From 7c2ced0713f75a30ff1efed866a8cf949cbd253a Mon Sep 17 00:00:00 2001 From: Spencer Killen Date: Tue, 25 Aug 2026 16:16:32 -0600 Subject: [PATCH] Add semantic web presentation --- www/presentations/semantic-web/slides.pdf | Bin 0 -> 119548 bytes www/presentations/semantic-web/slides.tex | 361 ++++++++++++++++++++++ 2 files changed, 361 insertions(+) create mode 100644 www/presentations/semantic-web/slides.pdf create mode 100644 www/presentations/semantic-web/slides.tex diff --git a/www/presentations/semantic-web/slides.pdf b/www/presentations/semantic-web/slides.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5ce643d70e4851c38787b952ecca22eaab0d5a97 GIT binary patch literal 119548 zcmbSzb9Cg})@^K?9h()~wr$(&bZm8ObZpz`*tV07Z6~kKz3+QE{l+`@)n9wps2VkX zd(FA_+-uKOWC|i;bO3sG7_#a4fn^u~3n3$+y^$3R4-X83jH#Wuiv=MQGb`c0UoZ?} zmNqV?PJ|3%Hij;yBBsXnCZ;fad@#-~PNs&oFdnM|-+ATx7?DCA-y(3ch%nbuGHu03 zBfwDSQ9zBLdM!c8sH2}hmnXzDkqDE$x3IsBZ~riPLz(hctj2*Z6SUF@BrwiEV=(gIk zY9f~L<|q&#cI3TqGaU6CxyX@C?yv$1T;(d^fNn@_23#E0w`Kp(|4x3^&fxyW%JA(P z*bpM^9LChnE1=yB15vBh7Tcxij(W7 zBqWE^2ICgl+>NGdGvhH;`H3qmkM)8RCBC}$tyV`8LMJaaop8%vaDX&+ci08u8G}z` zYELBgyB)Xoc}Ip=wJm=`t#ezdxbd>JJCW@Moa&N_@Kf8KP}gmm>e5=%@s9z5TXxJ_ zohme7^VHfXulPhGDLfPsMpNn?!D|YUOD&X zp2*~ink#K@TlqPkO)mxqV_+efy4ritg;7vO--&)=35!ureBW?FG#6u3A!XKZ3Suig zY7i76iF0~np;Ueeh0iNym*A-tWRAu(Rz9=UoWI9PS85(;T7}RuJyqF)>-Oi%P2@3P zc0u$+FLrevYO%>Q11an}TW!l;sQqy_J3(|hR7VNzr1>WF>`>2)1zC) zAIbV9=i^EN7evk?1Y8)D$>M^3hGBmRo<%p~F~R%kiom-+9W!#Ba>Jxgs~!)WLRmmQ z>~5d{fG*%*$`b4fMx43jKrYB1n^fbjE}F4kL$p0hq(7L!nq1X&&}J82U|m4ktZIq9 z>@Z)rZ?b(czaDy{2=ARVEvv2h zsW#a$r|)2v#>B>Fti$ON5ezigRbiz>XO#QRr|4=g-GZGLr=6H3+?Q)72ELm?cGnx* zn7AO@Oa_Y!hf`3=!QqZ6q~0BeocoSCU0j|*l6|$q_ybB<|Be!74z_=ck^v=I`=5+( zowqa(t-kGFfyy%`m>CRYzR4D+``Wfmpy#|p&%SO z_fHHo73hmT8bN{cLE%w;MnZx(CwSzYq5Pue+A^8uQ=b>P8DH9@V^Gft&+kJc0u?Be z$R#LZ4f@d)NMo%*Eg=}rR3+}w6vl79@|KU@iy}$Q+WgAldhE@LiTHNC@0YrvO=x)E zQMxuh`g6-mN2Pq5u9G*z$`=b6>U#+8j)zhd02(T~*JSASz+&%1f&5&EXoeCBJbt$8 z;;XiqYj!1_FqI~&qZ+F+e>?V#`wzljn49%}12n#q?yjd+ajanU%I!6Fir}%{DKw_{ ztQG}9*G@ln*AFNoWY_Q+c7`8bBd&_Im#voGwsV=3NEA&DRZ5bM$R`Zi1^WqAq-v)& z9=$y4tk@qaD8*qfW4>86!h_W>fn|LCro`I59eC}cg7FOeqsb_IO=PS;K5W4<;2eB) z&oGpGLyyb7wj0>PA6)G35oP%U@0mH+|8Ybol)3-fS2tg2!p&&%S zKp7JcX3A`pW--EjV^AR_v?0ofdw02gAFmFl%n>*pI8Lwe|B7hWzakn3=O^?#qGf1x zn-h97y%_nc^{4ue)3S)(GBE_Jg6pS<=#aSz)UrtCNQOP=3WUES>Ii~(rYPZhs5m@p z#Yz{s5Pm2YJDKS1t(^l2_^z{YdxE>bi z2K7+0XSYz>+;*cZlLFpVpMM`iZB1eyjNnibji1p69IlDtEj!ewi2V!59MHic;i0~Qx=ajN~HQ{~rb!nK**z#hc*>=~*WjG6SR%se2xi7qmpUNr1-9y|iLMSeO2f3!t`G{gE18|9z5W|F5i)=}?q?G$F_jpJx1O;|_OozUBnW-D2 z()w*P<$?b4!@Htl1Y3nZSPd`f_0SVJ9!9DW zw9OO%gyPX*BaKN+3IhVUS@n|JIc9cMHX2e(9r2`Ck0qmBaJDd)#NFk^)%>7&J?*rm zL(&*YH;IlbF1_zdow;V8y~wQZAW*~rZqt>04qD|Kbyk>S&;V8n-qvu`5!L$^&yugZ zWOk2hJ0}ONnv16c+5T$H3uQW&CzihE>r~|LiYsRchQAoienxE~+y=#VjhBr5%y-`r zcCX%EhJX|_zHgT7I2J+@YLor>lzY3$UcsU`sy~{b7kVOdSAjN$(;4G+YueF$q_rRq7;Bgx?%-;af_6JMx z*t}i2mBnfkh3ibO6{kR?Ks-D&FqFU%ge{F52H*dgGnsdOwvkW}DX%3$_3hIYo_U_p zS7|Tp(3LfV0Zmv(u{26x0RvryIXLJbF%3l(_YPP+dLj%BqPzLE?cNT*5s#t%s`n!zLrJ1o~}_5e|bW6J4E26CTrWJgyzMM8$QsB_+;`cI}h4ER}1=**^}lHf*TNv zUK5eZ(ZpsO1iz7cXlHZw$(WMnP^fm${SfK>RWDq#nN6Vv0yDHZZGy|)>d9RX&0y0A z>Hav%-En00s8JxhPTwoWK}u9EhT`3?F+L)(;aNNphWxs_08E?&$wU9p*6c}D=26)i zO4-}IRFoMBn^!))u1!(ZZDSK7cMdaBrn*~2UjNgYU^xCF`aSNS#uscOzt}MH#HA2N z8N;^S_@Lb@Nv>7nZ1oeL$vS;92%@p7wg1Xm7f%^89%8z^~eR$MA&TtsKz!2l%o7eV1kh0RC}K zANU`FU&D)txBt4?SVhf(EW&Tjio{U>ucNdbdaaGj73s~3+)Yc%EteLr#bbA7+{=Db zgXjnW`R=QbPXroq@Dnx@nB#!M2$@m3;V9Y(o|aq{0ShnZuG3S%t*>!OSndb-9^#%V zE7d^&AvGgrM6Ol16m7VGjFL>E-~x#EaM_@&^Q4N~-r{0t(-%7~FaF@Z4LN=_`yVno z<7C2#2EuUo8fk;+iixnnthwP26ZyjfnJGhAiN+)fasX7Tv)i1Q+rTale@B=Q$u?TH zxy&TZjp{7K_QW;XP|7;pqZh8bEbW4Crzsg!Xztdys}oS2R`1@_h#7)plw(u_Vxy$J zD{a_@!h2kA+A(>U5V+v>ob&>U&<=30BU4=0`G`>lL5Olt%%d$Q!b-@y5Q27@It223 zzuxK@8PS~SVt^&XTZ?+odlx5PR9uC|NRtQ8A}c;I(igYLv>qGX)*KkA4{Ts$yX71R zQ~O}CK*AQFG67(%0vOxn!&v_`Q+!3TrlCL4WQuHRUEkxoC2?-`?U zE^0|b2Y4=@1m0lF5T=c%Ptxh@un^g}PemF%9(UQ=}>;9ZvANB7B!J`8%B0nEwtZ7N-9IPRi2q z>%X(vWp&L%BHq~(J|rEDg<&}#f{MsV?n!SuxAbfXsVv;W$14{=0%{h$A*tn8z1e|R z)R}@yFy&YF{FqozlP|t6Frq@vMnOV6`$3M;TmtPYhZF^vB!IpVUwv)i7@QYQxp0&b_8sM^k9s{jMEi(cxAhAyl2kX$X-Gnp4)Ci&eeI?D733a^w*@UafcAbeosz(^LCSp?z){eMC_RbaqEOeu%Pg z?L34tU7aJG`~+QmFVWGocqP>(L(PS>`>>}WXz@`Gg9gXagSh0Z@28>~I-bUTUGP^> zT|!^HP{e_zvCroD=SI46P@0WU{?^)sRb|?h<-^v!Qf}EdW{r;pU&olk=QH*~Icn!W z1fAm#LFZ)p=Q$+tUqyqE%XjpyN)qHH{o1|GD{i(v4340Q+IcXD^c%VO#_W}aU;H^{)5iCTJFko0{t|0iBe@s+SVxuGJW00AH z@XZUFPkCGGPUku|c`WhprWtgVP!eKMRY-7UOOa9m7ph38GX41cwK#qYUS2JR5`qRv zCYY$sdC@x4RG%?Cf;I1b+HR^ii<7SE2A)D2T7E%CKJH;G{4t%u27PinT6x=4!@5%I zWSs7{TpYHxQdLfk=l};@IH|l~LvlROUu0`GCoGtk?X8GXGRGo|z}1Zwr&hdUy_tm$ zSY9#caL-uo5>D%ij1ojiH`Vi)YwvA7xM}A7qB_(S{zN&HK`Mbh1HCKmawD#jC7I#H%+P$$WmG0piXn3mZh19d=K4bI!KFe}^xZh=K8aBXx!BcgpYtME zmNc_B=DF^9bA@|Ec&GfA()9A;lQOkt9n8)h^<)_t|GZM@=>T4>$zWURH?!*Yjqa-L z`SXwWP`hU4hs~T~$kRZv%8zn_@#?dDvj=#YFw4BZV~70@1t<331%`jW{z0uybvMc26Ex5_yb@UNgi(5Rl7xLYDsH+qc-eGvpLIvme#EB#*2&Df1q? z9(-Aw)Vd0bV5yLj> zS&>{He4dXsjQNgY$dZmpYW+mH;PjM&lF54k&VEk!L!yj34H-WuwvV5 zd1kg^aQS*u-lM!69=>=auatR;`O0)6CszlI%jA+-kOo1bhxNNgMuwHNK;4n3xeSdjR z`y|JwVk=m2c#$P-R;g8{_s)RbVy#%$q@E3^G>&qFW$eM%t`V+WC>UnnrVzFFz~WJ4 z-X7JXYChlsQ4Z8_x_r1)u1*sX*C0Jwrio!`Yy^P3m|3?LEuD%wo8y+}Canu=ga^av zHaTM5z1*qS?9Y!K47B5$ytjNU+&}qlVy9U@x|U%7$mu2`+M04OUqptd$gyf4bp5zH zxb+=@qBzb0G*XKd3+jkdWILc4n8FraveQa<8%Dyh<<)?^$UtqY??KnSGD32Ggnfs% ziS=bKdAV1vspW@3c>cFQGQJkw#%?~^kipai2R0mde!H_IVs0K(NH{NWe06P-hI4YH zTYjE)3;1#?!=Hd}FqRuK55;}{_(F$MF6K5vLPWl}?_)7H%N_vEXZXQqT+6>Rh2swg z1r`AFKWB=Pto84$wezwX>uX)^qLmmyG6*jzskRnO;kI@{--TF4*v0C6GVJqX5*=>c zF~p7I(SZDyPS4AUWxNZ&zC&=|04!vZkMHORLa59_z)AhFEDZ>5kp!PCoj7UOa@Wt@ ztal~3Tlv>Q9VHlJNx%H!p-Z95@Ue>$bjxXN3e0CyCbhX}AjoFt~S0l9PP=Wj!cZw92qSlmz z3Qmd|E=bjvqh?V5$#WsnTM-0;Et&N)d5WbNHonwu7Pk3iv6tOg(QGo*Yl-}4+o=w2 z+wuN!k9nYX18rVl{M<>E;xJ{bR+~Pek+zuB+4Jl@ZjN)2amU9mMcx$;6EcNu0ZE1{WMUAL@Ej&Oib4oCMaFca z@p8@n{0!Xs+z_7No!`3S0AyEVn$x7Ake9|rB-|&Xu}G8cVCR?4n&>7>&2T%LrgI?c zh@NR?O62CHxVZ#w$V|?sdhoS+6WsFPR783rU>@;^32Pl zP?MFitPV79G7mE2NHJAP;Vipan{QX7(3)w|auo5kT8k0Ks1T`?t9N| zo4K>C-ay&l*rBnbUwy2E>`*CkR=0EOHdD5aGw&_R(9bSy+KjMcja1B@2^QAp{jsuP zs>M!n4hC4@iku}1SbeCoHF=3=?c=x=XtU1S31?z#7*ki*Ho7{L{dOll@My+X zz*XB`P!~ylw0ryg;W{|&Q`L`1M+jSf}$3IV86RO(wbBt&{TYsGiq~@c~ zbqWD?t5_BwwW_uPmgDQtve%MGv0zk z6j4RgTz(CE0c#hGDssLX@MOhd#^JCxSy5TZN-f`-=4?M4pvKI%pL>j1<f&vNC+ov=Xco#xR@9|E1y# zsm`Io^ST$iY}3p>k8oOEYS{3GXl`SZY^&BiR(5JU!Rd1NbUpVP?5rJde1Nb|=x^`z z$&(kSY$~fp4`ep(+(JAq>G`}srf2lQHb$$NPT~+o5~->7J&a^t-j<%e-pSkkd+WSf zaBa&7PPv!mlk+Wwvhx;gu%V71604f6U%{XP(^fsIBlv}9`6=hpcE^sV-qkE46K*j4 zr_iLCrg2qM8IPq%qxq)&A-oH9T!d6&IDC6tNGI&&*D1qOf6hWA=hH0<|GA1VRHq0iia9R=D zi#aKb&g>;8U9z?%2856T#O)856Th3wik#08sn6r}lhj{cB-kOKB$9rE*};2~ol1na zrI##-G(>ZULwWrfXXM)9o`ba&7^u8R3vaI&2}8v=#EH~nUfWIaFJIR?w|0+A^4_u# z1a11PQ6brbu;ZmxmY;fFV|N8$T5YJ|1Ts>4v7uVPo3bnPdVCl*#kYD#IBj0#(uDC! zH*1l+qOh4SA>i??KT9%q zBdR!GU5<*1{UT@w-W=KI+@DqQ1N<-s=l5*rLET z3-OOwt^x#tjUb>DIGSwWG3+9lpC!4`Rb8*rHbk0Rct!whoTc3 z@YOhZFH=#1(s5A=;`G+Oa4x<)MrG8I2oIGx4t%q4tb95Wb`)GI)$10Cg1*&G2H(te z>j_?b!$7yquMj~eVENEZB9VeOnCR?OEMBJ^1r`j81 zGG*DAjNiKKP+g-Ht-z>eqB!x)u)K)CDv2#}URYHXfy02Vciydi)mJ~zP_$`=dhN^C z>sz?n?5!wAAZjE(_Q-8y;=ti;!~|%daDa>?m_q>3Pe3dj9>$MPLS9_M)ywghZq{8v zk`K&i*lRBRrwm3Q${^Axz%U|Vup$x&9uZbQ_OSHT!ZW1~B8A)t&Zb(G`1nVX1?-~b zeI25)`4CQ7t3`2YQ(@)nZhG)}(kq?sr;Ymu`A;BlMp&kK?LKH3MvyN6s=&Zzck`ro zc*#Q<5d#bmL_s{U#^X#MjX1uag*!<=OIOR=mtv@fcnvW!k@M0h z{oa(kCOHEryUi``JGsdmvR9?4d)>ilClW#eP zcT9>QR+Mt5Vnd7H<#iiyjj8ecZkc?U<;qOs;bQ3i?)|`43U0JR7?eG@#Bvx`k8tlj z6m(pRto2g}@4eZm`%pf58AHeHsbD+T*tt{P_Z~z4Fmg-FUpf6xVEO}@0nGoL%*+ZB z>Wm5whfD(b@cs=%vGiaOSd>^9*vFb!8Pr&5xX0KyX;f&1)CG>*?ILW7{(U9_5ld-0Q6Lp+OZ`5oH+r6 zw6F?n+prz777(iOOw>E7tmASJ)eGt}Pe^?PkK|m+2&EThMm!3U+JFlfDs9hQ3`W^k>dLGmnN+>jQgxcg| zx*6i39$6wZPuQWVdfx5l};VS}G$YJ2DxJFQ=8Cp^a@hv--d;RnT;3`@W82qP` z?mmy3$O<4JRTRH~N`+6ZRz#t;<98B={K(*x$py=Mt(-m!k4*ZH9h?t+A7hOXpHsec z_m|r+Wx;}!^yo-H)S*i_%77UF21KZ1>3Tss<~pm0`_qEnh=l^ATc(kNGkAp178lX@ zTBmL8VKzi#R?bIMif&VZrD}*H5O_2KP{n|iz#`{wTb`S)T_)#Zf)kC&fbvqqmzQ+8 zzGn8Ngpn!myAE0rP~NQSyKP`0Pgl8O#;akTww0#Ow)lT5xQ@~4j7E|+L~YG)Bx*%) z-N+fy3j-LP^{hFHCK{nbDy`MF9Z%eZ8RRp<&>X9I--*vIHyUa5zm?Emy2@dQJ>^6y z`2U1USze(68-F*^-os{)wLH_yFI!e^z3=>uuYPUGbQ3wZ4H_ zfv|0`9qM#$h%CBrwU*U|fbDoQuiPP;tQ(<8Z~*#KWSRbOPr%Cl&#eRts@P0@+6$l__3V_`Ua2Bkbk)PPrkye#O@J}tvEjQSR(g;jToADS=XxUTI7QD3+7Dc!C<+%R&BeH82oG6FIy{p zmkUcSY%Jf+vv@_q$$K;hnH`WUCwmM?<79xrq9z5)Fcm9Qgltt8ZJUo5+3jqP>Pkam zIS+GQdP4?WbsKxvL~8>nBK+Ojp^l1Ru6uW9z0`&0ssh)R506OGG0taq!ZBk6nJUHV zDi~-A3kKROI?4z2=$Ds?IBaVxh3c?LGVE%`SrzY=)iJh3{2ZVL66J*7?G0~>AL`DD z<7Q7EFv=k{5&2&zTn3muo zl_6uKc(?E4aQkjvNrA_ljQytAG9&tg$Cd6V;TyjDffqp8;zC&_Go?SEouGobN2%+f zP;PnT5X+v>ebR2bY+DRc-;C0SIvi@}YS6|p*%kYF>cX4E>2nry%dJ*EA@GM>!