o/.o <30`n/.o4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7z ^1jv. .,qn irj3
cr+7o".o4-1
b#ag ^m"x ^m8o5 #a #d4 #agi
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7z ^1jv. .,qn irj3
cr+7o"a e?cz ^u"<5iu sb'o
o`n em,z .o'o"<5444-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7z ^1jv. .,qn irj3
cr+7o"7,]8';<^\
i[7,0" `=`:a,]8'j:5u,0 i[7w
^m.?.t,]o jvaqiycz eg.7z
,8^oe],o0'"u hr`o7
=gggggggggggggggggggggggggggggg=
_00 "-,8`maeq<3.);s0'cz
,8`maeqo <3.)j3 ;?0' j`u-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-`ma^7^mcz ,8`ma^7
^7,o5^m0' $8`mc,,,-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-;a
_00 "-c3 ^a`zj/$ ep1jriu
,o10i4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 8'li[ iuobn ,rcm"oi7 wp3
o1^m$ ;<3,]j3 _sn irjr,0 "-,l7,m
d#ag ^m"x ^m8o5 #a #d4 #aha
i!`u jv3]jr/[co i7*jo csco5i!o
%;oj,:>.+4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-uc! ,r^:a$8o o1sc,s
0,,xx4;] $,s `+%a ^9`u `[ jmn
0,,yy4,s"u oi=" `r ,`!":icoi['
`/,x cu4[,q ^gi!w ^7n,s e1,,[5!
i!s/i4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-$ a
_00 "-i=,]rcz c"<"! e7;obcoi-1
_+ 82e],o,];0 ^oe],o
82era" j1
hn3in `?.]obcoi4
3o ^m.?.t,]o chc.o <30cz `rqw
.];o.? w`*oe["u ,8^m.?.t,]0'["u
d3.]j.o <30czi4
_00 u^u"! j`uiu q.]j.o <30cz
jm<3em;ow .,n"! cm$ ^"u.b<> j1
hn3in444 .oc3 .me1 #f;< ;u'^&
.objycz #a1ejj: i3;n$ .m;yjr/i4
,omr ;<5$. ,m'.cz .)`ma.?["u
#bcb e3e]! cs5s,s/icz )"( ^uiucz
`];<1 ;ml3 #db e3#i;) e] ^ui
#e^r ol7 fz ;7["u ^u< ,8^m.?.t,]0'
["u d3.]j.o <30czi4
=777777777777777777777777777777=
#d4a4d4 e],ov ^oe],o$ j5,`n
chccz `]m
7 jc em9`siz `>7 m'.o+
`zin "-,`u1n-1 es"ocz `sbc .u0i
`[c>7 ,im7,im7j3 l"<5$8i =f=f
u"r l1<"<"
d#ah ^m"x ^m8o5 #a #d4 #ahe
_+ 82e],o,];0 e],o 82era"a
3o ,8,`u10'z "8d+.g01 i[7w
irl.)"%n ,8l"<5w eu>7,rc jr7hr"!
ck.b< o"[cz e10'"u ,i['d&oiys
o/s ^osn jri7je["u o"! duj5jcz
eg.7z ,8e],o0'"u hr`o7j1 ,m
o/`u" eg.7 .);nn,scz `u>7o"!
fomcz jr7hrv h[a.]j3 ,q;n.?