}Nzs z3|97kF5@;-rS0bh;C|m+VSP=PFmdClCKZQ4>xC9kKui=)pRmg_OCU=tD|@>2V1mv_ z)@_99KSlAfi5Yr%TiG!Y=J0IXek9ESOZ+kOGn^%0KnWEY8scYc72)YX`z8H*jY;j? z)oZbHDpBZj8eU9d@v)I-5eM)<0aHMMH45_tIx-FxJG7+wFA~`?VyHsKJ6m-dX0HwS zp|CDWChf2C?GLlb`Io$6Y)zw`&pZOkj@aL%w(u(VO(VSB-oc5D)DiqOYDrN@w=Q`9 zLge@O)^z)k<}e2{#LI!J{I~Rrm(aeIF;J1X--!H)`Y%N0kj2XYdqmL-l$i^bsEF9c zrO0YGXK1^#xu~LdKI%9q=-R*U6w%^Tp9f6$q6P`9=>j#-cXT#;;5D3fS+VI=o++yk z%hsFiU-kbKj+H5|)pV2ijmQ=9atPIEdro6huWFW+rmIP-hIw22G%t~v1fqH%agZQk z$|9GuTi@$mg7oqtco7-N}0bP$;W?b=ia27y-0_`QuLg3>aO>_BA&z%4L^K4`cQ62k$@-u zI)OqM+*yw>D@e>ppkD>7I{^z3ly?zhG9n{ZPQ&QReGdZ&jnQv7N+6)(SLKzo9)zv_Z(+-K~a}oP}>F_D_ z4JH9;)$R|F{H^=`Rybj0|L4|_^WRDG-$g)L-b%8Ll@*4ye?c-x5iv3Fl%rO42;o6Z zb>N5jqBUwWsTHz>XqdE_o0*#%)8#~J0{qUeiGZyHKNJNYQCNyuC=6*?5mGED;kJMZ zOah;_yRrBIxxTI9Ny8Al19vALrR<`}{j^;$w1iQp_$tY97IhH|gLP6;-MA?hx=6yr zpVN=JwG(Hq?06(EWy3bdyyvUZ+TXikuvV6-9}jMUWCu*I$bQ#Glb5J=&#wM&n2h;9 zF)18LEbCVvM6s<^zzG_dEWrf6?d1Zj)Cnb2NNg3^VYAw{vEEjnTV8h5c^D9Q^7Ryv z-E_vo7Bi@dR}iXU16<(r=bBgKkYM{ox!K;rD4#glEQ_^T)ej91sCY}(0MpP0C8>1V zIxB^Rr(|Zerbnp+TiDAAG3kwmY!`i;!sZH7dSh~ZcA#Le4h zQ}_1z^P2{{xE#PlHQuHtXPwmdenl730QPKdd~xq9i9z{nc=T~ke-{*-aA0I*Fc-&6k}Cz3xTQnb^%`cDv6%Sym}c8!d&l%Wl*w z7Dmb0_tz-)G8n+Y!SX>c`vdc_M=60VlSz`}{4OT)lMbbmf0&_!z#u3EP+|hAH*8hQ z$C0L)AVR|__G;8^_jj9#c*t2oPoz0;$|in208Hb1#M_JsLm%5odG&T{w1b&lG56e# zcr74V$iUErAVg}vYoCz^>?&kvv@kVV>3=8+iO&&m$WOGyU3f{E(XY(?CYOj(Ko zZjBs^R}z~!g86nhw{bc_1o0u2HmYQs&vCrBKd@mtB%!`tX>{OR*WO*gv;v({a2+FK zis{7rN`*m{@Q&8NBlg;!R8^AakuoZl2r_hN_gLFLxbK*7JJwTsQ0O9v3W@i9ym&uf zpRI}l(?<)Af{lt?KtYSZK6G$WF1<|8F4sGH6M&dIJG9Qh;oQrvaPTJ;^9-`+miu6$ zm7VOhn@flQscxJ@Y@~I+2;-gQWqL!F!r1Ws0Z%M{$Z;G@|3R;YnymA`8xEl8IhY%% zM{btFbA{*psUQhu5PJk`7ewZ3BkATIw(4ITGMlJu(?K!EHW#Qb&o8utbHIs@?)=uZ zsVdMGw+x6VrLZRRuxb+xM^WabTpX{S1*a!zCdYAkJ|D5ec}Z3dqs*&@>I3tsD8iiZ zu7h${z(*ZqIE(-Tq$4vGB3pqBbtOSsvOmMf{Pm=6;~@@FJ%(HB^%^F;KUY?YFBX0s zp6yMRd@lkBCvIo{ninvllEW6w?d@j@J?>jfh$&KR!j>e-bVgGe_c+^~><=;(Y-c3Q zrz{caJPLl@?JY|S+NPsm0fL1un>=>{@D(i z@A3HaHI2wyz#v(tmDDIR8PUwIFPFrbHXeCIPG~K{aWNm|v1uaZiGG;efbA3UvVOP2_d4 zJE_aMi1(z>_Y&>q_er^TXL2xjT<>D)CBUYh#N(2z?|m4UQ>-hX-tg1j=2Gp+1Y&PA ziYh|GOeNSN(^!a-S}i{m38WLR`1!!PR!CdyM5Oz~#8hGuv@ z>uV~Hk{kDxwziWXI|X(s#`6Md&otv<`fbkM3e80<4#~Xv%~^XT7z2Fd`7k zN~4nr;fldFD|>vN%R8C=^^3y2X(>Y1zWCA$;gKcg^g;9;ZpIoqUs_K~opA(lvX&|l zj%g}V#LfPyFqFUE_jsFIfPUV>cZa?&cIU0!UqZ1SdmZ*7JAc}bg%73HLb3cX7_5K) z#jM~p6`(h2Gg$lJe`}p^zA>b!J=rQm*>ie9FiLQUYVv< z3%jstE2i+zrrL{Y_j33P80G^54Q1)@T1*)+`s|3&z#csiI8GRPZQDZALhFvt-C7#aVv zML9XU5OOd9{zro&0KoX)ZI=IU)6_h>m8QIOlGpvNrAg4#FT|Z$hwSBuz)ytcE^G1(9h$CruKQupMT1%cKS|Jkb zz)y>KCYj%QA}yY3KqAdHEJ-HXq0{76APE#gQC29gKevb20c6ulSF zJTJ%_9pJ*~JZKYfoooQ;!lE5ir!TT7a6oiI(&=S!ARajCe8VvAR;AAG=o(db z_XFBRZ0~sK9NqgZ?8C6*>2^(IFJ*yXj`5?VYeTMija$TF$dD)FVsVRoX)bF^A5q;W z+vl_G#n4+m#Yb4`I|VqnXe33+vz0){#L2_=Y%{)FO{8yuC17@6b}cu}kKb-i?ZX_1 zTRii^A@kNQ+1b^ZTaqc3mRnHDIyLPlyDO_G;)jUz)z;1%S__Mz_&4nNf7q+9g@0ix zHsk@%30;+|6;hZYk@ba|?_TrC=WigO-m0jcDyGvVekfMPVJLc~drvs~%!`44!8#Nt zD9kV~K8@me-?4yS!@NnHzM_S_s(9x)b-a~n=P~sc542#Pl3QvXRmSxm1$jyI@g8+N z{XISbd71a|K5;x{W__9OyH9gTG4JNPk3MqdVdXc)>tA$RDPrN*&ZPUg;?~wht=&*N z#b+U(WSZi9@XUGm!E04~YVE+6YHPWC0KTlnukFQb1?^_*wn*4`LgBsV7BR4su0&Y*+h2fME{lXP|2MmWqzV{?j9=}o%N!w($J?V zsr~ma(%<19Y(1_zA267%oy}Qk`PqK*RUYK?DLYv7pXhsJ&hx9C;0?!3?+OXCdjMhTyXkDmNV$> z^L%qcv395rV+Nt4)#HiW(*$YY#qU?BT0@&>up-=h^Bs-0GQboWeC!Jh2KU9`?_2x@ zQI&G961BZ{&XKy`Gi;TN^ltuX1hNnCQ;PP9KO`^KKlBu_{3n)9m48e6L-iv{f{r+~ zEpaR>O68E;)MNi01H8t2nUln2{LyZ6bo6vdZc<|ROJk!%*dh;LIaGfmy@-%H9_HgaJHA4n?8v0B1o`v8EIEhWeC(;MK zP!rPA4M<4Mey!^2FKj1Hk(qyKqw84 zUTFk}VOYUZ^NgDjZQ8&y|4ioEdYsgu^a4M?q-Ifp(!AK88JS zXXo}PP&6{+D|PQ~oD4uw=O~R&QVYj-7OG?fq*ryfQ@Q zHDXBc9vnA+Wl?$|dAcbAbNT5|JH6%t{If#t=8GLRL6$W|7D@YkLH0YuRiD-$+CBkn zfAA?Xv;K1(IS~J^mNL=D_Xtg{NSSlTGY)AzOF>bn;VL6!oMx50a0w-(-(7;Y3c1v1 z7&cDg%nzLuiw+t|*I*$g(6ax1GcEXRaC-Rmoe8sRoEvVJU2{E&DxRBU=}GMU4GM1^79G==+?j5x`n|MP7(^PN}7hxDMo zhgp1{Du_g`N_y{|f-x1EgCwO3s2Mckv5k50KuzPyx(ziOjvnjom`EI_OW;(?ik{xZ0 z_M|C=oTZygu?2(E&r_1FVX zq6;!RF}<-74>P;L+oK>1r#q`VOSmB=DJdC97(Gk3v2p+Xar5xx-FHjtvRwoA>3s9` z%o)OhN_Ae7jJC&2K(hukC@CRY7>cm4q-t^mczb)>Y;Sv8sIYJWNbt<>Ga-N03OGww zzyLCrpSB>=zX+*BW)%&DRRxS2=$Gy}Q06+293PRK4-owYJgxr4u~U~k-59OyE${CyCEpIb~vC8Xk8G=+7D+M{OAm#0qD&N zJIBNd@vWGZO-0Kugmrk|KA3A6W!LTm4om>tjnFwK5O#iGp%>%`&d&_8WQ+JI;VYbtjj9ud6_Jz={(Z`~&hD1LoZ zU@+S9=9eQNN5Oa1A1uSz76@7G6tDcD)~7&j?pGfKngMvUw7!joJ14_c$3RX_;G>eC z#-QlAAIX})L_m572nfIkc0kk6KzEGIW}is{eRIf9De<={SgV26%_Pgn2GF*kN3eBZ zLcTd)+f&>YB0#^zklyv6{4+xBPV}JdaBt-P%gLHZ4 z0LJU?`gor}YBR(zfaIRqI`G8@wEv0P?86aRkw5_22{w2nYc3 z(G&E$^zAE24fvqiLsaL4lx7sTy0pqQe$gMW`>X)!<9`f9zS`1|GC0}=0fy^-T=xr1 z>BD=8zWuyy`rN)*mefHhB{nU=DD9_r^{~FQ_|KWRA^gzfx#|!J)D8&MgreNjnT`kqZ)#s{Pr?;5)|ZyTQU8 z3#tHq2J&*>1f;>q$?*|`@U?T?Huo|V)`jX*2{^a;u$#&hZ@d?yy9yhVfuLu8Wn~^U z3A9aGr=tVNUhc@d0qE;n;~RzKuM{#HMt zLCT9P2$0+H7AcfL%5%ySC(v14cQ|U##|gV5@Us3VxgAjZx_y9|?`=lT3c3#}OZ)Ec znfihGz-rz{VUTl5y#MDcS*&U3@>kNtS)CWRuK`~8;P!|!iSe3I#v zOyb!<^7ed6dU*Iqo}K%?esXELMe-wY5p7>;eh^crA3c1^|AapW{%YY?^x*p>(BAMC ztw1owf0crA*G_(+e+2Q?hf7`i0-8&v^+}J#g<&l(Zk^LdfT4hWgcvkAdVm=8edyu$ zsOJJP2;nGZGVmFK^^kQ?lU*^0pvp$ZXWxMfVF{rXv@liQT%8qIS_vuLBlDH}>vZH4f+OVT4p8*Y3#5?v zAUm$5H7#JOy@jBJf^bpr9fPt_8O@`o zL`3Mho%^s*!NXU-!o(#`B&@Ve))C{y4*!gLIU2%N@YH3iM1EGI^8v*GYV4wLz79U` zyoY&jC|}G+wSBW4;f%55?Cmc-UlhKDi>3*IgvSlrtp!HU78Ym*f16|Ni5PHOly_c; zox}6?iv}6clWY=0-SDV79xC$H);aUtTFMypPX8=wkEkX_3x!&e&Svtu+E6F%2ztEv zp=)qN>d8 z31p0^Ei%29*T~7GsVC)Of^BHApaTo#;5eJ8*j|}|mbLF8JnF-7VW=^PupCm`Z^E#( zCJ6~WU~nR8I(?>2OC^0yC)#E!cwWtfEU5J6mlg6fZr<@&Hl;I-Lu$Y|`QI43r`S+{ zE)U?f-CNtXZQHhO+qP}Hy|r!Iw(WNBX7fF4vJd+>nMvktlF2#0|M~msQV3Yet(GcY z?2}e7yyb0S%rbsf46;zXc?}fSY2tw!$oFOPFhgL!<5gbED;_IooINdd0=uf4(1kV> zA$n`42j3NQ5=sBqS67R-M&)kN^};v}JxmGWM`6EWe-0B66btIJb+s;7rFjgb0;Yc) zWl`mKyIjMI;^YN>C~M&YdwoplPph2|Itor=ohz2%+qNeJIUl}ILU3EYkJdh|r7crn8+JDkNdJ+w-t)svK8({!P7D`d#vm6!Y`c46a_;&U)fsfmdV%4y zYipQJ6WW!-JFepkZN`ECgaY~wGol|b?k~nbMXYuu(!WBVEwuebL**NH`ByQ3l z%OWO#g8Ji_!QsKvYNkYkC&9I)F!kdhVlyLXo~D2=l_m6~VW|hgYDn?D-^%2EW};|? zk~CJX!OnPYEL2V?F3DUx(^^;@^_B|uz_SF}i4$z~5!(vPE$7x5kit3lWbv@_ZLkN)%1#tKviYPik)PLaWq_t&!VE;ct%o5- zAu29%#D@bdT};=zfU|L%NoZvHA>=2ZCr6O$c+H?AxeY=}?3GV7cS4A!j#hn13fcT} zUy~CT^m8_;-%~gz%5I5|3{_-_3$+Ltyg?5Nf}DyBIs$E#=^Dd4)Tr3X2QJ*u4I1m| zC|pgq{=!POQ9=Mk;xD-`S=;t$HKkJIY{BOvhe^cRR%~$e#`ma;bZ}j4F@Y3bnt}B( zxa%}zJ?U3$;`05ebA3-K$`)Q z@jHpaP`Y2hp)^o(fT%#58LK~!URJ8^(jGsvCHpP`c`1@$daBL5E{niZgRGjxnfoW4HJ_k0qN!fVFI;&LqlSMzyX(p~p71>gr$0v(p2 zFm_C%svRM%W#|#4ciY|ImA)G=;>)dos^On@K89dvM&On&?C~_q;TeahoQ=*B?mU9E z<$E)jOm~yj7s~zYSzX+BjNIL~Ft|L#w+)n^C2{=A^3v)wF2?Yb_AMvDZFTsMNMXj= z27Zchh%9o9M(qgbm;9?pLt3+nLL33%&FzL;sRG4?VIWiWN0X1kFie{I9Jmxx(f4aZ zSDj(W{E&T;JN4On1~+MDnYh306!G@)d1*PkxjHn*P_pduX>3W}V?iVJl{u`o-N5P3rR@01>GlbDKvbgW~)8E2C`${I_*Ma5c0Oa%)(<|{*n`+;N4BUq(d?UG#2orq*jAjpI0s9cAU zteHY}Gi~e9fotobm1giOuudrjUAfX0ukn55s#xl;_{nWtsmNgSElOnr@Yj2(x|OUA zfwxWa`=6x)qllBXH&=atB_n}vq5abj&s!RH7JjY|hQ2F7WY<cz%~+Hw zM&YqJBtN1lL)87@Fm&d>*7{**lVzzs%7@Y3Q^!$3mfV_>j5?dV> zDz?T618zLi8EQ*8APx;1HJr}|Wp%)ljz>LBM=}u%S6Mm^h;xH4#j6-;cJH_dtI&^= zlZ7YH;CkBacQYu6+|=pq92wA4*70T(6{y{@+by)v=00jz5Z-oJe-g(Vm3S?NOv-NF zandJQ=aLrMl^i2ioF009M@wrr?&6&Z;NKL@D=lQe4}o+2l1$QXVw0xBr9AHk0m=o?w^wibJ%n^BS#=WPa2&zr1 z@Z;P5Yw^(lE=I43EvfN~=O^=!X5rAYrJX$LmH`IzEs&J0S&eF9{2jJb-x?9DxV~(C z-3+75KbDI0$PB?obU8_O*{eks>kdVrj|l>=;7`cu>DbyUb-HRlHu`L&I=beT8thKC z@Kvqx`-+gtvpZ>nSy51v%4lzW2%D-hgK^Zvue7>^DX6H9kR>wpEpZwm$ppoVb`{U}_?(zV>KZIEZDXoQfeXsW`&q%?7=`@jQgt^{m4ve|sNo2O{mj zs5A$X$yg|hN{NxHpqj?_T!GXgbq1>5iW(V!xE~?;os6Xf_lmR*I7AKv$6R&A+5|DuaGD?^EGH;KcH1XZ_b;VaL7M_U>?Rg}ss}sXvK_94187}QpBxvu*{X&sjK1}i}|49O-;8!gm zE~s6LY@JTbch4d*PdyFZSW;dn^gK7lzL+xo8g2)L#_bB3KgIZ7VXID5lJdn;p=Zj3 z$q}vvZ5+xJ3Xlv=$cr{y9FEy0w_n1(-w1gT1}=rPxXC)yM*fIs`M4E7>MLJEq%T5nzc_Zb_8lI z6?r^jF8#5-2ZC~gc4joys1Qk#ExB&eEs?-%evDGOpSPUF;Y4^eS35mC zhg|VA%#t}OIO6GR=M!%>i3=nU+7I}NtfO{hBA$i}wLfaN)vAGd8#n}XU~Huk0k01f z4(y$5CMvC(TA}uo0XvOA#^yaT#2L#fWTcywa;xC)gSj(lLj7R;$IdR~0K(~lOu0jx z3LRC6l-IGY)$N-&iw}2ob!|_c&NR?(nw_!VaStOCHnK9Aues_g7M9~A$LEt1NJ zyL*>I0}+f1xVQ5*p5+L8o~Xy@%n^$aa8Te&UN3d$%E{Fn$B!Z%FD=VJ;)vXn!Ps}& zRMk7{+GX!19A_<1zr(9Fss+S}(&fmTI?*s4zb(SI`k*tW62Ubc+6>72pndA*J0Z#W zU@X{R7wh`8pEPJO$IGOg-7)RBma_kEEVZ30!bIu#AMp+>mW+%yIohC07&IWNm`xJKzsieyg62;V87^VM$-j-q*4t1NCEJaqMFuUa#+t7-mn9Uml+iA7vNG(8*Q<;87r zta!wv#<(|Lz ztnmmRy!Lt#(#jj1n+3Y+7ogxS3sdne>N;J*CXilET@7XLE^n>43#_h)xn}hzz+nql%;xVdnRHgxf-(i06}>ivdgCD*My7JH zUh*A~oG+(m#h*NgUl>{Iz=L;;DNXBDlrLs5(ZY5wtc#yG6`l5*v)b5%vRlVj4H`HG zm)h>1!r@X#6-AphIfG{^YT?b5I|w;d(Gbik&Uq&{K(SDz;7TJ$0K+Za}|}OB*jswc22*6^X}-O8p*c z?2O!DmVYA4^Yvu4jzKpib`Gm%imySU`=xL-)g2A#7x9a|7jw4SN;1SrgzO$6ryB2 zAn_Q8OpDR4!X1+sn_p}u3HE|ayZ_ihK@(}tkY@UthbXJBqE(Z-C1S0x_kAm75tBYv zsA6ReZS4nM)_UW$j2)WmZJGoU_jHI+HqfloG?4V>X=3Cgc%40H4?Sp0LAU`3q)!=w zqUFKYZh8phrf;|()WFXgW3Vq^e}3GE)PFYb&RCf-zgO4uzisBCa35O`)HYjxzs~sf zZ2ch1)~(!q_GBR@%^gavlaI5*9;idVjM1Ag({HRY2y3_3%dhkfrq^Xsl_jT&EGP3w zPptP$bnb3tw;TD|S|}qPDU0;?q+tw-Zj7Oc0iAS)aD?vOW6!zet=WVyNRt#s+9bZ* zrpMFDJ%w-a8`7tYw7y%`ba`j~V~n|+6y;2|z9t@}(TjhbdD}IlH`8K3JV8D7*~&ZKFtjz47rp67tE6c}H%P!4U{*#~Sa52o5I|4Pc=Y_>ey_So zZB(Lk-O8ai%KAlUQ;ZFQ>L6w;jiDmIG1ADU!YIpSst2H{Kk1go51!1%^CgcO@I;J3 zZd40ybc|39SFxUktwGpEvP31VYN|9B;9@CH}BhzA_NmVH$v@1*+0OfY$;lt89sFdqK=1}-VHTPqO(TO_xoecg$)ZXug-)}Fr=ybpWvaggwkv; z0!%j|rC}P|jImb}05)cw$;M8CIPGo>%f@urbfpPjqyIp2^U0L|*kivlFbj;A`{f9Q zrjmb`O@*_*iol8&Yo9eaQiLgXZ^1tubNNt8NO*B1JdPOgye-dkZ0>K+%4qavL;)rC zs8eW7wh4L~p@IOUbK$y{;L8uI0b{JpBY?&@s$(g5A~v8dc8RhS{+WJKH2m}z`U@$Q z&}@UxSZu5jzsgcs{CVaC^)X`Ovy9GO+UuyK(MjYj>hnDP?^6=iDQ_y%DPlyi(H)hG z)mq=dH2BWH7EP{$1uNs3Rypid);aKMvxGjx!qgsixp#8005T%%!MTi~DF}NAk-HD* z$WpmV1=4Z$aR|GwbYbER?$pMkIJ6rH;fMt4?Kr*Ab?&0ntCA>P7d0mIJnsz;rZ5HDX z7`&nVBZwN4FSGbPR6%;(DqS@BL{Sq)CD1W;5r7oWIDUhIg zbfU>f6W#oMs<}(EVPCFm9~N2=kkPa>@_cd82F`Y!yH?UYh(i@Hq$RjeCY~7P>(R-m zp0*H(uQ5YPa?cDP@QMYG2Vz_$qu@>TT(Bp{eLiAAxBh+j(B)7A%gE>Yeq7Tjce1LX z7t>vScYSw>N!feJLb}amtKi36eL%K+`Nh!WW5rA^7Itr$i|7A}V@0;L(vomW?U*tW zor%2=P(p8ZSsT?}vIv|2j0_q%!``nElSlqSK^!f4{5qiC+zmCn4LEl(cK|t+df0~_ zp{q!=YOu;E<{e$2oo7o1zM*q=N{x(Dg678Lyc33wN#caaUj@7Zd|ykVj?i_6tFIYGD_iOl0>Jwllt)zzx8wc5gA=?xSo>MT0gjrRF)^~>v& zh&V?fgX}1EyIb_FDD-2aMv(^vOIXgrne|Ud5eF^ywo%&wBc`t4%F z;GGleea%)N8y3VHxOYun&}9P-JfAeWx2PG-0Tzb*CuVR}K484)k`~HvuCzGxYNSS) z^KEq;UARUuk-Gv(X&!LaV^Xq(&rdAxBHc2V_RfkQfs{fx%lWmYrp2+l()!Q?qCy*J z43A{{)Lzu`tXEIi0_P-7k)5HbSoU`&YAqhyz*!s=pXW=gl@96~kr;(&tTz!4p#Vv~ zjZ9_g&B9jjG`rXGUw$*Q#3h+!^XZ*GxulH%(Xa0jHDX&O*!L%{zo;uOUkQB-sx>1S zk6KkR!Vbr4m&i0?NvAAbwU7;TBG{tf<46PD(%{aNFwnWb@{L7znCeAB1IL87$Wu9L z_DZz{Xi9u~aUFJd5QG_~5|$B3j}M9(-co`|uvuyhJE56|`GY(vb_`%@NW3Nu-yRV< z&{D~v0UARdxtwBJ^sWDrAgx(Zbkui6O1tRDpgnryLsgc|T0fil4Mtm#QpWc7kIshC zLUP!1J^X|S8g?>P62?8d#=$pG_nD_qcnZ$4*l39pkn|k%3C_!J5?YpF#CAUQGV51C zW;|Ona%al%py|vEU^}4Di5Z13hIXy@sBLX0vr6v%X zkIvn97RMJt7_1Y5^jGBEXWycv!0+v|qb$_(KwZ;}NUtX@YhB=MIBEeWH|G-RGsXSB6YsRddLqB!OUc3n7tJ=xe99As zbmpT^x81s*_06#G!i(8{lhW|?jPBbk3e7v3DhEP&SvJTei-hU(uou)}M!1Lr)@(0z z4;x-k&9G;$3OXb!wOB(|zCfDrmQF)-J#-qFCp{bbkLzT+7ESEggs|vffNxEqaifK8phck;npfg`BAE4O@EYE+tAQsZqi*m#4p9W z1B3Iuv4~XOq`Yzk-?@=>^ROZm-HJ@PN)wG(=GIzOI71FEYVhtA&$BoQuhfumB=-CT z?;C)#G?20FsZmG)-*VscpAx}?p`+&f2BE14F-r%{qc`Q$k`lE_tLD#|ruT6MOlc{& zM5$l#VaR8=Lu%O75xj^uk)3(Cl@icr>})aKQV77%m08BCp*~DF?wA z;yz9h5}_;~(4NYm&V5$#;jPBWU5`dQ9QNq&SRRAq%Hh+iBFnjl+m561JFgI`% zTRdm!J`D{8eNl^$7}=4PwzvE!1|d^jnf3TX!)3X<@#qiqEXAliS4&wus@)FdBW_e- zK{P_YuaP}7=6P~XpH&U@UW5i=RjqRPVv(eL+d~eUv{x&<;3(G+U9F3|Vsbz{Bfh;S zJf7)uT{B6BThJZveE1aUb5jkDX9eo6{-f%LbMe4-zJd;4_nJXcL3od%HH5|X{L*{K zeixlM#kR<_c0upe9!lZ=7&O2I?_lzx(uQS^%d|3b$mb&omqRVE@ppM)=yJ@`1Sr_& z@vdtB29ig~;~ET?nEb^NKVd12c={>Ahy25M?l+(OhzTkE>@KHHn;K|R1W;;?!2NA= zG{%*cEB66(Cd6zMhRYBNdT1AI8$5Y?cf-x07J%C>+3GeW8n#Rsk+(ssCeN={Q!2$} zJdrwJULcC8Y^*ANT%EfMDdJ0OlI* zn5ci#12yBFRTB1l|8!>NY{I>jEpV2ZLG%HF%9WK6OQ@-t1>%4=Zv~O8y}37yD}Cvx zO+`$N^2%J1c8=3aL`5Y}UahaLeL*j1MR%#R&?K4^LzTnm#y_E#n@HxArQPW%k%4dV zu55+s2QNlo2yYZ7$HH*YWI<=UCG#o4awK`T*RpJ-sPKE|g?I9=ya+qH|Jc#sCU(}D z8irfAQ*2f3$^?}u47nvO-t%MV&d^v(GxT2t(t~3iiU5_V2RdVmjo#aGN#3d#^t()a z!KM~fD#;asJ*0nkggM_zYq=X`6mD0$r5e>(z|dH`GPfeo4lXPy6xtV~lX#7j4kGLQhMtYb^*rRD7mJh*s#}+pdyCmC&BqpAM!2U7Kiaf(Z3Sf6I7dRGY~iNS zS_zzavrWHk*cUWE9&(kK8G8%fI%`73!{~f3ONPH;o#)lOWwU@s9Qq$(N07L(4Cq?0 zclnm~ZtvtOF;lsy7rF8YRgI(0z2#GAS%m=-xnwKud|~(*#ajHmKV5!-Gh41PbmKpkvjbx(N=zeu(Q~Rv=(E{hImO^r?w%v(~Jam zH#&gPS4Vf@Kgi;XGEyMY5rrp4w8qWDXd9pgv2`FQ5`E~*ZR*9I{<|_o4Nz?%)q{VQ z0$KCo)L+zt{^eRP*rV=P5X>1uI>6vjvJDCy1V~uTHi;FdEf00s12O8QVWS+=JHp*E zP>|~G?jX?ZSsEk%6{&r2H5+G)-YOqe|pQmQ4?)L>nhl52@du_96F16Ehe~jyRWab0%av)5A3Qvu^os z@cY>LEw4}e@Rzb>Y=3f+JHd&B(gtEuzp2FS4K2CSahiyvD=f1&?N7&M)rP8y=7#rl zeI8=2HjIvg6s|9G+FB?>hl8{XU&}dUt%9Y!GMMQd*MlQwj|5)nLxK4RG^(s(Ix_l0 zEbz2TTIsN`D*u%ml}HTt+q}K)36qIRBut7qm>bhL&<-~#LqFXfSXt{Iv6Q^+hwYfD zxD|u5YiQ$QvVDc1^i`tXI%BhCm!g|gjb37U_O)EC}nZAlBUbqWkTwLh$( zRg?X8>M{kR?@Ki4atO(F@l$M>e=NGW`$X=+{C%A}<{69RB%~!D|C-mq13E>~9PTMq z?>nL49nowbD%cfE#z~5ET|Z4e9{Q0W&W~!fzuRa&rg(mK5xK*>z$J7LE$%1!=NV|E<`Te=xEHN3a&#zsQY)Mg% zp&^s|Z4+0~%|Z zH|#-A>A`~4q^cm{;;l|z9~lOftJaE0qKrxR0vO1NbXPL6(;SgBK3K`8I59K?oFaAOC_+ga2o`9 zf8p14Rr+MXLrorLndi(ivxky6GA1rUA7|{GmDEs(x^}ocHiaR!e!`TXEfvRgZ$d`$ zRO8_<93j@SR6wJ1vm?t|{(@Sfuo8w=1v@$toO}dW3S9gkN_SBf{(edxJu?(kuLu~2 zr^=->##>02Uhk_1RDL2`w3@*ZVpo2N)-`r&~~*L3V6tm z&c!5nS?e!%!`~!(tP`IQ8|micF2GoQGr-zVDb?=OgJ*5D(9@-ochQudu}OWx~o zvaoa#Q(Q}B#^zTl)kI%j%wUu}E&f3_zH*$s)k$kzMWkFpe09l${N!&@h{0J0@!C2* zjG_MAe3roCfHkdMvCS%eIhb|xqO6CDtvp@F9VJO9Ma9@PKpU>8hU7GmYj=IBI8A3s zBzBpBNI@sQC9%qsh#j^nwssg%S2akZ^&)suo4OxibA=l@YN3MNQb@B-Yza|uj0_b5 zDQzG`tolqgNwioRRlV&eb(A?*q=6OI&;IM90DG~1w{Mq97c1Uea}CD0?Gb*7E-ow7 zghju8$6W{AoQjGYOl!7gM`d0zsDBu0_ypc!H1So`7&45p0j}Pvkqz0q+m7Uvxnf=f ztCy%hWMP$Yc*KP^nN<$!4{7ck6sc>`=5C}~v$DKvz~CC#>J|UF^SPPdax#Sk%7SqZ zW=NO#0KI1_oTXIPFtT!bDiQxgJ(yygVrhoh*j*unB0*FV z@SC7z%$VnNvB^!-^p;PGC(C?&h^U%+7>60x^xu##5m^g&q0x+ldq|y|#Q;nNu;16y zAQ?JkvK4yIKtWHw9tTBQ{_4rz)Owf%-&n#F?5!CQmvg?SCY5WVe?1k^awOfZS&VN{ zlrsC`;!o5WpLY}c{m32Cg4T)iLoEAaG}Tuk44VOeI@4ja6~!7O^(~c2sVHTk{kcrK ztT5^vqwsHxw%F3#%dkFeA(Ns)K9wt}k3>o+zN5+s^isVd*ZkW9ba)FRCKUE{T%lzG zLJT;O6oa?NN?UB$cEW`=$;Ung_MzAgwAv0Tnjh5xm7V#*v(FA>S&ME_WY@HYHJ4G@ z?(wZB>F94UQ8MK8T|SiNo6F0;Huh2)9V!oNh|*KjP+shgXpi#LE0c|04~3VIB{bBT zG$j{UYrBe$v7s9mb(rsbZiFjwwXJB%m%M(cG5Fu#R&iat^k zpsq(-qs;y z56r@@ydxMHK~!Q7!?mYEphKzNU~Ys;I>pmg=c!lf6^0!BfiMY(+L(STh@<|52K%bQ z>sk)h}z<<(@(7F=uvn0-98I*B#Uj@k~BAi!NMFv`y0H@k;ncHzjKNy8h9_^jcsA=BL+J zWS(PUwEMK6zl#T|xN}dRVCv+UU6F+nOlov^c>d@EbETz3#m>@n5~hd)s%Dc#ENWJB zcP1IBdbXKh5F4m66UXQstw&%h5FS4bn%5#f&P~ksRYjEz%-B$~Md1oU57^`q>1J;Z zH&b|q`OzNo?$AEhZolNIA)i>rpFK;Uw`wbY%Ycm-lCDz^JASUZ&8%^Zi2ndXyUJdk z)7Z9+?5hjy5hHBkti6s?temV(f5i=G!-UTTg5HXSVXO|H$XvK=;nGvPBg~psg#u;H@~>1i zYMWYX13cFd2;XNckK}Ykg(Q@FxDp=V%JYw=8LLhoKHB+Ic1I|UlviUFf=AU3&23}0 zKbtvS)DwO!ABU1kG@L#$FCgpiE)a~ba*@}?lD=o6`RQ+2{Xe`mkPgFtb z>UOtn17*__fEKW=^Z*Tl!S4U;3X~*z!2B@ zuyS{TAYb$KHkvZR@>n&hd0Qw~=?I?&zCI$-=Ar9sP^5lIcP)C5TfI{xv*+`Mj}K3l zt~q-fYOm}msz?V)6SkrZ1inwsT->%+X-_SW#MdNj6lk&}N<|H3d5to!BVc(W+%iS2 z;e6#92+vH3I3nO9{@}agrnlC~0W-#UofjGU()>xuLxH|{YFFf!)D@R#s1!U`*!H}| zfjh(uG`g&&Ien>7Av_5ojT2)g5b{dp`^N5^SwbrsCc8G>-|`YQg-L>+2{-)SmKNUo z<6^-$_;iO(VsoX|x@FEOmThJ=6*;(8d;~m=3;_!?YM@3LZ3KWrf^;y_5%bI@3695v zVU-Ybh+$*2pgIG@OMN8X+~KREH)3uw7ZnqEPB-)hGFm&fKU>t_M@%ef`!8$BrYICY zuH!Mra|Ht-a$Tf|*$H^>d}kzkI8x&i^6o#-WE zNZiWb@lx##ah*G9np$V{@Gi>`(L+5tK%K6gE4~rAz!T`9jxXi9*TW;^3pEZ5 z#!KI5ibE^ELzv}J$jBWH3Pg-k7)LKu?TwPLPreH`%yKSj4~zmtPI0Y_y;$;OnlEx& z@s7GpGUeG97V6mHVq#Hh;O`&~zh(6irl{!cK8mdq?=Ak! zD!u%x_CpNEYSI<6m~!=m-bD^0UFV=}z0DoLG9Cr`DF_)SZ<*5zR^8-&U0LcG8<*S= zMMM=nXXTYF}BXctPEKk^8b)S*s#!0@^*Xso8w_pcw& z7;*-Bc?vqA)6EV=OxOt~6()Z3)0J>)@oJn{NV*g#7W|FD3}Lh$I^sl4-JhHjCFUc9 zl`RK*Cfp));lyk~9zSVI2TqxMt z>2fy*+Q<#JxRp!$_48;r>MtGkY~5H`IK60TYk!(VSQZ| zYz2+{A;^6L^uaU+V`!P6Jo@_27+yj72PT|MS z+!H#(xj_DOU^p|~H}}9=D0=-=MUjgSQwhEsi>S7-^La3k0so}FlXZ}J27JYO@kAD& z{qSSVzOcKy#kH3h?|qmTf5_O!R>N!74sZE3E}QS=8~D9|*!t^xOEsxf4&h>k+Ll_! z%lAq1?U!+KKuhuA(iaygyv0%JX3q=+8)53=jj&R>%J|DW998q6N>P4DCR3!81G$AcMcbXg!1N3Rxc zai&V_9kKV-p1T(|A-RX2#wPhn=ChB!uIP`F7~wn@w!DaYLfME>n&j-5<7)2n2ZPt9*;PuXll5rKITCwkQjTEdFjtJJ7!0ebzhXY z0+%8zmk_HMdeiKtPNFG3ngz{Adx&ov0w$ylax4Fej zV9O;XS?mjAnVJ!3ws*3Q#-242C;NtN6qET7;-XlMhYXVDPenkkVj4)8So{=4<`-rz z&7x*@fQe8?xmgdwbj^;|f^U`UUw9jRzPbO)sB!#XMvZ}$@jnvnpHcgV)L8$s{9i`x zpA7t;7_$F|QELHJPS!%ZlaqiJmtb-p1Xv*0-rfd=!4ZmbE=x{kCeI;^ah4Ewb4v?e zV%zcBt-AgEt$X&dTFK1V-TBPMF}r=_X8uEYL0yO%Yl=@H1`YwuMHP>SU;EFg%>V)b zacBha!zp88!qN}HJ>hXs#-NT3qgg#+MV;{xC!^Uul3 z%L&7S0I>%M@cw0RcHRdUPwxn#0f?*y;1C0kr=pB$D@sa(UYo!KdVb971@LqN1K`5L zgMZYU1T1{PN2_nI0Op_nV+h+A=E=;~3|!8Y86<#E_q!3OJNM729hezC-rec5G`pF& zI5!}f>Vvua6RZHR#8Zt8;}`?Jr7-f3FX2APSyq=b1Hf9J_VEn^);Bf&c5d@k`PqQDzF9R?w6_;^ zCshQYt^GGtYXJsKF8QNQkc(jYAE>4#cIK(%rc|F(fw8n#HzxzASXc?5WFGo^bZU76 z@%1^2uwj523+JlaJN?UP$cmwXf&s}>>ZkY*s*#?Y zLEahcp8(X`+cyBexw`{$Yj*+c{_cnl|M`+b@7t9!!J)OhPN6=rZs4o{E z0)=j9`|Z~IMYHq@GJ-_=oJwZ1-&;2mm>xpf2wB#qi^J5AIzTykbnLTM2({(@0UZt zhUPExly+u!09GIIO^OSU^=5YfS}*ZM$_tQn)H^f?r=RpAgFR>aC6f)ny1onYO!k|V z|MSNec`5H7QS+4lNplYXU`_eAk^fJi;V$_tQUPR*{M(uPkdcSq_(j4?mi9wt=4<+Q z!uE$w06cVhYaY&1{5PS?^I6K!?