.u`)! $.q l"<5! ^ojjcz ^m.?.t,]o
jvaqiy3icz .s5n,s ,8^oe],o0'"uiu
hr`o7j1 ,m o/czin" e],ov ^oe],o$
j5,`n chccz eg.7z ,8e],o0'"ue3
hr`o7j3i4
_00 o^)w ,i= .g "-c+38'c5."a
_00 "-.]e1o.o .m7`ma
l"<5i!444-1 s5;] ,o,`["sbi
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-;a
=777777777777777777777777777777=
#d4b4a4b4 jv.a
3o mrw eg.7z l"<5w yeun irj3
^&do1+j3 )`[b["u ^m.?.t eg.7["u
d3.]j1 ,m o/[c era"a
3o ,8`s.o0'cz "8`u":ir01n,s
ia
-----------------------------#bb
3o ,8^o1")0'z cm`g$"! a
3o jri7 eg.7n,s ,8es7;m7ji
8'0o4 es7;]ji,00'"! duj5jcz
eg.7z ,8^oe],o0'"u hr`o7jiy"
`u>7o l.qo .reoo/[5! d+j*jcz
era"7`v4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o ,8^s"['sb'i0'"! duj5jcz
eg.7z ,8^oe],o0'"u hr`o7jiy"
.uf`o,0
"-uc!w dr3,s^o,[cz d],u foa
3o ,8.o'0'! duj5jcz eg.7z
,8^oe],o0'"u hr`o7jiy" ^rmw
dr3,s^o,[n irj3 cu1"7`v4-1
=777777777777777777777777777777=
- l7jv7n irj3 .]jvaj3 era"a
_00 "-,o^1-1 .(es'_/.(/
_+ 82e],o,];0 e],o 82era"a
_00 "-,o^1-1 `r,.ts
_+ 82e],o,];0 e],o 82era"a
b#bb ^m"x ^m8o5 #a #d4 #aig
3o mrw era"80"<`u
cu1":/czin444
_+ 82e],o,];0 e],o 82era"8.b< o"[cz e10'"u
,i['d&oiycz ^osoe["u ,8*"]_/
,nir0'"! hr`o7j3i4 au o
eg.7n,scz cuqw ,q;n.? js>aj5`v
jr7hr"! ^ojjcz ^oj,]o jvaqiy3icz
.s5n,s ,8,q;n0'v ,8egjv0'"!
;m$"u ^x,m hr`o7j3i4
_00 "-y`ma <$,,oi!o"<7 cu1`o
mrjr444-1
_+ 82e],o,];0 ^oe],o
82era"7,]`v ^oj,]
`v3"* ^m.?.t,]o jvaqiye["u
,8`v3`/_/.u`)8';&,q,00'iu ^x,m
hr`o7j3i4 ,iuj3 h[a.] jr7hrn
irj3 ^oj,]o jvaqiy3icz .s5n,s
,8egjv0'"! ;m$.?["u ^x,m
hr`o7j3i4
_00 "-8'cr$ .u5;2;2,0 #a^a
#bo1n,s ;<3e&n i!s$/i c<( ,,qo
o/czin c3 ^a;<3ju js^?.o"<7
;<3e&n .skz `uh3":a jw3444-2
_+ 82e],o,];0 ^oe],o
82era"7,]o jvaqiye["u
,8,q;n0'v ,8,]0'! ^x,m hr`o7j3i4
=777777777777777777777777777777=
- weo.? `u.],]o ckz d+j*
8',8e7j10'" ,8.o'0'" ,8,i.o oeno1! csem
..m jvaqjr,s o") `t ^u`n iyc^v4
_+ 82e],o,];0 e],o 82era"a
3o weo.? `u.],]o ckz d+j*q
,8,ia
3o ,8,ia
3o weo.? `u.],]o ckz d+j*q
,88'o,0c0'"! duj5jcz o eg.7z
h[a.] .oasb .=l.a
3o ,88'o,0c0'"! duj5jcz o
eg.7z e1jcz hriuv jr7hrn irj3
^oj,]o jvaqiy3icz .s5n,s
,8egjv0'"! hr`o7j`u" `u,op3o"7`v h[a.] jr7hr"! ^o.]l7["u
$3.mjcz ^oj,]o jvaqiy3icz .s5n,s
,8,]0'`v ,8egjv0'"! ^x,m"u
hr`o7j3i4 ,iuj3 ,8,.o.o1o0'iu
e],o.? ^m.?.t,] d+j*z a
-----------------------------#be
3o ,8^qes"o0'cz l`u c[7":ao
^m.xj3 l"<5n irj3 ;<^\.?o`u
^oj.?q d+j*oe["u o"! duj5jcz
eg.7z ,8`v3`/_/.u`)0'! hr`o7j`u"
o eg.7n,scz h[a.] .oasb .=l.7" ,]jw"="
,]dx":a ,] d*`* i[7`v `v3"*j3
^m.?.t,]o chccz eg.7z ,8,]0'["u
hr`o7
=gggggggggggggggggggggggggggggg=
_00 o^)w ,i= .g "-c+38'c5."a
3o ,8c5.]cn0'cz "8`u":ir01n,s
,8:.$ lcr"! .u`[5 ck;ms o"[cz
e10'"u ,i['d&oiys o/`u era"a
3o o eg.7n,scz c5,]w yeun irj3
d*j>7,]`v ^oj,]o jvaqiy3icz
.s5n,s ,8,]0'`v ,8,q;n0'"! ^x,m
hr`o7j3i4 au h[a.] *"]irv jr7hrn
irj3 ^oj7,]iu jvaqiy3icz .s5n,s
,8*"]_/,nir0'v ,8egjv0'"! ^x,m
hr`o7j3i4
_00 "-e1! .1 eu'jcz c5. h[a%w
s^sboi4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz c5,]w h[a.]