$_(PZqcae4Y+^>@H;Ad4!vMh-^}ti43rsqa`!E& z&(FMos``h&Tp47@S;i*~4LH?r3*Y&SQbGK~)* zv+xoR;`wV6-7~FTpjwCD4-Bd%U=t6bCg2kfVtVp0&QQo|?;TvQ_3lVou`={`WZ?IDlK=q}*vS_5`S(m8GACO{H)Mms)EuoXW}u@xFs+ zUmIZ~1N&dCtJwM6!HfYp$}zCum9lBLV7F`+feCjv+8xu`7>v4X%veaD*o$>YR>Kk8 zmX5QU-xxJkSha}zmWWk1yGw~=n0a1ou1snvw+DXz{AjCUjn>`VX?y;V3t$a6vbLUF zF`R&*P{Rh?UZLa9l2yEb4sf-)HQKi_8?46kJa`+q{Z+HN6!U(~YN)UE#@>RWpQ+uf z*UTgLd#&WngFLpNwjD=gbwMz%V3%8lqn@^b`EXn9P}Jd|RL_hsLGpAPdgVETC5~F? zncO?h##}p50Uk_5&x(g5qsSsD(aKhj^l?*vRHZSIr4bqd(fmb?oH3{1z4 z;rQ*CU!!OqZOrh{GeGW+f@l=U-J+V)I|xfUYFYaJ!G3tLuhbaAt;?~lHZqY+4v7OX z9M~jZ?B!v(3Lax|mXVvBtAB7x3nrzgS$nVY)dvJ-J|!!veW4ir$$E!pJ*7 zw^xrCY4RpmPFqr|%A8e9__?l?>Tjz>bk&7s8l8Ng~->c+4>}R zg!mrgL_2JIIF;f&gjFwoJ;iyjoS$Lajd%1=!|40tE@~+Lh*Ma7+`;Uq3llk+@|5HA~EX;dC(c-egi8PkJC8&Y346 z>Lxen@@Sq;6t(E!RpTC$HH2EL6uTc5UgB^wIMVq-H3woiLSfTwJ430&m#cSv-0(dE zl_Nl57*P%XgeULhHnNhpJ@m`u1X`|ccX>u;s@@KL_4xy7-@+0O5E6NG0w5D9o9Ow- z{gD@&;5uC3zdIG^5_8Vy*@e={Sg^JMA4_pHi{er-sXi2c~#l4@wm~40ot{(5U#8qp9Gj&qsCA)PwSg zh*T(E%A#WG2j+b5jR|qdo7;Z%86cQ zy~lwA;4N80(HiRHL~=jelCjY9g3F5fN~W=%1wMpbzMiIke`QiP(-i6g0sFK< zmrD~f!th{VNmpx)hjX#Cv!U39tji54`4WAI!JMj(T-&i-tjqE2v-fwQi<8_8hF_nl zUZmfm#^Ck1fjsL{@JzKN+(=$|pLh$269?~lIIqNRGMIz}o08f>zR_QN{}2gOKER^`v4d=ePs)X0CMy>mG*L?b*M)2019`)8O=`{&c2VnrPgrO!XbK z)|d{?9(;M?Fi)<*$dObvU17k$RKR^|4gXh{CxAck%Hdy)m_iuuu-|dtR~7>DDk}Xz)DDPWSBNXIKf~ zo!DO4G7vQ7C~n%RVVJ8T!P)uyhgM5B% zd+qlcAjPw`%75`&$KR=z{ z9KfW5Q}vqW`q!l%CCA0mt?RBip%r@uiObOfv+b)l60fUFyS#(k`$s-;?5ajq1Rq1V zIF}?9(PN3t&Z+J(Xt%p5-Rz>PAtt}iL;+YImSG+hEBdq~JerNo{ z9C>RmUuRRt`8UsFq|vMsB@wyzn12GW4bxX)>q40Pf&U$1@MR;~!9~3uB-e1O)*ttK z#+aIPy_mTX0ekExkv-d;Znn-Pc^gLT-{c*Qm@v2O!lQMt@rKJS;!>+tNgq(Aj78CK)>~%J)LS1e&U$l+?O_N$@pZZA z$%iKKpp+mAkxl}-<;vVsh@h~0zT*iz;Yj2LETj{&KVG(+%E&`v+`1CGwBE7R^*-B_ zHpT4hw3$U6!66%{^bs9`@^e8IJ86jy(dicS=|PZ>pJ?FNCwoWo-~cQ z(xT0e-QdiXsOY2#dFdFc=;Gt!S`tL0kx1xbykeKU&)9x?5Kx%aefky$dseZnJ&dtT z1d)lxN<_G{`(_b~*M9eJhF7|~SxQgO$WGA&VTIrBnagAQqaWRCp`NMitVK)B$^^BN z!xLrwE#1-;Brv_r_ot@e*gef!eQ-^-rlM`HWbOghzxhSS-^txHd!dd&U@!t5#W_hhfb1amRbE=_7_4!YqU-<&_vff-VT=S z1LUf$WW}ZGdcZ7>gTb$wkU-|`Y=p6=AxB^AkcXiOSSDi6Dx70=8%mLrl;6V@W11MD zG8{)ukQGY}zoLUkZBTwS=R}nh4*MZ#`_Sp7 z9w}`|N*`qZRZh4K(xtrK&K>gTm83xjh7m=4B*BT??mE5M#MBT9Pg4`}y4F9g$+J&c z+8DS>d6{{j5e*Y8QV6-#4F4(t+idEPL`?PrR!r28af`;oijTH4hS zPYVy5YY>ZfS=AnS%<1T(Enu5%vM0oIj5Vmq+ZJyH>P-?A`7g%Kp;;Iu?5^iMwr$(C zZQHhO+qP}nwr$(?$sHuAZ;(MI{R^J%s_x!vuXu}R4?j{*B~KeInz(SXb2R?m40pP} z)9Gi71mo+-uDhDXXgeZ3TwodL>YsGU4HyjvjC)pfobdT^4vO>X&|7XguqS37AqV>Y zzj>H``0$NmT`Z5&b-1uJ6 zZUWEAnj-cSP6vwTgC5N52(hh*zqcb2#g2-JiI1v^(Fs_!u1mC~w|H6GIO$~%2lq-j zX7VqF^A+4=f5}f#eM>7EbTGPqA6_%l3B`WPE$No!dVD5h3-$-bGW7?Oc;0yKz$Svbk(tY(@UbZaMo@BQ@Ng*azI!9E(u)1rE zR2QxVBJjCtZ<5Ym z&%|Aum0;R1H^vPv)mg2yJg&x52<=swO>{CNtHNj(iL`keyr2&wumGn&L8((kD4ClyVPC^^2&8hepQD=-kWWqc%Q4 z^(0GniDN*k5W^*Bo~v+_cFTv>C79cc$^v|onlv{!?0o+wzs%7 zc<-pXS$MO*!2-f2LL(A)yCKpm!HIM&BlYqmSvaz6$6~}(S00)Xe&&;GsPK*iQW}M> znfEOi2(QzLkfEHy(VpyNvgi4rCwYm6bW?oP3ZzuR{c_=y+`Ygq@M@75;$LDK3QUCE zciKRU2ul^2TDPem6QlV~zB`?`klb;xDYxEPZSy3)lVTWLP8v?See(;O&gKQsm;Lq)} zM=9Gv#p^B1heDcp;XQZA&%cMJyZrMe26ZJF-qcu=#J0)djz0nzQ;?z(p9KfY&-e&M zu(c&0)p6fl727!|eftEDx5(uad$=kOmgc;CP zI@f%q2{hFcFG(G8%&?)}O(wB7uf7}K0j8CPsU|=>8X|jzHnQ5#epAZ3eq(3nwK8`7 zF_+o-FW*{KQjx~)0vQ6zBYYqYk`pMSm7uQ~*eZbHG^fPJKWj0Df3QOAG7tNf{sKn3 zv|~h*0_A&4q0X5@yzWp%3e}*a1a=DIIOT@)<`~Uw7jti{<9d`P9aI+}b`I;kJprMxe+9Uas230Qjll=1+~DSn5d%_o0$darO= zCgJmIXzrE?LJMo1Sn^eX7gr3fQt`RF-2ma@$))Zy<{O-28Nphql8V^{!@Sg@(vGo= z!rzZB_Kxw;yy&a0ltV!n9Ks9|o9<|5Vmn>3^4}iH7;BZqIU_p(W+T;H&a2+(0FGz7 z!D7`jy@oln)-673jpc!MQJJ;l>0pOi)3`WYk1;|2w$7;Agj$dhr52)8SbCuz2`b)y zN_+eyFoF3dp7UH=_h93;KNn^@3cmY|u7m!qHVViL@%?0AC1h zTE2jQ`%`MyUV}ny)f8kvbe)$hVA|C2EULv_Jqa_Debh*1x10Sr)`%3VHT{u@=|S&j z(Q?T9z}z>Y6}etpIB?)?^>!@%Vg-=!LU8BFqs3tjo>VW>57&ap-K0`^rF5?UnMR>z)|bl=<6k zp<>(9Z{rl|h3a>gY;myDBauhOlF&RC`i`Y=i$MBUJ>^<5G!j8$=hAJ{{jFP-c?nSn zW=GHIlip?9V{P|_FNXafVSGy9l#+pzHOtnFj*8re+Sz`+QOvT8uqY(4KRUbEpZ#GpS_3dj| z^1bq}q;Mo+BCfM>7pS3y^*Ixu^(jg=%271}4-BMG^_)Wly_U`+OuA!YSqt!I2W$+JrTwder*$@mA05439O+SId< z0t1F58~|8%?szTuZJcXDal2WU=Cp;gH}petriFw!w+R>_B-eva5ph$|D>}Q1htTUt zE0M+<5Capqhrz*JduG3{GHORKeX3;A7N&1kbLY7c!@os^kXk{4xb`v)Xt~UyM#IbQ z4nFwtpNzOUBB4XqK$7FZ9?LZt2Cy{bZGe?_2&FZ9$HMOd_6r~olhtl_N-Qsi%m=A| z5podQtTB&-uRpl59?T6-ZF`2Mr8T5KMonLHKn|^)nrv6?`X=h+`qti62GbZQy1l+d z+E+rj>sHpL6D-jB2{CV;)mwT92{JEb-Yatge%_Qi3xbU8b+X?nP6TGq^HAc2NHQ|CU4oJa1X#Lkyo@=o{Cfo>R)3GS0Y$6}YL`S-1;;_qfH&0!mw1w2GMN=X;$3K=`T8 z!guRV$f)EVV!)=U<<>@@_PK~W}&2aD| zEj0BlRo(WTCz?rDz*mOPP>QBRz(cWlPFG-JZp%7rG-c6ziW1=f$P)CPDe-GR_F7N9 zouG1*T0+&%EyPCWC`gX@k)qFpdyKtotp;rfWrQ){uPw~6<_6t`Sl4`kI2CIW^4Yq~ z#AsX+T@Uro(d$npx!O=!d1-M_^B3f-h1VsBt!v<`f@Q3vpP^1;chkrC*5}4kr}b(K zxIATwpY0)SokKqAovK&kS z<1=R))ojKM^?-M%%rTjNJ{j*(T?Er-Zq{2*ZtsA&9#8+)5XB`*fwdCCh+&_5h)AtD z@%BfthjN(OR9Mk`AYCcG&kP`e^&e_&(6*Z~ZTM0NgxT$@8H;b#4=?|Xc;tFW;+Sl- z8dn&6H@^wb76BrTdtF(+zos~bmyrTF_ECA5<~0%QU67<@R%Q0r zHcY#-NKZ`xFta5o#*{zF#m2hmx!pK4mKa{Tl-~xU!>ryK(w^}SW^d4HAv?Tlr$?`T zBfsKo5mVXIcv&Qgye_9n*;Mpi@&qO`sr#~R{N?!dA0Aw@w?mKR%-R|=+>e}O*{iU# z?_9Ktw^02erBkxYd56t{y*nw%^`St2(j4cH{>*0F9@IHIXubN{Fa0W@sfOwFYv=3~ zq|)Gr+_2qL!gHEc>dct-wWQrday*S;$PT>J`SGUk@hlBUc8rsrq&VhLnynxGa$`kx z{Z=Z})z3^)5S$gVP4V#e&ze;IZ6>+^hbSlrh77|aUC5B;JaYP+qD;<>llGyHlFPV7 z3Z#LP>di$0WYudD((jS5HwD`-V^@Hq=FVPGe2T7x(GuNy9a+p;q|H*u8TqK0vmb7R z^A&k9@(#Bu=<=Kb20h)(!$hI~TeR?j?3t{n-#CJZk?KY=&Ep2di+hYn;lx}J)@kY| zUFbR+&qdM^B`_3$y*ozS=?_Cm`TZDV5;K>poCl2I`0S zB3i(4RqKoUZ4rR+%%QR;o~S`ehHe^v;%xsxK>^d&#oN_t)<|i@$clN_i4g0b{((@w zx_F!XL>Qz6VU|)wPS>50V8~Y`YWLzOr0ui3)Mm~fs4bDA;k`wA?x{og>F%xFt@S*j zagbK6V`v4u7fW-L0f$w=z2DhpR(9B918I}ybIvi!sp;-PbrRfh$lV`^R2_GPO?RX0 zXN!bu4=hah-=tf6bNHafB>htzvo(L9H{150*KFI3E$LDX5?9_t^GIj&6y95MAVsbC5Fm-u3anCh`V?*j#w+8ijY8JC`#k|JtVFU(|ln*h>L7j!t0xDLnG%7idFwd)q3)Am7eIsOKu-C#*V{5F7|PgEUAM}xvZ=u zoZ+Z)3I@&niuvbkgD`u!LPVrzu>$=NwN;rrl=3!<2FkN0!Zgku(1^@=`Bt2>@q@KJ z2WJCq&Wgs#fu+~9K8o}W%?Jy7SDKcRUo2kO(VC_N{_j4*E-pgj`C3=FI5zK)Jd-xJbfSE+ME*0;bWz#8S z*C{-@gUkVBe-{0u+vruK3JDOVbM`TNhu_6pwx~Pu%!Rw& z3uCNV`3-6mcCLZ_yX!2un9?QJMutBlycnhkw- z?43{|B42dwA~2B~|MGzM5p<*@_x1)Gb5tZ-*R@J!{i~C)=BiCvCt^ha=p1Gj>h-B@ zb7+9&ar;_Z!e%bYQO&ZX%w3lRo^ME8?Kl8JsD(YL_r`rpI+AsaBdR4evLfY7a&}sv zx~j@)rGEC1j(jLb7vgQ<2f@$XG7}0y8k$Cc{P&+?{F4ktCX)!yB9yDvE<77vlaPhZ` zh75eRMA~2bEv+UON8{i1`WyT1i(A#^yI1S`ZXMf0b`r1n+%UlE+C1RA=&5XsgnP#f zNN0}lb8(@>F}sd((L7{>P);`&JFfe_$aTSTehSpfEc3FV1slc&SFllR7dMGBNN(gA zvIrm9m${-xyXNZEFJZ%!@+c3|&H%<<8BgOego8Q6Uo3(}~=1x5J^zS`gmy1LYe5>~wfv}Oy-^KuW z3EMkB)5G2#>%+U8>fO4h+3ZwKBp|N=hAWz4HzvPLX{U;uk-ZFb= z^?$We(5!_b$J|S^<;RmfP(lm@&P3wB(J&oSH9pikgesUEkSBm@IEAYb&1wViPF7a= zd>Y=*xSljx_jtW9UQ%MKuLOJ9+c39X`l?CYdF%#r^2h@Hb08R&x)AtJJ|**z-wpEU z26%6-3;P_#LJEKu2H1x*C5S=~YGGu*4a44_pTwAKKJihkwk>U>mVcH43UEJe4Jzsw zg1%TrgB50L8z95lc*>xu{kM9AQf_{z|K+SEvGQ>7i4j^vsw~hV+t38}fVC9cR9>K= zYq?XNLm&3g$w{Mv75}oqe~DGhA|SJe|gUkief9W?>5z9 z1o*%jAPfm^OVt51jnX7}uZPB@o~?WzBi%ta3v^wwwU#Zk+Fn@Go6u7$)ewR0vza$= zALmS$S*@gI$+@fMXb&-oww|s9(J83ZjzE)*Z-DN(?js>-PR6*fjx9e~Z*eSY0mGcR zKc?M!Q$ygd!D+5ICpsK9Qgqe$5pfgYdreXuAkEw0`3uU{4Dp|q#XBr)fM)&{RLFcA z2P1989sg_~Ey-PRp>ovEkCmImv;YMFx@70NS4c0sIGLl;s@%Jfh+I=3p&m}oUDegu zkr8br06dt$vMB&r3}HtvF|GGUmO(-em} zXS6orw$&M`)t?l~gsaKzSQ?Bfs?uBfB3WIs->dZmxgaYC^>z6b)`AV8_RVc+k!?sz z+K?*`;;9Pu!3o`-jC7jn2Z=Pd1->bIS-%n0f#ZjI5%YMy#ZKOi7WS`pstOWpwj5cO zg;2kak4lc1+^J{EbcEDFMnu0CyV0xS(Sd676lHEKCYhrZa5B(>xY>e{Ih=nkQ|kpr zI9FTA(V00t_JkURYq1#OfzlsbV+26e2}V{VPh4j=T-3}mFhtQFJWe#bQ+za2)C`we zM~MAVMg8;}n;Jg4{lm~Y+>R4Ur1eq)NkaivbAi=raSWO8SsNAK3yk=9#yzb>28WJnxLJiv#)aB?pm%RK7i0PP%x?UyRHJU;vySMz9SZXh2OG6VT~6gU7HX6z z(RFcr!JJXjH7e`ht%RQ|VW#$(vF}!sL(J!)mQP?vkHKnA9=hqGQ{q1MddavK3Qy-e z$;KGM+N>Qqn)BW}M_YV@qo^p;PMdeyWaF4INHq#&N{|Jn$$! z5s#virJB6j8l&W75_%a~8g<$I*Ht}pZQQ*U&CQ&_jaw2|prFlgI)$VikTPjVqzY=> zL(-auRfCTRlbs{lJ{?~tpLV9*8M}&X(VMoF`MJBJUDeQ_?nFuMxT5Ms1@}Sv z-zdP|as5c8Wx{R6;*}v!J?yk&mF75N4$q0Fm3@K-AMDhHI&uVxJ?Sx8-CTMb6}*e? zi-YhYSA>on($@PjpZfk{%*tqgf*1^yU3K?6PECsaNJQEb+Rj z!?$f6mghG8;#NdCKa(WpAD z5Pul!87i(z7IvQmzp@4#DUMy=^uSp5&HpTT?>yUrDcZW`yzxBM0{AiH8M(>I$!PT7 zIc|~+Zgs;e^(6D0AXu%Z(8LOy>6R8?2Z|V^`?2F|Nqg*LG$+|(VIqLHLF7i!v^EVF ziUETP<>@JU=!xz2$i3qZ9;3ENzUv=`n=@M!Li}8hCL{gJ#iwVXBzEfGAWq1<&d*)# z$TASaYo1$sUi;4o}hg>wL;Lqmq$~hjGGEJ#5 zX;GoC;T;upWB+|kF+5L*@FL8A%A!&hPQ&})I&$3O04rs(+xcz`bnD;eUN|KKpLq%n z`5PiwI>NSagjR$YmOwrm%dkaL%&x>u8!YO4eY#dVBOoGH_u$P0MrD8 z)~MH`2xD5UTG!dKOD2ub%*s>16y54|F#ipd`w8i)vFz+wZHfT4QxP?GBHbj?YnVVZ z^%JC)IEb|*T}!5S$1vvPM^eK>;gTSxvZ@l3`#nk`ItoWibovLj%n~^I{~#^c|EJAS z+Qin(*_;8NfrW$p|DY9&_-w57|ChV?pP&UhEA#(WA^(4X7H$857FKAi(o*8#&amQa z&@hG0;%WFC{m{_ROymCEnUHA^w2`2MdF5Y`_$dqrcNJ5OguD zqdjN0z^Q&uXstan0gX0qt6TjdI1y?ciLmb1l z0GUGoFvHu^C&ud_92}lNwz%;ZEPbCL^_xt=z^5iA?tk6D#=C)b3EBwQ`=f%N0Jw^p zHG>QQfP!n0qo2I!5wsiQ$djX42nfKz!TpP8QUo}#q#K(7yZ0}|2Kdw`USGkn276zj z=f^sR{$0udAmHks{}=g9#KzArkBhHH4?yEDU^8G(yg3A83+4)vp9BQG%<_+uR{tH( zXoe5e+rQ5g2p$#wmup*Zw+~R@pf5+DwH4e94SpL6vJH$spPrsyOhgIbB;pXrf8Vta zT7aGy@CMEiOuzsit9jsVQUCzOg9iY7XJ7Azz(%Klmb@4M5%O!LaKDcJoPuiT1{q;? zR-YYG;=PKOq?~FUmB*ECfRF47Sj@fO=NAy3d>i($3WAFbO@N5~xdKaF=YkHYIs6_k zg9jZ19tjaK5g8HGKM$}!w-q+9ZxG9~!{3j}FKPkj{i7XU8vx!JNuQ4#INBHC6JOv~ zA7F9?=KAc(Zp4pB(7?bSXBicw{@<3+LGYijSkyo~AG*(bt-PFn27IR1AV7iM+@2n) zx#tGKK7F0vv|nCbeqv=|Xd>ZVUhLm01vx(VKi=;{LjYd{1_J;3_;zr9L2dN?w><-A zf%(2k_|Gvl99RK>;$P(`+$BFs*S{zLZ9f_?w*5XM3!?dI5TN#7f{u>(^mv+2vG>1> z%RZgoKlER!$-kK6KdtykEa+FQnHR0UKZT&|0{Xf>==ow7p#n61r~qA{_rFYD&_4}L zntGh&nGe5~OLBNmgyVzP`o1x6kxG7^0oP9X^{DQt(6o9_^ z`1!x{`6`pE;9kynbID)TfQ785J&KfrR`4!8DpEpHSb&bsz;5t`uxL?306c?d+RXqS zza(^gasaXXd0GHxFJA!g!Ib;82uTS5V1Yhizj$Q+`Byt)(g;y-^v>o#@!$nyWZ*xj zNI+nmUyu=izv5w>om{`@T!AzXe-3(?+5B4LGS{k=pGIxp^bv7SBJOoA(C1NAvXU*68A{mYKGzFhBGZTgrIy1WM7?oHs zdIll_Msg^bg%)!?s?&x`UuS1tO}wsU|N72&F00|`pt_`_4r&Gxnc~-lq%z`56yk>W z<>9#$s3YUZZL=Z=DRLZJ=KThZfYH-z8W=l#*&m7dhHEy^f+|?jS9qGO_d7*30bJ}x2Z zEEpnjFVsR3G1|>dsG?jZWYFsPCq#oHv@|roa~Kmy9CVB)_~hEDcpo*uUjMu5tlH;3oI3=Jx7=4`bCiva+j+L+H)+ZG9G2!NXzW4u}tpbMN)FAo4N=sz2?NaGE%i= zs@<~~eo^uuZP=tkN&50h_R@2+_m<7bjW3c7dwG%7B+gFy72 zk@bUT!y3nIdUw0g^to%Bx4&_gdiVm_%3zDuqNSQQ`SSlfl@Xl@v&0xUNLA7?QU`K2 zpPqyRm~=Nqj!&DdwGOt-Jcx)c5n6rx9x?7ZR?EN)DKPfrB5~s2EpH1d>bj}OsPkV{ z#57()Vl_drgebJl&Zu=qwr5VM*xzYcG{o+hruQ|XaT2M)iB!V6t}o(5%n3b6X$*2P zQ#fpc^FY=~0JOauh5&&=M`fxM$(nEDXuHi6p`|KdJMdJLV#xWZ`w2JbI;o4Wc%s1x zrgh0b;q%%>`{Z@&?@`iuWeOGJ4aRzV6sUXyioeg5H8ch1bHPk<<760BcvqNSOw{(8 z*%Y|L;=$n5QC1)Vh9b`@D$#{C;jIB@hD@qPr1cnpVctHq;$fV=X>>2;T71^)m0PFG z3p-6Qo_X)?PhghU4p#O!Ea@$i9OVB`<)jD{47PvwXYR%1?5NJIA}* z@dzb%xDL9Fu7FhSDoyfb-9>g!ZGxmhKgtbRo|_Gzh{EtARjnjN9DRZjcE182P`t8? z)k|i?-30znR?CcX$fcA_!}CDNRO;UcoPGb-1H*?-GTu#A-=XfOdYa*HaJ!NI$X91( zdLv`Jd|O6SbJ{!;t)!3NJhBdk*G|wu?E4wRd+EoycF{gL9$^t~#|^^Zb_O0o%CcB8R86LUN(wcTblWHuqTZj8TbZDzXJgNBWV8dGn3Si`MSs zklezU&|wznunxR{N_(19-eOp|;*;tv9A*M<>x#csgI{QzAqK0`KwR1WLw`u&*A202 zB;c9w&RqU1HA;@7`!RpP#-}5B<*SYeV2~TuhPIleG%1VD$bGq0#{c#y6&r<)T$rwaz&X4?F);RQ zuadF0P+RBeKX)w!80kn$TZq?ShR$98U$^~9xUIYDsD<7nf(le99Ob*WG*>_+hV=%9 zjJHL2?%^>foGu!8d?6_IzV;(xQc1TnsL_=YdyZRUC1OI`^W$h|dlxo@Wvmxv_sK?@ zzD1ei5=E9!4al%TjdEER`r`qFod>z+Xcl(%{V5P~^+<5!*!7GK5J!9RGZ+VmQl8oZKGD>1edE5hn!-C(W!Zi7$;sI>38kn7@A#} zKyeKXGa}L}&s`#V5jgCLaLnC?a!8anfr)vOtMCq&>}5@|FR;1XL#yw@Oh}d5vxtZW=eR&bC5Ulc)a8R_3KR_`ve``4t07apY(^Bu=^J zm#2kwZ36eKv+jD2ZS^&O%kRgcfbH0Kg=Kc)QnE|-GSK`Pi4lZkD(K?nvN;!6 zV$1dCqqcFi(YZ^+-C{2;RP^qiukOinrSa{B{;O>XZK#XvG^>Ibp*AVpSyt=I?u@{T zCrNW^TKoZQ_LC*S)T_CP`LI7-|CHiYQ?L0D+m7R#7Ig>4XIkzaf5!eSQ#b|FNmggg zSw1cS%wj@?(cY(J7C++yP+87GNBS0ak3adEjcEqTQqz|lwv*Hd&UX} z2ZRoVLFE@{9c4XZT%J=g#Y7_%F+!tLgZZkf&~g{ zH?LnT0}zzIfePO9Cwhv>^nYRrjOr#R#Z0$)eW$vSvaajUm|nMeZ<-yvOKJ8%mm`jQ z)JCw_gF8S~HIZmo>n9`KX<+mzSWzb!7&MX;qg_QhcF+5iA@j~!$can7;4!$NVMn)%^{t4&G<@Ykj2#ig~n1ui) zfA@h^;0-0%ODccH#|E$yR^McnaZ#@)CGPE?EFBjxOYBI(F*Cpg_cykUSw;C;V0C$U zIU;^A*Xu+CNi}h@S*;Rb*P_Nui$=wqk0my$t{|F9qS0=;PH!i2h~X5qJRqOKBEG8- zsMdy*iGv=C<&d(aUM3p^T&#e*R`GtRy&7-9FJ?rAj z-w~%cI{_HulR+GX*B)@GCHc<6Q)uShAFGzLm0-?cDzlj>UrK7RJ7o@CFtbtQy$Z5% z#lCzla3FVI<+vf6JJq}nTQ8iS49Zj_0(MT5DxPam((WD2h(P@hl$@2?+28G!o2G}l zAdr1;j=m1@`7w6qNk%lG6Y%sTmc!&l?pfcuqD^*F9JPpP+E4IbAObdI07_IH-0KoF zBey*>Llwq3C2_Y7U5S(dj8&3YzaWST;8p@FEk!fx;Xi@jo?2nNA{lwb$=TZ`clX_w^^inQ9w0l$a9CDzYCAfs? ztA%&S;!mXG3{2`~Rqu4jUNF=t;qPaRAKNwMWi6OA(lK?eiJVJ!(i)4f{lBDL;XUPc zC$ww>rJhdwp$SOz7t(?DAH7SR6|;ud`C23K8vE^BZ2We}u5>(fx-s*7yqqhi`poOH zDwFAl%1aD>#>T*^q*f0R?4d0QC6hUg+px1GLu83Gl8qaivvrtPYAftWJkI@(%obEE z;VzuT9wdsUwtto?(XTl|HcbXMR5$P)|DAn3N%!*%Fi?2HJNN}$VwhGaTcQ^^8?*~= zq2jPn1bJ0qq6mQO%B;ZtnoaJ%nlMy<^^Z}>;)i&N8YZ0QDkoO+i3bQe}_7mMe;O3BA!vU6)CzLb`BXbc5` zQeP{M+)=AvswSt8R>6MT1D?SA+1-dvMGoW>f90$QKdm1|v(b7yu)QgRo zn?H%q=Vt)9)~${Dx>COH zwcUx=ILc@M>x^zn;ApVtV{f0x9IaH$j~pA5SUp&5UrZ^Gf>}bbkY}h`D8(a%(*!E zXpp4O50AA^mKtBup0&9hmSUNcGNS2{2;LS6)YZ7r@H@BkfbpB!f^$`;>F|}ijht7S zao)%*nc2W*SLh}j{8;C5_~#`YKPNOF8=T#!E2N)tCma@j4F@f6GLgqTK!wI~h12b^ z?Zi^5mC&Q?+2%|ntS<2!?c-09@=95ZdurbJCTF;*32?^!jLZ~H*HqjN@XGYOali&^ zDLoT4VL?qC_fL%Z#?)aF7UfH`dxy=5pFv0@1)d+gkpR}8z0r(|kYCDQXInc)_AklW z-;E`zIqAAp80-jTvkD*C_0g?#I3jxnsX5r_Z zHDl_KB~u8sb#d24tim1mmPWV_{V@o=CLm*vvAIQ8-6*Y#g?nhxI^L92^ApM^gxLL## z<$7*pjn^*Hyyfyw_ZVMS26b{H7gf#9Ru84Z+RGWvHL(`fTVC-$NcZBTm~7y>aaR|| zn#}i!u0600ShgyR>e{+;CMkR6?%`OurK|*@M|FB2*H(POQoVeUtwmGd0%}iL`j?7s z-9&1*@l1;^DI0v(Xd&N1y8_6sBv2+$1MzYU7Kj4N0r$tppV4o%N|bCX>Uk-IpPug} zU+ItP@@pBK$I%-!iLIP6R#ZvO>LI-nMv~&BYWsmNInM95)!RA{8+b94NySF{)l(zK zxRP03Rv#zEiIdiYA|_oDPTSYpBCe%qYb$z(hqlx5tfxb@ph{m$g_(5>#$>tiMCKpH zn;JF=2QwGN3E|#1K7(X?d0~dJcdXhzYSJT;%lI1{Mfr%rq&i^Mg$|YvBx#mK*(*QD zA9Nqx?Xte>%kd(fhgDy1LeqP4mVJi=M zeq}u*E8Z>RpT$QdzuT~flD3y5%4bq1F^GJh3L2MJFKU)P{@pI3XKgH?DmjmUycVm(~%b~ z(M;}_bNK3G3mw`B2cTXboxqV@-eI=>(bGIFFzyG-J%qY$cK&A$q{R`*ZMHbd?OFZ-ebM`8v z9q+&Be>boq&*iErF|r&CG6P_;JDOZM>=c3PE=#?rJ}znc?9JzKUPkd%J;zzEd7SwP zcAsA-gAAEdSRO4+<9@^rv-xzKHw(dkyiQw zRcbiyXp%+6=Abn{!i^G8zynZLN|q>L;@nrsgiFX~?&-jLYoSJfovbQFk1nsoyY5v| zDJ*vTozcT?0DSbneEX+;e=wEohOUQ&$sFW{ZAq*z8M||Djqyt|Zc5~k16jzrw3?jC zM9^A7nX&dv(;YoDJIby%vg|^(b}!oP>h>T~t>BJqz?J3mBEXxpQmD}A6D=_ohnYNF zy4%cGC0`GE*A3b@o`9z=y#jATW#Rqp)M9!pGY_gL! zYU@zllQZ>sP~-N=_xd>Y#$&hG2msg*-Y{;(48%Y&Muyl?B8M{va_z`)iGcLbP`iM& z{R=~X#ECX8-`Yrke$69$KHwyOJq}y+@A2w>}9s z&X(7FiE?)=r=1RpdzF^+n#2o-#J{g`yR!CfXc2hFx6*xO>H%={Rk6MzWd8#h|6)>! z_X-)K4ViqcbxTD+RPqS*$V_hmeU1C?<^o#Pj(YSEI;+V}-L+;j->iYiFkM(@Xf!oB zzePqgmF2#24HbSD4rTp-Al@?yiTuT52-}L*Rt9$RY3u!eo`mFcxSv3F4ddckZvk~6xwl}gySw( za!KWwL3a@~IJ;Hs)wYjCr*}P6-6Vnp0kvq?U0Iq>CV#nfTH9c!BY#}VDK-UVvZoIS zk>7b1rzy6#3X^C@amPcgk2r+Ezv1Lj!D1M8Y_`Wb4RMdIgL@C5S}|tNpnhbMq+-%0 zXIu3SbgXJ%cZ0e#S~ZpM#@09PMUccGgK*_fTVOw`DGqozu=b*1tWhGnPGWPXUf(2O zu(1Brs{rps1u~s=1UE7`{V8hiT4^rC-h*K{N&MZN((JJ$w`)a_XB|W*4CR%bLO4Rc zuZpXXA$yr5ob_p|MTBP`xt|@1sG-(9YWDD9DlY^O)FhEDYgh*5Fbb<&2}BgJ(aos57NX?1SEQ^F?2E~>l4 zD9Bqlwu85w+-K<%V-b-+{#aBQsqbBYiNOt$&YvXA@jXU0N}i8|bc8uPfbb_|N&v&= zW>%3jxM<;ulq<7~J$GHMu}vZR&I5Kn-sZbDX;32pzW6iTe>|eroZf zrJ=S5*x+y@;$DeTO-= zAhM1bveO!HPWB66gFXgAyBAzFHrKn$3#q?^jSB3eQ&bM{uJZ3C1A?f`zMufS= z>7)NHdSDX{K5d+2_2G7|fmg3C1g}GAi*6HKk||i}e9X!h0f4$uzAjKfP9hrM7;)$& zEr3dM;zeMAQIo8?=Mn^HiF^-I(1et|#Jbo!0DNiucT!LXb_pCfW|rxG9NcukH=^zG zecQ7JkmsP9ZGcf5tmvVOzCXU|XzkUU7#+EYIvi zB-swQ9PH^$$rDqx)ZGfC17R}UsDozPcGE-nSer4qfywIe;0ko2l;eJ(+=Ks-!lpJW zur;#~2z#_M7}EN~Y5&lUNX2WojbzO2s@)_g2K6Jb7M&X6bj=mUfX&=b86=+WvmKkO!_2JdDln+Lc2mXpnM8HbY)u`5Nk1l&kYe%SIYyb_p1g9bSfU>2`;yv{H!uk>S_QnHuAg~AV- z(<<(wMpCNUwY8Z<)@AEXS&<^0s3`UV0e@n=a9|(tbxoqGr&Nzo7r}qBP%?S&)7@RH z#Fe^sM{IzQ%Oz}s{*!PD-A*ev9HVqVdjJKPSOOW~g-s)AVQ>{wX%2;Dohn0|- z_?7RrMWHwsWpfK7SD#v&73_}IuRArZ&j7Y{CSiKm15zE)`cEBS9SpJ*vf~{VAHRD+ z{hJqmOxXjAOI9UH?JG1%;EKKuh{eEYOS zd8`F*<%PC#!+_@No({W}#3ZXAssJElXx^)m5vHeoXihh?IJE{h}+l4@jy-4?j2M|Mh97WvhaVndw~lxGJLJuqu;Gp35*;=t)<` zw>6^37a~>7QcFBdCocP7f$TnRjy`>#kPb`Fio4=E?BoL(lDGEi;fzMv<9#hNOta}Z z`x1OanDE|RLU4VN3|}~D$!aDBSj?nF2nh!Xy~x!{!Z0*R)LXGWS?KFUZl2lP;*Uf* zywXDfO9&^8?LfymC`*k-S7(yR`01}ltqRP2-b6_{GUrMZQTyh0Euw;K|nvPvUgjuKv0C{zqeAUuuKLSM;}Vg1kH z1Ca3}VU<^jrj*)LV-v3`{}(*M$iT_S{-4eNrbif=7}+=o{-^#A^vFL=XVxWBd5jWH zq?bMA&A&pCvWK|Q-O`Ed(h7jOk>7%9MoBxU9kK0vFT&jU!wW0U$6rF#rakXaYd# zk0nqu#*(N{YKw|VX~8~9|Mdo)*J1!zdw=)H_;Cae=knLKrkTb8oHVsvApjqbKr?*- zkf{%W9iRE^6P$*goA4MlH2*?)|M!w+* zz(*GonlYAtYD>)JuA@wSNmg0LKSd|v+NQccjt(K-O)P&rG=L)qzmhIw{soBR*QWZp z9WYrxU(Y{9XZmSWCMg;_Jv*6y2Ju~5 zK}HWX#(~|5fvJ(5DIDV)wG*>{bo-xv7{xul;||UCHI9ys#`cZ1U#f&>H4O2z65N19 zeQ@yjqAco%y02nuZGN=)ReL1mRzy8HhMDzD5i2N?(s@9^ICN6Q^3w-2o zi1)T>s3WjFQzN58qeB4yY(N5fXsZ>y{g&<=em}}}zX(Fqx6eNTIRL5gMEpN&sRZNT zjdfKS;1GK!2XGIs-%9tp!PB#F02}J_Q+=3@?{sXs077izR}H{x zzCAzRrZAZF1ZxXBpKb4YuTzx;g@nWvj~BO*zkemf{d)jHX8f zVE2A^4VI^^eWDNHO|<-CE<>zR8W^{J{Kw@{aWZzT9X~8H_Cj06unwY==i@ zOaVQNe*N&C`?P<4$-dN*e>dZQ?F5-_US9kv&VLtw{gzGP*j{#iG5AAQwqY9qCiTa$ zIDYCX=+16SRKNgjws3#csBcZdG(a50s6YKS%@3)J4nct`*V{GJe|c#Ards@LGJ0Z& z#bK{3A1@n#^i9o-KJjslTWGEb;^5TA#eYhG1lUgd;*wpP0f7B#Fu>X2`=>`nrm-;{ zClC(6-Wr8m5g{Hvtil1SX=3%+!=V8bbNTv_t^&U;=(K)?Lr*!+G3#qgv8Kjav?SOgchM~#ZQ#U^2 z;r(@Rnu46{on)tWFLv@%f9Wu#)Bb5!6dpAKCW5pv>qHh}ON2{ev23J)C4`xHS|Qgj z!szDIdy#F~QNz-67~n5pKcKv8j6{O$6&iW&ss{jak(@x!4O^jIFy`;#2*Z+&l&;qU zBH1X}k7yxJ>fNl@62m{qg@*@+nLR|@cNFofN2y!&aPS;4gr->eae{XQD z>xi}xwlatI+fMfQJ@k1R8<48G^(ofeXj3-uH&|E(@i3mqjPg8(d+MRN_zF+qPz*lG7A^NdcbpnK7FgB^Sc;GF(qo zoaQl1s-u`B4b59@4OXv1iKmk3J#zhPh~)eR!xdTV5S*IsVUL9hATswHPqH9Sc8&X4 zJ=SKlDIw+xJC)(;M3Sz2ke8CVy{ItMd{AKr5dFd|-1WhvBzs5}*&rLGy(6*=xeo71 ze|6?l{m3!ItBcS~_HqZna2z);!1s+XT5xJv!9QTQ6-st8#hvDh+~@b7HaEx19YHAt z_&fRC36Gcc-983{603@?n6IJL5rKKmq=(-73F;Hs_2xWNOK+%Ck)Ns`Sr%! zt8f6GU>%kpR>3n6cd=jw8n~LTspBcZOp*&O`{HD$KC_fL_Sp8~wzA42C8b2`(=*m- zHotchw%aDq-(%IP1T1u-((!