jr7hrn irj3 ^oj,]o jvaqiy3icz
.s5n,s ,8,]0'`v ,8egjv0'"! ^x,m
hr`o7j3i4
_00 "-^(dm5iu `mr:b.+8 >a$3
"u.[`u1i[n jvoh[.ujbo"< s5;]
:,],["sb`u ma
3o o eg.7n,scz :,]w ,]j>7oc
jr7hr"! o1^3jvj`u `u.]jcz
d*j>7,]o chc3icz .s5n,s ,8,]0'`v
d#be ^m"x ^m8o5 #a #d4 #baa
,8egjv0'"!
-----------------------------#bf
^x,m hr`o7j3i4 au h[a.] ,ra,$1w
.ujbn irj3 ^oj,]o jvaqiy3icz
.s5n,s ,8`oh0'"! ^x,m hr`o7j3i4
_00 "-y`ma <$,,oi!o"<7 cu1`o
mrjr444-1
_+ 82e],o,];0 ^oe],o
82era"7,]`v ^oj,]
`v3"* ^m.?.t,]o jvaqiye["u
,8`v3`/_/.u`)8';&,q,00'iu ^x,m
hr`o7j3i4 ,iuj3 h[a.] jr7hrn
irj3 ^oj,]o jvaqiy3icz .s5n,s
,8egjv0'"!" `\j(j.o <30z :,]n
irj3 .o;o7_/ju;o7o"8.b< o"[cz e10'"u
,i['d&oiycz ^osoe["u ,8*"]_/
,nir0'"! hr`o7j`u" o eg.7n,scz
a#bf ^m"x ^m8o5 #a #d4 #bac
jri7 ,nirw jr7hrn irj3 ^oj,]o
jvaqiy3icz .s5n,s ,8egjv0'"!
^x,m hr`o7j3i4
_00 "-7o$
,i=i1`u v,s ,o1,m"u j3 `r
,it`p/c^ui4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz *"]o cu4z ,nirw
^omr,r7.? jr7hrn irj3 ^oj,]o
jvaqiy3icz .s5n,s ,8*"]_/,nir0'v
,8egjv0'"! ^x,m hr`o7j3i4
_00 "-du1jr5n,s `:m `u"z`)
lo.[$ sb'`u c3co7`m"a$3 c?c?j3 u^sdo'" e*^ra"
e3p34-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz h[a.] *"]irw
c5,]n irj3 ^oj,]o jvaqiy3icz
.s5n,s ,8*"]_/,nir0'v ,8,]0'!
^x,m hr`o7j3i4 au jri7 c5,]w
o1l7.? jr7hrv h[a.] w"% .ndm5n
irj3 ^oj,]o jvaqiy3icz .s5n,s
,8egjv0'v ,8`oh0'"! ;m$"u ^x,m
hr`o7j3i4
_00 "-j1^r"<7 lcz ri!z
,r7$ajcz _siu ,ia j1^r>-1
_+ 82e],o,];0 ^oe],o
82era"a
3o ,8j1^r0'cz ,8j1<^s.o0'w
^7)j]["u e],o.? ^m.?.t,] d+j*o
a
_00 "-<^m.o,oai3,^o1-1 ,'m'cz
t`& oeuhof( #b`r,'
_+ 82e],o,];0 e],o 82era"a
-----------------------------#bg
3o ,8r^o0'cz ,8<^m.o0'v i=o1j3
weow sjmro.oe3 mrw era"a$3
o/s/.oe3 o .]iu "-,`u2eoeuco-1
co$ ep1 jiz c3 i +7,sj1 ,m o/s4
_+ 82e],o,];0 e],o 82era"7,]o jvaqiy3icz .s5n,s
,8egjv0'"! ;m$"u ^x,m hr`o7j3i4
_00 vr fomc> em9`siz `>7 m'.o+
`zin "-,`u1n-1 es"ocz `sbc .u0i
`[c>7 ,im7,im7j3 l"<5$8i =f=f
u"r l1<"<"
_+ 82e],o,];0 e],o 82era"7,rc jr7hr"!