=ic%g%S!Wd&;h8TH=cTJn?r7{;KO~Lc8DrY7{V0O=} zg_wj_x6vnt@)`5z0l4&!^)0kFDbhRD)s+kMo4^_^LiN&&YAT_;unhHiOZD64sn#hc z8*Ao2>P!QT*j~3-t%DHYz{^eb!Rt6+#LFTkCNI7JK;y zs{$-c)XZ?O0-)?`oR2x06Be1!E67&_3}eg1@FCDtB1$IoNGzMbP-ZQ*7~8UbB4O;i zBLuqLzkD_{7E=UP_G#0JE0@>j5yX$?_IQ_^nXSDKai&>a8!XlvBEQu?5;NoswViTh)D}>NHXD-@;mF^p z#?DmC&1d;Pq>!kVcpQhr!$KFg9H@ z#{8krJ|O{#OJV+}a`vKicw>JRQ>TMPmx-EE2V2frs`<+`x49!iyjh{gpZu@oe5-Uh z!MJ8ZMkhL{SJbu}R)KfI85N}5VZX!rttIwcf$*<|UAb}L%?1v9oj@YmR&I~vdW+rjDc!KtmGuDez{ zXt6>$fzqr>1YEa2`)}7Sz-L0ls-~Vr-A*__#eBIeJ3j3FAQY#CfxJb zqalk9%j$n5oCpQ+m*#OfK2*8B z$BMNjKG0|BrNjn3cxn)4EqYO9ju^Kq_=%A4WW#Vu7eu$vur0h=pl;CXl$+Y0xu7-d zLa4F4V?8MhS7l?P;k_55V`a~QNscE9m#Uw18^B1U>(fl+p{=w~0>;~2<|Vyzy)?E! zVv(!^l#S$jh{K8l&xw@JNOvw!FgC9YUc)-y-ILnE25+}t;-3=1xw|e6x!NMQl#imD z$VM!_M@6AASk;UVDO)o@#Zh=fiUaY(tLE~qH7tVdFba5GTa3R?7~}WZ1};Ep!h!IIF{eSXjWdlJiw!ozUydG;E-UyizLw6{dg$LoH^I< z9)c94`FTpt4Ne`xmtQeNRL#fZ{tcu8_V{U+7DP0rBN=H>zzmxmAH$v4JYU zU_7Xlzs@0>7xf^oC2pmw7|U)!&LUpvxHL6G9=VcwuBu8yn2Ea@H&n;f9kS%{<2o0# zSW)cCPuIkZIUAKttu9}|41vn#`Q3FMaz-Bkra)29yShv^4_qCe7;(lto{`pXk5t4C zm$G%R{6HVj0S^wSE4=t7*Gj)qIms4hNb5Wm)1>`tvKXN7fBiAC498bpZkt#ig(j!o zdy2{xjHu1H>6B`4U#5jrIDh5V3hueH+Cv?PVeGcG-HDTg!0W7&f+hcI1(BT7Oh7!q zYDsP?8AOPtuRTzD%i}IS;UyYdRkLYDvIjahhiAMl(?5~i`FmC5b!i&IGHWSDQLIqBf90?vC(;?*3n9v7Jch&n7FUyxzLvS#8pA@T!YE` zxyXqmqa=QA`_$U8mK809D6K+14$vfQ`Pe{dUj{L|)>My4IOd&ESmq3*Z;~Vgzm&G0 z$gbPeXOC*@yep$Oy_L!#=A9KeetR=vEthkm5LKyUek&)r>dhp^y1$VTCo_=tpmuX6 zeQr(?p$+^wlsv^j zft7!hV+IZHZh^I>|ELHt@L}dzT0xL+sk_7mligPn>nJK?;DaXR=q_9y_f?0C{lN~f z4lcUqnXA~_-T_$XX~AX0WDo#f>ItY z9K6=hxl~Ws)MzC?9gZ*O^D7Hp(cTwb3}@zdl2WBY4|L)U1I)XNs~_jyPW_r6PJ2K{ zcXPsBrtrC;yJ_;gmX)=*E(a=>?i%zClVQN4?gYxoU!SZI5e#mVc0+h5>fYvPnFrh} zn{GPRGP#ip<)sLJ+^=;f3p8=no2+1Nf)3Dz-U*oIFrf3^#9aHh#tVuOJ>C%etujc( z?C8~KXTV;+7JIX9kn5Us;qruci8XBlThN1maeQ-J!Q|OPC|H4hr$jdS`5js1;z_sd zfbFGhsRl-cRB)6=8`pqT1D4|N3w%&x#6~q}4)8?@*j+?Gq^&Uo*~l}rU%wl=-4=ap z4=$@5#KxU>Aej;&SmqQ9dQZ-(zvH$UVlNbYAy2?)Y3?o#Rx~q%*E&yJs zaFxQ?$lTmpDJAZv`C}GD$s+R4ShSG(A?lGjqSaALmIbBd%wZT` zI@R3?SIW>GHL zx(yKN16o$rpvTWK_=HSCmBcp9GgBgu7}DnIu)9;ZwcL;Ll%pnEx#Et)=y^?uZ8yiz zLRmL?MsZU9$!-czdXsKM`Nw)dk!z!fOM`*vqXe{i!#d}0gaj3mL6q5>^$;~JsnjlGFb3T;7m%eEm^Zm} z(Ykc5m=;kuc5`@g&}eK&V@z&?By&D(Syi712?oQ){!6(wuYugh@hYE1uyByN!mhNwVNM(PeB0j#=JK z5sASJ6nla@(nT{njMe>;-(o_KZ&dPBTu)m}7$|}9Wg=hZo#Xi`0d!3*`*X9~J6S0k z=13K*KZ$QMnR{XMK}auLH0PA{c9bVvM&4Q{5AA;KG0+mH3$#@|^?ncTntGIZVjy1A zWMe{ntU-wqH-ZTL$Fuuv$xp0l_bPOybUprud37uvbnyeX$#Zl6WepD!X0`f}eP zuf6V^l}5Fg-n7Fcc-%Cv8u~YAWoKtLb-Ilt>QLZ9zj9TOg+KHo$E$iW2?-kIWso+Q zYW6*qw>xq#F8S&5b}Pk)IReOO0bYEy5#MQqG*htm`8Qn7e~q!rMyHy=b6G35qT48IPQah`;|^f>4;Ma$}DL8T5=zS z7wrujZKr~3CaDn|k9*?RWrY3FJ4e5{h?UNp0I&haPF)2XY7ozlwJ8u%FURorgm zi{*S9jipl2A+jHXObl+L%0ngv!p`STs&|pTD>4?gxFH)yJ`r1g4&|(HIb@U#?lqzD zc%%(JrYG&#w=OkNM#1rMd|-8E8-vHr;!LCp&yHI(Q8Xq?R3u(QR2sa97yWJb|IDr` zd-W+bXHd^Y3-pn!dU%^EAbhgr3{kgh8>eyB)yPGC(qRRaOx;eDmkff>B=1>M7tZp$ z5Z_XqBkM}pC(<-z*L8=OEw2+D4z<1Z{AARyNHSXQ^Lz&}LtqTmFI#z{C4+8qXzNtHvE-S7{&2VD+Ujmfk~`IYoM{kPv1TqdLFYP2CVeU9fQIhp z8hzM9mm)C2oL^uSj`#gbbhyZtdfJ}8ewwDD%R0EMy&O_t{2$)cKl2!dbwBF9+5e5u{S5i6+C)Q4sm=g1YYtN{3*2W z3%*k74q43XS-26LCxS9l4oihaZ!plTKN_2)#OQ*%Dv)(0+EL2Z*#=ZvpV}AD5Zmp2 zzB1%bTyMi(7;dDgyO<#u&~~+$Yb*zTLn$MO?%-Anr;qlQ(@m! zR@?PrPWlx5#t7>PwaN05Q-?$Y9k<&a)E$u?E^LS+h9Dc+R6)YDDF639tQ&}toIB{b zy7Z6|cm90Nmm=v5UYR>Z7Sf?FTmAN>_RdusAgpapJ`ST-U=7!N)6#*ofO?^MthaLe zoO)N^#iA+5)%+Y=H>`ltLXrzOg3Ei0pqI zx&T}=HAr61Q4}W&RB)L?T0~?&w}J473mf-SpZ!-)|tdeg`FDsN0(_y8K`PRpe5 zk(%3Gu3tIcFM(xuj+pJ1bA@~>uX@aC+HYH$Y6c+--NNTzbFF2F4dqo$x=0%nrkmF>`b4HJ_)wF0o$3R zqkZlJk(1VlZAmU)7zJ^e7uHx*hNNrFjdpzP-uUhB|?6`OX}cu+46nqYuVYRjs{ zM?+n>-fn``PV&gnumpP&D%on3liO^avT>BkdT7L%eev34IWR`?iO%i6m03=YaJk?? z4I+ZI!I!q-^UGi?qA%fCRLof&FMAegHuhn&S38i@Rk-I15AaPt#x1m<^o{I@q4O&H zV(<^=B;%YgjwQDj`Fgfe=5j#gnBaAEJ4BPINH)8O9+4S4$j{&yxSg=!95iOqTc{(q z@_!^+T*W4RHq*0qykD}1YDMvqe(5B-$`YLQNrY~o^)B*YTkbl@~nllBx&JESu z%W%@8ZJ-&iRU{OgGV+5PEoAJwjdZQ9SRtUf3G6hWoy0BGGf&VABAaL-lP7ZU1)GNI zKx;hobGA_$j_y`$y(m2;_KJAxcvO^PCekl-DcS_eCls=d?y@D6DaYEO-yHf6*d!@C zE#h%$HW!>S#Pv>aQ)phWIk$J3w)*q@CNf8v(wlLdj~>QT%H5|uuIEt>|G_FtsHO0} z2t)Q2ij`wVB>EI>nt)35Fcz0>{7$>sk+N(XboO6a?j?jq^XuU7y2n7;5YgVx#1pne zFprw~@k*nY?ftDuz*@_iB!Rs1hIMxJV2$7zoC=#0>5`l3Ka||%Idr<%3VhZ}$JwO4 zT{XZ3A8!SAG=FH7Fun@0jo?t!t7Ecg6LpbOFRI00T0J)V&d7L1C4323YyY1 zj&^Av>`Bd>zsh;vC$O&J@Yn!Omvfq$wAP@~fqSPXx1&vK9zv1wY8XkM$MLfzMt5t@ z{elKZoPET{F}nCfas?*QkQOI0Y&c-Z*pXl|iOkaj<4Uq~n|pJWF)ti*9qw z{bREFM)w+w*60uJVQqTFWisTkCv)g&SnMW#me?U>>}CaBwLyM>&BwgPL=(#fXOQcK zL!leK4EoOVE zxk-DE(ULc8&@BuSVxEWO_31 zd1B-`y2f^W%iYAggWvkd8##ZqZPa{FO+lVcA`WW3phcj1u(V+wn()RxCrE;?mhC+} z7dF?t8Y9ow36AWR#THI>(_k|rV|1sAn-yD3JwY7}P2eUTi|0~|49`h(Lz%A7SN6Yv z6B{ni%pCRBA0L>+ML!|nspP7uzC0~xWpXPG7*-D3tYhi>MYDQQ^XO93qy8aRB91WK}Kch&c*51qz)DiW8S#rFy3pTjQs!}PMcV6wk z2V#IiMP=v~6sjcc)Ow_!hg0g{>z6@7?p=4Qcxf6jEnV>JdDAhsP43UdL(G&>>dy;x zG6I>-d2uf02x^fSVt?N+!yMSsA^52?H#Ul%!AWmvPXKqg5RG`Q{%_+`1tLE;DSZQi{3*l3O5 zceua3z~;$jOEK({lUINLSwK6SGv%YW_vEZKsWQTiNJz zJZvSHJ4DOf^+iBBy6yLK;<~jFPghC&)Nzb(lwXSY;Yk(?(`LR#80(GWgPYEE)Kb28 z!o>#Y`{X)AJNQ($oqJ~yXatW)1Ly6He--hPr4Z>##9(FrxeoM6+Kzc%I!!2b_3*UQfe-deyK>_c1xGkK(%y%U{Yg5EN zC7(Spg3)XhvA;Do27l4H+y-{kAc{nJ{mR--3}_rNzuMt>;g6Ng2)nBnjum?c21y6jho2fdTd+~XPS`7mmo{oH-b6%e(&P!WB3#}8Kz$1zk}HDXN&2&{WMHo zT8Gq@<1Ys(v}L@W6{HD4*(o6wJO}1Z)Upxj3pA6Y8W_e>Fz0n;WyEALJ5b$i*KcCr zQ1KW+KPi9=yx2%d3PyY*Xnwl;X76g_pFVb>!X>owQbVmMmZt#W-XF~F!CnLMB~%H< z5%0Tw+uF-)Ko44p95l#% z41YTJdfs`@kL6bHXqq&`QwFd3S76EtHKqwlRke@0^-j>x_qnD@nH>+KL9GXpNG)0@ z1W&~b;YY5eOpv`uKgJ=~ojcV;JcrEZOd90j?P@-1x5y`Ihq$p37fef3IGz?-JE zhR~4d7Zj7Z5=`!%@%WLNGn^O0Xoc9S=(rt#YCn|7BuJuOoys-YKfZE$i zu#z{?9DnEF9P)ygTT|D}ESnDU1n;dFg1(^H{XmNG2FFUw@1`7K(G1ZVh_MjJ7=9T) z)?S`0t@Lru7yViE>mp4PdWBWX&Ja>g@`3KQib zIzQzxUiaV+hfWA(%U$ffxTeG&0|5+~7D0b~KP_b*I?@~HWIc(TNaj6M0=_1J!2wBd z=Jg_!j>|<}`mU-lkSj=N><4%-Ra37>^`lnmWMD##3Z~{BX0MMrighdIDTX*jbMO)A z_79QuE(vNilahBEaaojf}E0=kO4PWawtPRA^J;_Kbj>fg{TlgeOo^(CJ@eocm-NDB4g3~w8 zxTvx|!Dxs-W{QP9VPe#+rt~h1qyo}=MlyUf3f7pXrCQqoFG~p?A3lJ(0X`NQ`Dty1 zl9oyP#a;pth2#%G56qr+b)z7HOnKFd_3={R@q<3Ee z><~o+w1}BhZQcH`Og*(DUD0A-Nt>~E+Xd(Lz-ow!5Zh$N2W9#~5PR5i*_&YW8h;ul zA|o~jhs-yq6byUd*?aJb(=0ejq$1Sv$8@6?`d^?U_G?zp!_2|Z_*NL8ezE@b)>XY` z&f-NQD|8h)7o07JrYlgz5{Yi$xNXV0;9yG*Zz3^ra=d8Aq-A~C4z^CuL6L@(fr*BW z5J!N1z-5F#7p*|UIX9T2VA?Bmy45$k z*BEeRhl;$3zgsZBKeF1?YZ+5UqM!6hL&4`(s#R;-LObaXtQbiW^FNQ45Y0bGM!!F2 zmXDj%48ZUDVurs{LM>@JOM=d;OLCZH+WnWrvP=~MM%)mfILk^k$LSeNzw078+#_(d zS#JLmcc-a#k{w0K9kKE)CUz;wB)>M7C34 z=PqnW6MZM_8JQ(9WL0_85q;xNndGlMa*EZv-~pC`XG452uc9?YJcnV|gTl&<`CGnu z)m%i^k^>+bs^sW<>BV+}qb@@#gbkhp(hJ(@Akni0+NV1rTd*+acf@H(*0s&nBuKdyxlurb8j~> zzv~2)a-mG|!2Fo@CakDYbX1E8p9k;cQS5Gujp;08#T=n04p#fX2siqtKpmSBl4V@} zQ=5Lj3TZCc-7yQ|wvjRYd>mY{ap!sMjDPGbCh~$V+0SIF3-AL-fqJBwOfN)8&rwzz z;~WAVeo}>-48*S~qx06Riw862`vVsqo6#<78nF!;Fx|11A?7lk!sE8)p8;-Q_r1Y0 z-l=gFgIsP<^yzQmK;qr8ejIL|8ZJJY2k(_D!&-=_d*(vQEG~P;hIK*$)G_?E&cgj+ zHq7V3*JLu^q-O`8P9`4fFH|~> z25H=A;o7rwn+@o_BDETR|D2NzzZPQ0FTb(3Bfsxd|;>ns%ksuV1O1qKoqE9R2 z6eB&hv1MeB;p{fi*o)~;tfw*y)r;`c@sIX04S27w#ns9hN9wcfUJ+mAxFz5pZzfDj z$kj;^w{|!_N}d$GzyGkVE$j^(MQuSIFiSt;SQby+aY(ANi~MI45%#@I#?>!f?PZLj zb_sp&ox7W&vt?dcAl?9lFLGSJz@#6h{p)dbYT_VIfQlo5>YTT0xl*shzj_YLE!I9^ z=Q`R24|3=hLF6DBG>l(Em_r-V_8BhhGbR2QWwJui?h^BDj2B03-W)>{HGooi-9ERO zAkI?FS^;DaqX$-D)0fzFd`F=ivbElgl2Zjg1?Sdp$`rk+rDM2AZh_XIIu41_o*d+T z)!g5XtQTB9OpFd+gKr9LaLVDx zkM<4M;U{9gl>ThR-KnZ#@q6F;b8RYNo-kS*BBh|tat)or&%qM`d1e&h0WLONbrkOw zg|xhETd5#h>#e!7nfpjB0Xo*nc_Z|l5RzOzmQf->5zw)N$QLbpT33hS0C~|1wc_t-p{3XCA(6hii z{|5LIE1v#?GK-Z?6P3y<80{?Wgko5?%LJZuKlFg&Fif%F#LW~sRf#ti9iYmWD?%_< z*|Wrjf69kiag}gF{vxmYaz-3x@f-R~kkZ^2%!NDZz4~$kNPRw{;OGgNkC2D5^Y*;( z5(I;YWTcTS3{l_r)Z*4i5ZU4b^+n>hwY9(UWwcCSaY|g7x#IAyqkOIz$afHbolhEz ztH8IF7+=Y12$;&qz;>1B<&zYz+ncv5CfdtF*FKkYZWN@P8RrW@ou~ZJ;Za}mTl+V~ zU4N`p>$WhY6E5L8AutDT5AdWQmE~bxVz`JSG(!xnl+R()sGTw9@~T!qUVZvnhjXzU&-r3!|w<7@!xFp!*?XC1~kjCAU_lrGE%6e&ev~ zw?BC6Ze3(@MdDyMtP)(QKaJwlAlySpqy7V2EW)HvT+k$D^p?<8q<#u}#0H zW!J$GJ6{$MbV+(m@&a#neYW;Mt!E0ZiV>0r*SJ(Bg<{)MJvAjCtgOcojhjB#`O81? z`FFfVZkR-kZ*q;pO|_HIj^3njA?ij)!-)FRIQ0uDbc6H%)Zv+wD1YsU{l zD{H`t*#e$R@Vm)^9D#{Q3{OrbbKt1cpb_!tvL&fgM3Zezd|){+rSxy?&ue1$qaqDB zv!SNLM>LvK=G;`$;RiLx1Xq#j&VPHr6IoATFY7=x7Dhki4!QJlqbFe#6RMl9xEm5f z<%YWL*4%q*%(%D(p#3bm6AadFAB+56)`^l%?|GJ~zln%t{zcKrYAy@KL{1rQ!-#As zn3ng)Kjsp7rB(WNe~HsM?f1(;LisitiXJ*qls^jX6+8jGlJ7>R$O_LD%+_%>YI6s1 zvL=3(nQo}pbom&ICpfVRb;7s4T)W^04J`nRu6yuoulM#^Q5lF$dC%$(l)vN#wZKU0 zEX#dE#Z&iSMCH%AlvNiYI$%n%y&SUapyfx+IpmUR-0kw^#zOETY-LLgl=pObVC4}& zU=CCk7Txm}v?H4PNl5;1hYdcGp@|TH%T&hL*5A%QT<9wZjRCQzk!6V+S#4QtSM~JG z(e#b$Mn9W)=+_S_Y!4-9O}E?L&K>es{gd%z&ccZB-ig8#yY3JppBZvz0V|H}XX zBMUR*e~5o30ybu5w*RdDoBwBL;$-~)`2YWf|5tWVSKe*|BXK4H74{TXv<$tGJ-@*S z1q2Jj#ON#$iN8rzEEeJyz>+uzvnUoW)}s6Pd;7WlIp#C_nC-Npd8_GF)3fWw%(J|_ zpWG^{F@Pd3jxNi9E)GIbRa!)B1OWypK%h&95DwlyTnz0d(Ek$wkp5&~ZpHyc`GAk1 z!2)yOc$gH_zQzAnUVIN(4Fq8t8U#ArA5?