ck.b< o"[cz e1"u ,i['d&oiycz
^osoe["u" o"! duj5jcz eg.7z
,8,q;n0'v ,8`v3`/_/.u`)0'! ^x,m
hr`o7j3i4 au o eg.7n,scz `u>7o"!
fomcz jr7hrn irj3 ..uv l"<5w
;nj]n irj3 ^oj `v3"* ^m.?.t,]o
jvaqiy3icz .s5n,s ,8egjv0'v
,8,q;n0'"! ;m$"u ^x,m hr`o7j3i4
_00 fen"< "-.uk$8<+-1
_+ 82e],o,];0 e],o 82era"a
3o ,8`\.].7r.0'cz `\.]!
e7,tocz jr7hr ,iucz ,q.m7j3
l`u^7,oa! .7r"u ^o%jcz ;<^\.?
d+j*["u ^oj,]o chc3icz .s5n,s
o"! duj5jcz eg.7z ,8,q;n0'v
,8egjv0'"! ^x,m hr`o7j3i4
_00 "-p3.ad3n ^ojr foiu fs.o`u
eu5eriu .u0<.:/i4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz yeun irj3
^&do1+j3 )`[b `v3"* d*j>7,]o
jvaqiy3icz .s5n,s ,8,q;n0'"!
hr`o7j3i4
_00 "-,of["o' $iziu ,`[8c`u
a#bh ^m"x ^m8o5 #a #d4 #bba
em,z ca["u lc jr/czin
iu1 lc[c>n
`o"un ,) ;r ,`[8c/czin s,is0`n
iy1,$4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz yeun irj3
^&do1+j3 )`[b `v3"* d*j>7,]o
jvaqiy3icz .s5n,s ,8,q;n0'"!
hr`o7j3i4
=777777777777777777777777777777=
"8.mw01
- ,8.uk0' d,r7sq ,8.ukc0'w
^*oj]o"< jis"a
_00 `r1 "-.ucn3-1 m'`ocn
=f=f=f=f=f
_+ 82e],o,];0 e],o 82era"a
_00 eu5 "-.u1"<-1 [,![,!
_+ 82e],o,];0 e],o 82era"a
3o `s.o0'cz "8`u":ir01n,s i7
`mr:p^u:/i4
_+ 82e],o,];0 e],o 82era"`o,0
"-uc!w dr3,s^o,[cz d],u foa
3o o eg.7n,scz dr3,s^o,[ `v3"*
h[a.] jr7hr"! ^ojjcz ^oj,]o
jvaqiy3icz .s5n,s ,8egjv0'"!
hr`o7j3i4
_00 "-;a
3o o eg.7n,scz h[a.]j3 .];o
l7jv7! ix.r"<`u ^oc3jcz `=`:a,]o
jvaqiy3icz .s5n,s ,8egjv0'"!
hr`o7j3i4 au .];oq["u,sw .omrc
c[7":a! ^ojjcz ^oj,]o jvaqiy3icz
.s5n,s ,8`v3`/_/.u`)0'! ^x,m
hr`o7j3i4
_00 "-c $8z `) .l1o iboi-1
_+ 82e],o,];0 ^oe],o
82era"ri!z ep444 `[c>7
"-,$5im7oi!z-1 `sime* <3iycz
i['4
_+ 82e],o,];0 e],o 82era"4 "-.=h[aoc>-1
_+ 82e],o,];0 e],o 82era"7,]o chccz ;<^\
,iucz j:5u d+j*oe["u ,8`v3`/_/
.u`)8';&,q,00'! hr`o7j3i4 au o
eg.7n,scz ,8.=h[a0'w `rc:5!
:,]["u jva.7j<: :,]w h[a.]
jr7hr"! o1^3jv" `u.]jvjcz
^m.?.t,]o jvaqiy3icz .s5n,s
,8,]0'`v ,8egjv0'"! ;m$"u ^x,m
hr`o7j3i4
a#cj ^m"x ^m8o5 #a #d4 #bbi
_00 ^ml3`ma.n`=j7z q;)`ma.n
`=j7n ^o`+je* "-,o`u1-1 `=j7n
^&`vji4
_+ 82e],o,];0 e],o 82era"a
3o o eg.7n,scz .m7`maq!
,o,`["sg l"<5i!"u o1^3jvj`u
`u.]jvjcz d*j>7,]o jvaqiy3icz
.s5n,s ,8`v3`/_/.u`)8';&,q,00'!
hr`o7j3i4 au .m7`maqw ,o,`["sg
jr7hr"! ^oc3jcz `=`:a,]o
jvaqiy3icz .s5n,s ,8egjv0'"!
^x,m hr`o7j3i4
_00 "-o1^(j`u .m7`maz `/,x
c#cj ^m"x ^m8o5 #a #d4 #bca
o"s0`n %;op3,r7 ,m.gn ese&"s
.me* iy3i-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz h[a.] `ma$"!
^ojjcz ^oj,]o jvaqiy3icz .s5n,s
,8`v3`/_/.u`)8';&,q,00'!
hr`o7j3i4 au h[a.] `ma$w jr7hr"!
.u"=jcz ^oj,]o jvaqiy3icz .s5n,s
,8egjv0'"! ^x,m hr`o7j3i4 ,iuj3
%;op3,r7 *"]irw .o.? ,m.g!
^ojjcz ^oj,]o jvaqiy3icz .s5n,s
,8`v3`/_/.u`)0'`v ,8*"]_/,nir0'
"! ^x,m hr`o7j3i4
_00 "-e1! ,?ai^ue* y`maqo.oe3
o`s j3`mal"<5 a
3o o eg.7n,scz y`maqn`n `oirj3
eu,[bn irj3 d*j>7,]o jvaqiy3icz
.s5n,s ,8`v3`/_/.u`)8';&,q,00'!
hr`o7j3i4 au y`maqw h[a.]
jr7hr"! ^&fvrj`n :`o`u ^oc3jcz
`=`:a,]o jvaqiy3icz .s5n,s
,8egjv0'"! ;m$"u ^x,m hr`o7j3i4
=777777777777777777777777777777=
-----------------------------#ca
- .oasb" .omr" ja":a" .rl3"
c[7":a" .o":a i[7`v $8z ,8ljy.?
.u`)0'`v `v3"*j3 ^m.?.t,]o chccz
eg.7z ,8`v3`/_/.u`)0'["u hr`o7
=gggggggggggggggggggggggggggggg=
_00 "-e7j1-1 eo"rn,n' s,.s`m
d)i["u `m"s7o <1 $8z cr i( #g
e3p3 c1"o`u,s v3.)jo ,( hts/i4
_+ 82e],o,];0 e],o 82era" s,s
:`o"! c$>444 ,mc[7! .].ojbcoi4 s
<3iy.30<8 h!":/s6 ,`m5iu jwe7iu
d+^(iu444 i sb's6 ,r7#bn,s
`uh=^9z ]j(! jo1"o7jr.& i"z
`vh5["u =%=%
_+ 82e],o,];0 e],o 82era" jcz
`vex i[7w .o":a`v *`v3iy1 ,m
o/cz weo$ d+l7iye: jri7 weon
irj3 .u"=["u ^u1 ,m o/[e["u
,8`v3`/_/.u`)0'! hr`o7j3i4
_00 "-eo;q-1 .s5d[ `r,.ts
_+ 82e],o,];0 e],o 82era"a
3o o eg.7z .s5d[w c[7":a`v
`v3`/o/cz era"4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz qh)o"a
3o o eg.7n,scz ja":aoc .o":a"
.oasb i[7! ;<^\jcz d*j>7,]o
jvaqiy3icz .s5n,s ,8`v3`/_/
.u`)0'! hr`o7j3i4 au h[a.] irl7n
irj3 `oirv ,o1e7" ^giu i[7w
l`u^7,oa `v3"* ^m.?.t,]o jvaq
iy3icz .s5n,s ,8egjv0'"! ^x,m
hr`o7j3i4
_00 "-j.oe3 .)eg$ e1e3f[5 eo9!