^&fB+tX}k1PyRfU~6xMpOtP883pMC zMn6%6)3b2D)s>E&`uiE$IHVD9U~n)Hr*A1>5srZc2TB0wF9Dq^Ls%AS0Ro6TIB3X_ zHutYepvv^@$cRF4*5>wh4)np^bco=lWW58x_CB2}zfC$b%r#gO*bf$VIh=$4HxCZF zKV-QTxZ4kLaZsa!Ls-5+KQ=fJTnJ%~U7~iv3IofXsZV}vBbEFRV(1re^#`~=@Z0GN zz<~B%-_&=;cNGH8I~OKUNFfdmp|~8!BAPj{Sie6ORHZf@9vu!p#Nr1!LZH3q_L0yQ zfj!9Z1=wAe2ZX$UCNxAx#{C>*PJwxQQ516;GtRx0vf^lU0h9+Sn~m@%AKYX^k7X%Mz9A+i3iy2XG6Ib8i6MBPK!L$QegQ&+`PbbP7Q#C|uJ<@? zlVVsXiZ8JtcCKf&C0jqHfM>aadca>DDO{H!eT?{L{K2fiH-Y&q^tWG`&t1x2^i4mN zcRz%mJ}*Uk5dvRg_20lRdXQnj*t;)ery&EiG;E&o0$b&PFS~NUD|pPQe1w%>TqW0l zt#Uyui>Nm*>it3@|ADf>l$Z~2dAL7Yf<&N_^ z`p;KbfFO_leE)Mu6lIpRUaI!{X2Hyj948xo7&G?c<@hisg59rHsj{!|5yfm-)6wWj zt&nrL`oIpKrq1XkiEUO_6ZP&_NZ26|1)fprAQH?! z39DzaFftnu2dP|%E3G+yq=k8DRIZioZ>EjyP(bp6St{9El)ES7d*q0#e{D22k9$x5oVs}_vBVlWI(WqA{UO?`rV&4%AEa2qkxqM2&a`D}y~5Uk zddv=DO>KE96K4)ddmi%O+=HAl@jaMq+yQCQYEqAsL*#aqpq&wvDj^D3o=ff%uK1MF z@jr6-HrtABAy;=Bq~3mHUVLI}3j2bCFVW4Qxo_hoZH!faN9m^n#-SCs=u-NHfJ48X z#WN=*;j}!0UP~T3Rv+Sx#qNpQi+F(HRcs$hS9%P{GHouaFPrtR;rX!9M}YVAKTDBZ zdNink34v`~^Y9GR$v)TN_3r+QJXen(P#TLYa-Dz8;>;V$p0`^d!)1li7|vUHD0aqP z$%c0rT-2P)jvkqPahlr7yHe|0Y(~FB_;;_cIrU-f1Rhmuw~VK0&d)=U*I8=OpG#2t zr;_D(n2MtDr)fzgs7t(!H#b6mUxVmm(_JMs%ut0Q#hZwRGV6u3q&b_Q&e3 zul9p&`}@5&UBoVEaOtL|$&u9FFzwR5+U(SUkV!?Bk2QTCR6i`Q-=yI!v4%0M{oq$` zd~pLk*HndE+xCQvjj_2cH9EnHoJPOL&(ilP{0qgfueOR?XFGHos=;@7La}p(l9@5t z&0JfS$pxq_nZFtsmV}0JH^s#;SN~yIgN;9JFFg%Lg zIxjHN(m|1}{nCr32-*lrzDp=3fo`gqKh;QK9F;=iTln5M)W}C=m^5bcel^Ji51Nv} zzJU)VrW`>DMHa0IqKWiM|3n!h{Uuear+f2?R4l#6QbE?$?NT!Wuo+kMD!|(M7XAjE zGClF1@pnr+tf48o;=|ffKj3TV8|fptnN9@8s-@1qy{p!H#@?LU*Ki-zw^W?&Iv!@d zG@Jsh%9uReWzj*e->zjby@RKocwz#B77f5QR?B!5e{1B1j5)ZqE<);>ZhTbyIHt|`hJDb(hPSPrRXM|i77x5Soa~G=yx(%x0`yTst^eO6oMAF zNy6duy?HW#z=@N}U9sQbQ(%~52*0?7IQZ8W$EH8`ZG3O3e)+7V9A_@95AoEG!o~eN zz$sSD{zVZ%RokbGaw#nLc0@v0PdyjBD21zQ7WQm+L4QB}*MzI$jgE zHFbrYw8VEux`$gRYlJ;1SQ1ez+e_>Dyt`S7mw{2zdjU^2hy5)-mX+@qpjH^3W(`~b zxyUKc`DWuKSH=~<8<>!wOi!y z3NI;nEgY!CwU7m$g_0dRG?F+L8i~l14-!wECQMf}CA!UlhZKz_1P7rTe~3F|%XNvK)V+YWPx z#!>d&6GeB`H>@`>Kp04oER}te@ZS`zIq!C^p0rM!9WvTfp!|BPwTzKeP4e9=zwew7 zTU*)odiK1MExbBRHX%K-(6$aHLboXJ{&<)>2wwoqK9H&I_Zn@4dR|9xQ8Fz|E|Z7# zJ&)-hoQT}Hkx}spcLIy%@}7RaP4ugjq&4&W2|RG4Si>_h3F_}0UoUL3*H8g02plfG zlJsY*W&iGyHhFQ5yM7YwSvJctCvBO;0Hb@i7Cph0d;|XSux@lRw3m573ms)ew(WY1 zHE^|V^y_-^VHnigv+6Lj86XH^L8ngAvC0)6Mie)ohH zNQi-yJg7l6@N&8pivE9$okMUYP@A@6+qP{dZ)|juj&0kvZQJPBcE`4D+xffdubG;u z`WCZ1o3l8pQ_p=r*VV2noeS`;MFw)0M<2UT4}z52YSOMWMxOV@^egC-@uK`TiI3It z^oQPY4qS8>OiK~7WY3+|HL$lK*H?ZTdsBUcg$=aS+*;zB-(@_8lp!_|U^~G%$7=eN zQu!0cfwgq303D&BO07H#YmyPGCtBdE_Zn1?lATp%AyJ&EGl*kg1!aXM?mOqbI#+7w9so)9BjTChRlPeOVi|Mo z4#=f#Z0#$IZ8tslZC%O6Z-uHe_5ohoVNJ**NFn=2w&>{m@;S5ADYiH#6R2_&AJv2| z9cJ49MhD;bu!6PS=6B>ZmAS7|O-txE{RDbnR<+a=6-{&RJhA8rkyPKT7p>?&KRVOs zq;bPZcu#wM!%KdW-z>#38!9A4dzl=A^kS3fXee;nS|ZfLG_o~vC0teb8l_s&la{jvi z3Su4RFIeG1N#0v2u80Xe8DOtAH+v7)<|RjO@WE#cTO)77W8>FvMtp5mf4GGz zAU}BSY+dCcTYb+^;1(qu4K()xwE@lUiO$3ts9UGWR!Y6Kbsrz!GefQX!hw5_g1}6O z%f1Fl0-%3Hw*^sr(W?}Z>nsUBys>p{OO5P)E76R^#L^cogA2+FgJ8!&sGHQwG18Q; zQ^Ul&wEFEWNQ~9WVy#YC3J-eEbQBCO8;OLAI@2I98EBMi}M!R zk6hhL9Woi_%Jrx-n82cLXDy#N9%66dvcnfM&qT2S=}3+=vRCTHV6#3;3i`e!jn0mY zL6Qya;?@j$!O({sn^qPhzbV}-F6X2=*NrLoQcNdzakV{8eH>?Mgjr46PIeK@s?no7 zX{YL6hEG!E?yJ5d=>M%(5@)~j&dTqE&?v4V0%u>`L`H^3 zN`Dc1x6fn=F`v3=fYs|2YotFu)NPRjV=V<7U6Q*wFrj2q@qMGLhsdkwWsyL@PC2QN z^Iei(X6o9OB{XMqk*$tR+py1fhM?MT^@<-R5=X&wc42MZmWkHn9J{t0`#7wdB7Rs}t~?0+ zvo-5Ef4nroGO^D3(;QMQ8w<-TlNHzVM6@yoQQKd);$`IU=KEWb?2s|Du;E;T%pab= zSasVqP);7_QluD6!KkQ;Hcq${4$z$q?cbITYk^*mHHu=Y*;u_4O({K8qd8uVN}r+R{7`dr^Lab6L@&b|8{*dv8w?h~ubtvnO&K7V({Y zD)*$_lSm3k(!AHr`YsQzJ3@3rNHpa6%-A2j9?Cz_jQT{cgDX@LGRTw_`1(yKnrdHx zG`z02olZDpp77vPFZD#mM0e*aAbi8@Jv$+G)GW$Y^Fr##5G?aAUazK9YiQI3d2pHG z@R&#X^MUvDdW-0lZBIM1MoLT&GwAhtDMs6)GbsA^n#5(z=4gc%#R-3_nTDKr(f>o; zyYlIc**HLLn)SuYQie)aO16h2u8qee5CTGu)xKi^*nDUDk6n`I==b4T#&cS70_tL* z-N*568Lg}xU=gu`4_(~jsCHk24$QBa!GfUU%m1ouBsbAw1w+5gNok_3yn5hl@7js{ zH&t!H=`y&Po5-$a@$U!fm$bW>+MFOp5-!u>Ew1K#uTHEPGy8NBiEyU z0(*!*2_He&d;b+Ls2HE+s?H3J;+}2eg?ih)0w~;0P)x@22 z5bJG9W;w;EFFP{ ze|@YKcOUs*=Y;5<#WYb@LR~>Kxw$`ZI1we`v(RQ;wJ;rK)eTao=51cLk#?Ts| z&t_=w2~k-(Z@;Kv{DPLFk52roQKU985L{%BQZjg#;|CI`AF!5}^xYh_dNUAC-?H)}y8J7@_eZiUe_;h~BjCV$=vy4$VKFQS(qG8emO{0|}YM42a z4Ld4>+C!0DapK_9q?7%NN5sG*3|!?N*?UWE?j@l@D9)%=x{lq?D=m}#qY}l+ORv_@ zzy*Ha`>NDi&b9tyFNcx>I*e^1b1;#&cUiwYpp1k=jmCz5THvT>qu=(QO=pehp$EbH zYI#04f3eDy9=T%KKHfHNHqD^sdPF6djr&kiI zC5giEq=ac!L&wc+W4-gj_TQdq{3TEOnSS0HwJ|fn*rnXtFQ4v1GN=!CwV>}5usl^o zs2S|x`me->LRT49{i9A1_^B;X17-*_C24n#F+Es*oP~{W7_;V{Pi^<{ z5iJUQJ@;MAO2X;tVwD4LcG*o3`dze-WvNafIP>_zhU&?uskc?*O*Yev03p&DiP@lp z`ARk`FaGi`y6~$Q7kf>wm^GH0RDZi-$w z`z^;-W5XZe9d)uMUoq~t?8UUWdPkCmTQkLcS?82f7mz$)xK;>0KM93Y%y^v7fYV_N zy#34_yke!+x4PYczfa+EHt&uiUbUtn!h^7DrzCJ?LviaTGBms2E96F@i$-l~>YZ^U znu`Tltstr}>4>aToU8|U1@Lr;+nEM0I$&IO!9AwOGnzfh_wb_;b3*NL;}k_#{ALwZ zv9Pz5r1K$F8F{S?y_Ql2VL;L*F3^!y6>n9JkMFm4>m5|lk;R8jy>I-k@dkp3RUA`b z2M(0%>CNtz!|-}P#XRkd@zp|vs7%jyb1hmoV~AUo=>+h^<5qb$=d@4M2n4g$LyS$J z+=_wc@ykXj+q(z*_f0H`eBGd7;6Ex$whBew#Epl zrW4?R4Zz4TsV%Gv8E-1Tw2%eXEUBcZFry#cEk?X`-4r~djfB4&>=TpygdAgx`pvj1 zd7xIW(Gyka%=zOE4$tgoB^9?0lYKdm00&=t)|2}6bII7pJ%=!00C5;IaYB3*OcP2m z;~hmtE-fhVp5%*Z0SR;EPO^*(!^)66J#I;p>qv8-Mr=8LH=QY_H-R?JpJ2`TM%@R$ zyOL2L1{#JUfW5+ZV@x7a_rO~TZC?$aFbp9*pu^UC8>rR}=?k&wucpm^iaa_0Q{>6b z%Kl#=Ckqib7c2LFo&IO!$;`~e^8bx_{|DsRKVe?h1_}q-LR;%tnr9MHRUx76EI*v0hg14M7T8YF%YZ67>~7}DdMn)hj5{*4_`vaZXg+L zf;K1=48KZAh6spGEMfKkp`RS@>Kz||1AsV);$Hxw;i!ay14HoE2)~RWMujegrpwv( zksuW)>q=5!n`Zq8fSpZifvdZ^HlzJQKt-YXH0LIVF!B+YL4*E9 zp0waO{wYyWpoFkdot?am5jm`^Lt{#(?4*78mxkcKK)HjmHwBOV^$LNdDO~e^%#FlL zfX&qda(Rfl)fBxiG_#wF{#+9zZ%3dp`8TnUTzRieDiJ0S zB@)zOfOr5NFcBgvZK@tQ8y~))AGd~IMgfg?7d{aJ5NtV8JmM+{*q7jwD~AIpuy(e# zkifPd&o^#CLj%ZUzbONdayMCeHVz4U_Ezs-5(@hd^)7T{O zb4zaTnO_b|RAoncM)&%*7S8iT!kyAh?K*!9D> zm#D7p1_$f=c=0U2ead6+{91r;{(&2_>hn8M3KZgP7K<2t2>Y6jZ^Ss|F+-^+k) z4u$jz5I9ZGSQBJKF*CRNJ^~RcJME2X-2?t__4y?}yBZM*SJ(&ILq=(~Ha| z|G>EqQD^=Wl@I^d@E-RLNL|*CR2L{}tv4Jr6V=mb^~>~U9TejMKt$^g{)pR9FH+Fm z9?`f&h{gdFHB5*`1@f~OBCh@oT!8NP*HKVK-GfJ6sJ3$luKa4oy&NkGK=eE2iV%tB z?=@$zJmCakMLy^Z$Q!6|+VO2ChqD`gz7f#dpHxg~d*_fg|4BI;8zBsaAD&fiU*2zm zsvW6PKYl(r!oc@05!?=V^+9O~YcaiG_X7cF92XI{9li(@}Hrftui>Dmc zrZ08>LzJ*9SUH>d6Yh|wv)hsudSycsL)u`rt;0h9wbzqR?o%}sfIe*vO`EB4(N)pk zsHlds+V6M!-0&jHeA>t$mpn~&U#?jhJryO9V@_0m0DLPqNIfr_-kr+?j7^fd8t+x6 za{HZj8*{A?xNt^8Lt4O~hu0(+nSwcG>Zn}Xc7Fgo)fs0;DKLq;ir(J8H;5+@)> zIDA;Hu=MU+@yT@*VxecI*#_AQEcc;9fMa%?ORn3QWL-pZXh9YSF+0caN`srWLj32f zeN53ei=NWYWr|M@LqeunYhPrUN&e5=J4L|7_kdGbC}Y|?@y<|8bBxF09TH1uxIvzs zgRX;wyUVB_%Zf00x*s40;$_ZC4e)K5hLDk>^jW6gltfU~6$RxhTbdwr`O@R6xKuP= zu$~a{TL?ce6v?-8TTzZ<^>!ryO*O0jYZu}O|IMeWLFN5x|)R$tY68e4j&RZ0`4#gKIEE+jd7R?n|fk@J@;We=?^ zvtOA!Kj`~mHHlYJxQ(LZd6jl(VD&f{Q10>#ye5^dXZXC{Ix+ME?l*&M-|??d-^Wn#M1^X2S*Xo zFE=`T=&pJHI*=ydZyFJvKb`ydBs(FxrZ!#dkqUIGm4tQ#@EG&Ywz_PZwI;#PFv|)qsRh)Dgr`yo8b~9IPN_0mp|bB{+fO&k9oiA3Ajr< z=D6)^#X6%y?-pg&Sf6Do$7*k@K$n(b3IBXi)z)q+8<_E@p+QYxE-h7CS91GuZoyoP zxK_bpGwqMorg>H2kw;Q^_Yb)}y6$(sy#JO%QiFDUlB8(lU&2#5jhzaS&&x zC1oW;HBUf&8uRq=2N_2|ds!+nb^hpyayB>_+p$uPh$h3FS^Nnw0&y0SK2YWYp0DBBY3FX_m9769~4fkGOIM>Rc*smoR zmU`c;Oqr)%XPuz2J(6KqL^*!}QYLi57< z^~wVxXG<5Q%Y^8y0PQC5CEH01KBVTPS&lw(A8ODY^mvG4E?x)jqH8F#jP{JJ%5d1` ztoXm%c9FiL-wko3yt=4OAqQ;lr8U3rST7XMh&Z2eQV zOc0ioAt$(o{at8&SUCC$!l$u4_p&jboN0b#Fj(ezqRwUug+C_(aEIwKHH6WZ@9 zfccE=;Mt<~HAnSzGK0^lr9hBvcg}P@?U|MM z4V_g7^2|ny`gWCWR`P%oQR!YTTbP2+}rxdDx`kG9t zh2u1wkc$4!(hdIgB|yH{kKQ%g1n>e!Yubsk}@hW<|Spypzf+E zE%AAp)Jl08w~QTdI(Z7ys8qe?ZiEg35fDq84`|HEZB9MfBqf>DGHG6F4YU~{ z&BIt6XunUt7O#ZX?Y9y0kZ!vho?yz|YVpy?HbsUx$(4JRPwgNptew z>8@jJpk7cFI1UcS zM^j1cuu$?-LL*#u_Ty-__hSP4c%7Cw+&F5UL<&_Se_&}ZlDxFgy33~yPxbjADs}0Z zjx+`rF#Wnx7@vkXEO((^aukUXdy84tL!KBz!`|TL-Kc4_xngsP$v(^eSjky%u7T*O zv2l`EF~M3zsm^)tmA;IQ4ynIQ1auEwBf?!xXSwq4Z^AA5n67z4qT=<`W-Y=vmLr^k zCC=`>+w)t8)RsZR;IT+%*O$YeLTi{|8*p2r_P%((pxZWtja5{wd@W1Gha=Puw}(V> zd#2{zbl-AZ_FS7~8n2(u7$7PTS^{4*^uu_+h)DSz(H?@oS7n4YC`{-1#|HR zV`ug-WHp=Uu&4SrgP;x|QdifTLdt01C>X5|`>w|6CatK{LrB_r zF~(3a^$aG&8?A8_Qz;~kKMqI021WNRX7R#8 zy~srSZ+WwSUM)TEl3Roa+7mICT!flHq@huC39_5FM6!J*E1)W>F26 zVtz3C@~CG)>BvZkK78hjSBzXyK)OZeM|!kPKec?hu!vFsG_7GM`$#jf$1Bs<^T_%UOF%o0;?FN_ z`CBM9BLI#PG0pqaW`^f`e@%fzOi>cyR^)dk!#(8fT~UjSC85(MehjCi1jS}O1r5pD z6$BiX-2A-+Pj2g-#u{`#h(f4{bGB1)jJoJDMrBsU_v;XJtMs$CSgd%6zCGlKv2a7T zpPAd_zn^J)q4No@4n{ouC3@I$i0cV)b|ePu$9}W=R}O3y&hVy<=oN8`QLTpaS=9O? zL^}@g)W*BaqSJG2scS^*aIxO+zaY9G9(O5s%WFqFJwBqqP^HH1x~^R@RU8cPP>BAA|z$Ou&D z;+0eWbl5o7U9$FSrdPE)rKhec^yteG<*!