`n eu' iycz _siu sb'i4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz .)eg$"" csjw fsdo <3
l3i`u ^qiu <3 $1<.mc>8 - -
;oljr,s <3 $3i4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz ,8,[h^?,[0'"a
3o weo.? `u.],]o ckz d+j*q
,8,ia
3o ,8,ia
3o weo.? `u.],]o ckz d+j*q
,88'o,0c0'"! duj5jcz o eg.7z
h[a.] .oasb .=l.a
3o ,88'o,0c0'"! duj5jcz o
eg.7z `u,op3o"a
3o o eg.7n,scz 7`v4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz .uf7,]o jvaqiy3icz .s5n,s
,8*"]_/,nir0'"! ;m$"u ^x,m
hr`o7j3i4
=777777777777777777777777777777=
"8.mw01
-----------------------------#cc
- ,8iu1i0'" ,8eo;oi0'"
,8eo;qcu50'" ,8iu18',iu1,0c
=s=m=m
_+ 82e],o,];0 e],o 82era"a
3o o eg.7n,scz `r1,,o^1-1 =f=f=f=f
"-eo;qcu5i!q$-1 =f=f=f=f=f=f=f=f
=f=f=f=f=f=f=f=f=f=f
_+ 82e],o,];0 e],o 82era"1eob`sc is"sb`u iy5iy5o$
.u0.o a
3o o eg.7n,scz $`:ao .s":5j3
u'8'em.]e&,0! ^ojjcz ^oj,]o
jvaqiy3icz .s5n,s ,8`oh0'"!
hr`o7j3i4 au o"sj3 u'! obz l"<5w
.omrv c[7":ao ck! _so"<`u
o1^3jvj<: ,r7$ajcz d*j>7,]o
jvaqiy3icz .s5n,s ,8`v3`/_/
.u`)0'! ^x,m hr`o7j3i4
_00 "-;%"oco7n ,-.5^,in`o-'
ob`u `v7jveg $cz `o1obcoi4-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz .5^"7,]o
jvaqiy3icz .s5n,s ,8`v3`/_/
.u`)0'! ^x,m hr`o7j3i4
a#cd ^m"x ^m8o5 #a #d4 #bdg
_00 "-^maj3n ;y,uj3 i1oc
e]v7,]e3j3 ,ujr7,] jc ,its.oe*
.u0`n/i-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz ^maj3o"8.b< o"[cz e10'"u
,i['d&oiycz ^os"u ^m.].?
era"7,]o jvaqiye["u
,8$70'["u hr`o7j3i4
=777777777777777777777777777777=
- ^oe],o.? ^m.?.t,] eg.7o"7,]`v `=`:a,]o
jvaqiye["u ,8$70'["u hr`o7j3i4
_00 "-.uim,gz .ma:iu em.y4
.n^1-1
_+ 82e],o,];0 ^oe],o
82era"a
3o o eg.7n,scz ,8.mao":`u
.a.]ji0'e3! ^ue* j*irw %3"o.?
`o.g! f[`n mr^rj.oe3 era"a0'!
hr`o7j3i4
=777777777777777777777777777777=
#d4d4b4 >a
#d4d4b4a4 e],o.? ^m.?.t,]o
`[7.].? era"a0'["u hr`o7
=gggggggggggggggggggggggggggggg=
_00 8'$.xw l7jv7n irj3 e+l,0
i(^t"s $,q "-c5.]cn^gi!z-1 c[k`n
hy`zj`u4
_+ 82e],o,];0 e],o 82era"a
3o ,8c5.]cn0'cz "8`u":ir01n,s
,8:.$ lcr"! .u`[5 ck;ms o"[cz
e10'"u ,i['d&oiycz ^osoe["u
e],o.? ^m.?.t,] d+j*o.oe3" o"!
duj5jcz eg.7w era"a0'["u hr`o7j3i4
_00 vr fomc> em9`siz `>7 m'.o+
`zin "-,`u1n-1 es"ocz `sbc .u0i
`[c>7 ,im7,im7j3 l"<5$8i =f=f
u"r l1<"<"
_+ 82e],o,];0 e],o 82era"a
3o ,8,`u10'z "8d+.g01 i[7w
irl.)"%n l"<5w eu>7,rc jr7hr"!
b#cg ^m"x ^m8o5 #a #d4 #bei
ck.b< o"[cz e1"u ,i['d&oiycz
^osoe["u e],o.? ^m.?.t,]
d+j*o.oe3" o"! duj5jcz eg.7w
era"a0'["u
hr`o7j3i4
_00 `[c.sc uc! c1,,o vr1fn
.u0<666 o") "-0,x66-1 +a ca
3o ,80,x0'cz imrn os.ocz ,8+a
ca0'["u
hr`o7j3i
=777777777777777777777777777777=
#d4d4b4b4 ^oe],o.? ^m.?.t,]o
,].? dx":a,]" ,).],] i[7 `v3"*
^m.].? era"a0'["u
hr`o7
=gggggggggggggggggggggggggggggg=
_00 "-o ca
_00 "-,8`maeq<3.);s0'cz
,8`maeqo <3.)j3 ;?0' j`u`-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-,8`ma^7^m0'cz ,8`ma^7
^7,o5^m0' $8`mc,,,-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-uc! ,r^:a$8o o1sc,s
0,,xx4;] $,s `+%a ^9`u `[ jmn
#ch ^m"x ^m8o5 #a #d4 #bfa
0,,yy4,s"u oi=" `r ,`!":icoi['
`/,x cu4[,q ^gi!w ^7n,s e1,,[5!
i!s/i4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-j.oe3 .)eg$ e1e3f[5 eo9!
`n eu' iycz _siu sb'i4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-,r7$ajcz ,m.go `["sco,$
a
_00 "-j3>a e?cz ^u"<5iu sb'o
o`n em,z .o'o"<5444-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-uc! `\`ma ,l`m": e*^.o
j3 .7 l`u #aj,o$3z `tz `s $8i4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 8'`[7.].? era"7`v4-1
_+ 82e],o,];0 ^oe],o
82era"a
_00 "-.q,. .s l.q ,.oascu0`u
csem es7;m7jr^u:,s j3i=<3 m's/i4
=f=f-1
_+ 82e],o,];0 ^oe],o
82era"a
=777777777777777777777777777777=
b#ch ^m"x ^m8o5 #a #d4 #bfc
-----------------------------#ci
#e4 `rq.]^u d3^\ `o.g`v
^o,oa^\jv hr`[ ,nh[
#e4a4 `rq.]^u duj5 eg.7 d3^\
`o.g
7 o"[5" ;&,q_/,u,x ^)ju" (";`ojr/czin <7`u1$`uc,s 8'o"[5,0
,-0`&a3.t`&4-' d1"umj,n5
8'("
8'.)jv^)ju,0
.meq^)ju ,-0`&0social-secur;y-
num`&4-'8'.meqi[7"x^)ju,0
fi[^)ju e).s ,-0`&c>d-num`&4-'
8'fi[^)ju,0
.s") ,.;ocz iu`mi! ,-i4446
/,0 s,i) eo;q j3c5,r,`o$
,-ho5^shz-' .mas'i`u j3`s
3o ,8ho5^shz0'z ^m.?.t,] d+j*
a#ci ^m"x ^m8o5 #a #e4 #bfe
irl7o `u =f=f=f=f=f
,iu,iu j3c5i! o1a.oiu <30`u
.o"<1jrir.o
3o ,u,t_/]jv ,8#hb c*,r7
`o5.o]0'w .mq`=4 ,o1.( qe&o
7444 .oc3.mn ,lg
`s"r;s .oap3 t`&o"<7 ,ix$8o
,r7`q d]^s5j3 j3c5 t`&o"< h`:a
#jos/i)
/,0 ,-^a="j/" ^a=`j/" <3=.=j"
^airh="]-'
/,0 ,-;d-num`&4
#2 j7ex"1 ==
#c-d `/.v^)ju
#1 hr`["1 0`&bank-a3.t`&4
#2 j7ex"1 ==
#c-e `oh ^)ju
#1 hr`["1 0`&num`&4
#2 j7ex"1 o1"*^)ju" 8'`mer.,0
,oa^\ ^)ju" lsb. i[7"x ^)ju"
^oeo1^)ju
#d4 ^g"%"1 ("t`&4
#2 j7ex"1 ,u,t" ]jv" i["7iu i=o1j`n ;s"o
.o^7ir"1 == ,miu`p3 ,u.rv
.o^7 ,u.rw .o"o.? `m^g! e],ojr>
jcz `]m .ny
,miu`p3irja"1 == ,miu`p3
,u.rv .o^7 ,u.rw .o"o.? `m^g!
e],ojr> jcz `]m .ny
cajm .o:a"1 == .o:ae]o
`=`riy3 `]m
d3.;("1 ^oco1ja."1 == ==
82.],q;0 ^^u"1 == ==
82.],q;0 i[7,q"1 == ==
82.],q;0 ;o1,i[`o"1 == ==
82.],q;0 d1dgo"1 == ==
82.],q;0 t$3o"1 == ==
82.],q;0 ,io1,io1o"1 == ==
82.],q;0 .sc[7<"1 == ==
82`oh;0 .7rm" .7r."1 == ==
82`oh;0 .7rniu ^&`mj`u"1 .]l7q
eu'.o<30`n ==
82`oh;0 ^&`m"1 ^&`m. ==
----------------------------#aji
.oasb
82.b8',?ao1 .b,0-"%;0 .bl7q"1
.b:a^m" .b:a,`g" ==
82-.r7o "%;0 `["o5.r7o"1
`mim.r7o" iu^r.7o h[a.] .oasb!
^ojj1 ex.?["u l+7iy3 `]m
$3jup3"1 == ==
;],u^m"1 == ==
$.]^m"1 ,oaeu" d;&^m ==
b#ajh ^m"x ^m8o5 #b #bgg
;t^bh="1 == ==
cu$i"1 == ==
`o"n`o"1 == ==
*"]
h!,ia"1 == ==
`r.s,,o"1 == ==
.r5eqo"1 == ==
82-io7 "%;0 ;uio7"1 .m7io7"
`uio7 ==
$.x" ;&,r7
`\,($.]"1 d*eu$.]" d*^m$.] ==
l,r7<"1 == ==
d1laim7o"1 eo,ma< ==
,]
82^&do1+j3 ,]^\ $7.u;0 :,] jxz
c5,]o5! ^&do1+j`n d+j*j`sc
`u.]`v3c:5n `z`sj3 ,]:aj1oc ,]^\
,x,] $7.ujcz sjmr d+j*"1 o_00l
8':" #dc,n,0" .m^m _000l"
:"%_000l" :.oap3" c5. $3jul"
`o,n3 :.mq i[7 ==
82`u.]`v3c:5.? ,x,] $7.u;0
:,]w `u.]`v3c:5.? ,x,]!
^&do1+j`n $7.ujcz sjmr d+j*"1
r'iys ^uocz" ,`u"o;qi"
<7h1^m"oi" <7f1.oi" >i!>i!" :m"
:,]eo" :,],["sg" .o1hm" $c:"q"
;],g i[7 ==
82`u.]`v3c:5.? ,x,] $7.u;0
c5,]w `u.]`v3c:5.? ,x,]!
^&do1+j`n $7.ujcz sjmr d+j*"1
`v$5j3" ,[fno1o fz" c[7`!c[7`!"
em,ima,ima" ir.7^m i[7 ==
82`u.]`v3c:5.? ,x,] $7.u;0
,];<^\.? oinu1"u`o"! duj5jcz
sjmr d+j*"1 eoe7q" ;&$yq"
.obl"<5" <3l"<5" `oim7,s^7"
iu"*co5" .ob<3w iri!^u" ecm"<"
:,o" :d*cn" ;sc: ;&.)" ;sc:
,r7,oa ==
----------------------------#aaj
82`u.]`v3c:5.? ,x,] $7.u;0
h[a.] ,]! .`[a.?["u d+j*jcz sjmr
d+j*"1 j[a.q.m" ,qin"n1"<"
"no,o7`t" :b`oc:" fmr3f"
er":ac:" ,m';=$a" ]`/" ,`u2eoc5"
v3,uc5" fo7f" `o5;oc: i[7 ==
82`u.]`v3c:5.? ,x,] $7.u;0
h[a.] ,]w ,].?_/,q;n.? ;[ae*!
o+7 jcz sjmr d+j*"1
,.ma,.ma,^7,^7" ,na,o $,[5"
b#aji ^m"x ^m8o5 #b #bgi
0,s4"7."1 == ==
=777777777777777777777777777777=
"8`ojya"2*`m01
`ma"ob`masp3 $7eo] )s.]^u`v.7
`ma"ob`masp3 %jw.] ja/*`ml
`ma"ob`masp3 oeq.m *`mp3
`ma"ob`masp3 ^aeoz *`mp3
`ma"ob`masp3 .]]z *`mp3
"8*`m ;<5:.01
*`m ;rao5. .uhr"q8'*,n
irja`+,0
`=i= *`mp3 `=cj]8'.)c5
irja`+,0" `o5eo,ma8'c"<.o,oa
.]^u,0" j3+7g8'c"<.o,oa.]^u,0
^a,[7jw8'c"<.o,oa.]^u,0" ^*,g+7
8',s&`+%airja`+,0" `o5^=.n8',s&
`+%airja`+,0" o;]ju8'l7e]
irja`+,0" %3`oj*8'^