$eGx3d)VH)M1M@X2(E3*7Gjkwf~OB3l@ zEPRQzF}_(?2D2Ee0kaGV(u)RG_3bsQ48Zf?>}V9WCye>nIxxMTdHGf}VpQe5e#agP z_h^*d4_Bn(?&0}-Wr-Fu1n;v$?Q-8hZ4Jow`Nv5*J)JlV^6-~jW&wlxlcAk%WUg}K z`s!VAETrK843p^w%Yl}DWCUK{)D82)O_)q=Ia=h^-jTG%*V znobJgRW)bgJdaGFGMPz&=*Tf5Y?t(#hOU|BzR zCe2_tz<&2^mGNvX&r-I1MA-gS282*muhN%#hpl_`AuVt3D|+(ly{~FyCjjY zA9UjjuW%yxdAuANPrJk<$bK}psCuxjXl|EZ;=+8rmid03O z+2!?|D2m)j6~^1fNS*IL&hb$nf9o*ltkWmVChWDmW}CqhFV^a_@>yC`Z)$i`RWYclVK#u4Uz3fe>1r%>GO= za+~rdtya|*0TGv!Sa74cO8L;zJgO)4tGYxQ!)8SL3x!YV>z)lWj%x6!3fgZ9)Bwhf<*wA z(d7b}xZjEbDSMPW+NX#ANjlWBlYMwDG?`36RkVPq+eEn+#fu=xFITS_KV~oxKrHvB z)8NZ(u~|8(f8RDUl5^Z8nTk#-MZ>$sr2XWIC3<$6MKu4(=}$i!=Pp zFOEE$Ure|vAVcXY2u}!uiPJqDGVY2(g66?vRE{~L1SoB?GIxTQ_|au&ZgIQ14T=uu zEMTT|i`!Swcy7PV8yVm8 zCF00g*y_Ay2X7!rFo%?c_cP;E(pS)oi1R~+RH-ZT90k~?KBP9Ch2oA+t3NaIdJZ-@ zvu(RZo`pl78o~9Cl9pvEDsJ!%lpR)l&hv7{)IT_`yxnB=F=>*7>D?>V54bq92GZqd z10&hw0^#Sv`duSQhP#;}X5`Vd%Iihs@$jyT&E&`)BC@RZ^Awx9-BU|U*zI zr|p#vZ;wcQmL&vo2*=`#^p4)?T2vKl?Wl|2&mrlYmS92E=v7jO-GEfczV;^^LHTk` zQ%b336dODDP%-3&>YOJ-MOufYro3@+>FW4LX9bKyn4f$NlLCH49mxBL8;_sIX>DsW z@7VAp8bX#udu7l$ZY^u^61VoZV&m+m1rw(LPESXHN`JXH*)MT=DlU}M%Vq2m{%Wsg z;>vdGOW$ z?q4aRuXY&hRR}%Ofvrd40WKmoJsH;r^+t?eLoDDnv2n5$%t%jzau} z%w!c_-+vacA;Dkh$F5TEV3W$%AKdVoI$Kr-$L92Trd;r~fyMtuxH4>(`|dwnNiipV zAA;`}(y69tKq9{lNhuVCr?w%3jTe&%apcVSx*$q~IVnL)v?`chm4vZ?Rp4~8_s4Zh zuBSHQJn-uH{AofqP)3%jq19{5a!WaS5+n3(^{Pkws}tACVRWs4H&DL1=`qE7*{l;n zS@4cR&B4R1f~F3=l49Q}a3$6%m{Z-_3_3K(gV$}d7Ply{Q9L(-8s&tKW?pn?3DOVN z_P+V?$Yn@lWu*Yc#QVJBQ~0fZeXh~%#NUbg+qvlusc1SO7Ql`z5PHVumBLk#D*M+$pi~6pg~`fdonS~qkjb(T^m$M)^8!_*7faB?swHci?-F$3wO#> zY`1rG#YTIRF#TORsgT6`mHD?viAg=JFsaj68beJLk1{HMo7UkY+`N)F=$eI+LJ$EoFzJiyU6Om z&H8|puEgM80)&^1zX3X>7pCaVPEo@nmANi%HmFIJu(oXsk>#Y2W zOND5IL#;I{@+a6a?SG8(GF{KBb4*e$~$ePw04KxRo~)R z66Z}-LD8(g`ljc7x-T@t222*^$J>2VuH9#1ll&Fwv1-^o_)l@sXCcl_3nG!`@D>BV zY(z3%n1d(gh;w|7wKVt_HeI>At#8E5_WGsDjcz;?s|Z52A;ci*6P}R;GKz?_40_8HC83P_LV>p@rYgM0tpCm_o?9*crW3h{7zi4OKD?QBNE}Iq2IolOKJpqyOo8~#JPzKn+P)4s;CZx8f+j6f4qJB zuT`3mmGGpT1`}8?^xYf@C49zWo^N&aaIrB)V+6FS8opT^uwC5veT`y)5MOr_Nw{RF zF!jo+Cx7#~Jnj!WuQ;HTyQdyOGkn;%z@k7p=q@=o5P&Si)!6kU7rD1|WP1t>J_YE+ zCca|9+m!4Ky6n=?KCZ?O z4S?O;AAVmkI=TtoPdQExT!-kWWsHESq((}3o?M4}!&BmU=q-)Uk4}N86 zI{fEXmQ87lQpZe%Lfjt|yV~PRB1C?>y-2U$?Rm)$loX@V>H*br1)JEZC$fAf{!T_n zuSa4N0$q?{_N>}2`tVbfzzB~$rT32H6s@wiBbTPb%WW2ZrLE*55U)l(MX9PlJ;H31 zwSMVyBglcZn5~T3eA6aZGvc6~Q>G%a0SYof5Lr30n8Zz8hPV;J7FU_r;Pa;}fCThS za<0Ql&(pzod#wawMQLkQI)jz7d~b*-4&oo?nLUx}r=*Z6n8iT3DRo2d|=}v0xiFj^#8nIHXid8h);ivd&?%(*$ z``MFWdd5knj?+;1l1~}YrWx-o+|DEvwy3vG$d{-4>;!81>l|waQyu7zx*kr?6q!jO zhfYG;8DZPL4hvqC9P7Cvw<%1qgnDYLWgUGc&+Eqb=nEnzq$Ql>iQ|o}99g$b&A%3* z#?6A5WO$xX#n8aZL-u-o?4c1tkZLt?wD<>t*@sJ7lj#e4I`_GBHl(o-d$R^<@N@H< zk0a0X%M{9_OJZ4@g9_^6HOwz+zn7n4l@jOdUwoP@=o7LR*3_22YAItXV$2JbVWg}h ztjHXTnP&9F91~tDqpI`J`?2A}`>wf zEJ-!IM~$CREaFX-iJNy-%ecr9Ki!(bR9M298-OWl$rw0o!&u+F41hHErqq2aFZLi~ z`6Bh%?q<3p-OVD+X^&a!(Lh9dmBFfWq8F|wDVPM zXS}?CzdD}MhGVAQ{+al1Z;zDU|JA2{o);4Ln)qr2)PY4|nO7sriDwH)Ot^w@@>pdY zHFNpRLcXs`@>L~H9Of&uXn!U#ex^&Z5v>eF^rc0C9>;^{l!9UUBKJ?Ef~UkC-)GM| zIT6pYebCLZE$nISOMR78e1sZ^??8Uub?KSnGuxhUJZG(iN@*1Ll5Sy)z*wPP{{p&$cwhjAt~Ix*F6LGJSyIKHlMdqu{fDZbfdW_}EuF@^EHHj?^hE)z8lziyV$<2|3by2117{Y&!9?~$>8*SDj~XZHYVR{{FMn1 z(_@foWE(_q8N}R7?#ZN(Lml^_%`wBLB^rIE6*0YGzQElH?%FS`9zx^|?P)^-D2?q_7RVEKP^|ziiue#Oz_e`^) z^aFWvOxasILufPS$<=(^9`Vu1)iiuu&}r+~v1N;eZZu2d|rISabhWf`Sfj#g~l zyy?PLbW8N+{1~kEEEMlY&tkx5YBv|6o8l&?h|Mu5UvKie{T{xE#SuHxM>rBrKi`E> zxdA)gf0~{|E=C)r@hz#}VTU4=i7823{AS`{>`cr_SQB!O>osNsJYOrhReKcYciOh8 zKeXLHwzrZ>3XqGRkr-$dy(h$vjnK4BbeOI(xYUvpAWcanGs1)_W1rI3k`WB~jHbd` z(F7BE0Jaw1b2Wk(Yo>&4PM<=*1Cu6`Ko^=s#L7hdp?QV%j^de@?$9BMW9i%nJ`g}h z%SF*7>UrP#&x-R7)eE?=u^AVsO=K*iOr>X^u;O6C))1BQM3LK9>&s-?qI5_|FVPl= zL6_+sCww>lQm)~*WqT6Xrf{^rd>+339(WmUdJN$5LZ-A-dBSFZO1&7phL55$RUU9M zm`7%0Ox%o5r0S@X!)}}@l{!e#z%e4@Z zqnc`UBbDu5vzE)O>`c;9t@Er6FG{v>C=o{pr(7P`jZ^ARZ_=W)ic(J;(BW8tr@4e6 z3vmkfXSsJg7`Tp2=1~L8A%?ynIIYyXCl{DkPPS@+u&RX2Z8~WO6OuNLrMhqIlQ*qw zm6=LMb?+@o>x5V)gffPDa&Q~KZ>~&D$F`pvAEV&fZh@HiUjV)clo_L?@RfW zBLMX?-z;(^V#aYmo7@wnr2l(-uPRU8eMLxY3%GfGwUh2^G@=##8bFrc<{&dvQZN1J&vm9~kGl zLfT7b0dv_mMSp|%R*@uKp*{}<9fGuCxs`F_Ph<%)0aL4;SNU(h>4$=vC|AglF3r15 z(vB59J&8lu`wm&c&ZUXKBLz?FhD)9#j0Q>gEv3!19ako~eav3Gh-B8PAz9b+1b5>? zbZz#mWkx*2(6a#Zp%)O-C54Iw7wW1Y6cl4|_oc29PNLjez|pnid2;EN(t}psYxV`l z2qm9aSCi?|*Y%rw+EhVgciFa+IWdB6PLp8umqF1OPEW8|7^gjM)6V^X#pSZ{8ap4k zyoPGoyhwX{^b!0AFD~%~lI4%>o)-deB`ubO7(v`-kywByuOqV6CVDi!L4ERY>Z&Bj zQAWt&X`rJ@%|A6@20`0AZ2Dl9T3$2Dhz+vcLqBEYa$B2K+g`Tr{ft6Cb>w1GZD(ZV z1q(!n&}E^g*N!pMGnL_0jEt7W&hE<=adfP}Asck;sE>#WikDb>BV8Kjmwl>x zY|P_jLzvoiaOv_foe%?;CTJ2_4qBgDt6Or;pTo0a=~HOYyn_D2Ahhwn|;UV z3q8bYg16O6$?t31=gJBz{6ZvWuBjR4k{-=oxF>B_14mfG@974=NwHS>pvZJvZ;BSP z#P3mvNL!qBNA`kw-#XIz1~ zhmVE26CChlBf4f`88K${9C}Xm8BBwtDHvXFAys1x4-&=h+v%@yC{@7M5KS$Z-{mtr zSY4sS82}S%r=s}dKIu5&wDfNfKU;)6hp(9TxlwQP`zutjyg7)lcOP+WlxpZ&jRL`a z$~<}iLqSx-^+(|x88W)ro(M#K3ep_L8EbPpp7jCkn(Tmn&6FT2PNxT|b9eHh?ZrcB zN+#v&<1&g)3}M!W9i~j~?n10)9i^0h(U$+;kjodwRnbt%ez3kp(dxb8{CqRvi2r<~`VG5eMOctdf zdI_t1EC6-DbK!Nfd>FlP%)Hd_F5RD|huLYF%DTVsOLQGf8Cc!NMa)pWAMJN;@oAPP z-<-z89xzAYblPgFO6S&*W@OLGqfXkxST5rO-<)loPSoEzA=7wU+|ajcq`2jD{w%|2 zCy+a7YeS?W8^Z+Z%9iNmrS8FK66UpSnSS+qoJBNsN2z zBQk=V^yfysw!pp`%!9Md3OgOD{{G>z84-RD>>HUjrOt7>q`CGSDL`5{fUDmk;b`wL zzh=Wt$o}Mr3U;W2sS(krbq^j~aPAi=@>!{`wqbA><>{C4lI|ealMY4VrbUISXOl17 zdgrQ%>xZIBZKY=sy*3E0eNwaHg%gUTk|p+YH}gV%Le-4`%oY?xPCeBR6zY`;St3jj zVZCFbwVJ8gWEA%LFRedCpixkhs018!+m9{jy;WUnJg+oD+Q}z5(OOLw+{Pgm#=6pu zQm>ips_rGIh$C7K%-TT&#G(C*l+vLmBoDJqC@YT$gRdG$8Jk%>9+MHvvj0X+7iau? z&yx(Mw<^3Gd(ckSoGzdrLb8Q(T(QR#RP>z{W>(P@=OaL>2v))0oiKmO;=o60b3-k4 zG%GmE+iT+78Lw?b6PMBNMCmZ<7B&=p$cF*WEs7tr4EwJ@-Y-W0cU$8a_>&hHF}$6y z)S;NI4oON4o^$BEZ+|uuI2ZjwNgp{El5hqeGMDfxJ9CO z38C6wMjm0I3vr$T%8|a>V#&c4i50qG?E!peB=Q0uP##X*hYxYxCQfs-jZhhi!@qfK zEg=|Sl4BU1?w}xnT=n{sxd`|`Gz=0ld{poAc1l7ThAc{V#aQjs&l{hDD#hbZdq(BA z=I?zQriR%WPSs=4`2!Q;KNQh&J7=`Q>O8mReif?qz%W9Yg;O+jWM~U8EvJ+@R`mYT zgxZM;YnRVHuNdjW;U(967xbxCU%n!F3v!rw}Qu;{=f#BP^q2VkQBWyaQ-Nb zeY@W7=VY0q@0#8ElM$i|`<;tPI2IG$@EKsIv117w7uYQ!LFN^|C0#0BH{Y3PCR|ro zg3i!9{2@+IwmQw6F9ON>C}PUC{e5NX;E8ZRX<*Gzk%_QQ7_Eo@GN>VrcEDNV1(~@%_|$Fijp+A~GeT5)ttM2t}CY17iNCQeySz0~H+UCpZO>U^w4BJ+d}2ID1bx0q6n$E?opNwY8P+ z=-mPya1}J8RW|bS@2amNpS>n6s;H+ITFD5lU}5v~@nJ<@X=CAK z(}R_t0THOyqynMm!_KbZn?t-tu?Y6BBD~sJ!r31JvCGh=`BDGIpVZ-x&I#~G4EU2m zJ-dB0I6SotcMA79itsBX6_knx{2)RNqwp+pf*e>j!;w{M*jVNLd+@ zSHj4Pk=6^=zdeN>DW8h?@9z1TG$d0C=f}kC>hkd3;LhsS>iF{N;o$Dgd<-zkz&OwW zV(8EDiQ&2R(dqfX?!T5Oro>3^fOnI|=CK%O7XH)cOGE9hjk ztPU`RAS|s{8(3RB7x&=Sau0UO;uB5C>VHCIvWVV7Quh#M_iGm<=qYa=Qg>8(+$Y}r)o8h z;j2vl#ZLifsdps^=eD;V4Nu@011kTW_1IJPQnr-PZt^ED?8`3g$B*^rk`%l?>TK`Yn_UiQb^2H7Yq0`0jdp+nq0%4Z^kDnZSz>lW3M}9_1*4EFGbSIAA zWnf)*$dw}F_UywAF$5FK zDsP)_8<4>28}KB4_TD#-5&{BH(WqXbAF(`8(JA2&ygu3wYq9d7ukM1GrR;yYUX4Ge&3{D%BA51#_;LQVm|9lihQTdml> zPXU>RFOa^Qz|nq6^?pMQKUfuhrvNVA&x-58wLQN@!f3poasZ9f=c-y5K+fb#|K#v^ z7lw`XO=2S*Q2b*K`~cYxAaD2y@xT5#1^NhUpZF{HvcpGc(y@xuss2qmBykR)d~yh5 z>d@o?{c*@7s8sw7v|5KbKp)d3X6?n4Ztl zxdYtF62#7?<4&{5Bnc%WSWDr&`*D6)g=`GE4Y5uyl6!JE5>osK|J83KINxYc_xV@! zb-w3b2tJJNQ|1lNr~2KjJ3kTp-aDx_imUin&0{bVn|WI9C~T|SgL(VH%@7N8lfAE5 zeYKbXj~1OC0cQ6K?UK5-r~R0{i#=4o-5iA}wYO-jl1W{fk8~8k?w;|4Ns-mxS{@GN zBi1b``{8t4s>pzKji=U8Mn3+{g^dZq;)%4+^ri}jdw!8OmxTUcHq*;pQqou1nx24( z3oF9EJI=Y3J;^ODNcHxfdsR22ZAqXzg`dARZ~2K}fqf?+WTXFcjiiC$8E5Y>j2KbO z-l=ctK+8NwMO^h{!H(bOnCr%4x8mKW{NH>M7X{DRKpKJt#?!!*mGaGezy_Zui@+M* zEesl}T9>i;n(8_;_#F|VtSX4J<>3=L$C+Wx%nlJTkb-gJ@XXM{6}1V&&}t#r34c-UpfS4)$hmLDgU%Kg zp*!`CVL~vsky;=NS8W>(Pc>XI)!sN-s34@_qnV7uk_8zaz|5nY$ImMqjYJ|Cyf=r2wHaasm+D56!*GiF#CBJ9kan&K6qckr_B-UEaCuGN-DdVX{+gyK$#Z%K5 z^3&=m;uV_BYpT@y7z6kSoAs!f4O>k*6(2kKh;G@(|3AjgX-O0%(2{N2wtKg2+qP}n zwr$(CZQHi(Id>xF?LJKXL{(Je$|MU(w;lXu5Jv;mT=M-QqN8LJ5KB+oE7DUNG7x|+dl91p5l%v)43vA4RCeA8V&B>kP`+w^Ld_h z7jwcVYrxZkD~KH0KC0{fB#&m%N$p)?f`KQc8brV@YH5Vtcim`p1LLD)_5(8BQ0P`y39#i3YwBu&L2{FlmE2oCSJ4fE&YqAX>~B+4@+h1gK7H2w`G~w^)1pM1tEqG zX2Paoj3fi52q6qM5qSV9hzC205n_rh9*`-GtS@9AiL+>S*&9<4-@`#Fahan$+s&U$LB z_HeP^k@{jM7~Zr8)R5uu1${{hqYR>S(O2r-b4%?y2o=IQPUi6oBRXV#;NUmDm^3%4 zo}IQexk;nkP^30>@iVmkWt^I^pUznsVnBWL=q4ZCZdT7~@+JQ91L;*9Yyr^MX}Q2>=k}0^3 zZwDgJZV3u5DmxMP7pIgLQL_4svS6{8J0Ca>zyldG`JY&SiJNS;{1m*L#_(b*R4_jr zYC+Qnl&+_E01~|lp={=f>q|W8|7is)@otlHr21E>dy74s-t!R4L5&qjOe%ps0Zf#vc4fU2ML$ z&kfe~_U>gPLzM!}9f!u@^2$q7a;4lZILkQ%p;5!x;UHsjScAeP69RK-8(Pd_$!hRz z68B`Wr3hiZeoKnIBI1ejpYnPbpiia~-@Jv?5>5A4ggiQy}{ zw;vBt^D8&0E`f^xx2Y?DNkyWuaTyXS-*70K)7GG_$a3zN+l@)ZQKk`caTaz*;z%Z- zJb5ad4FNo`1*R$qja$2&T*aX0^INV%I%wtwPc zvMX8V3Pm>qy9)EI8=Y~Z9e$Xxum>{sQ@s~oxbc8S0yE_bblyRCCfdiYV9`JT<>2g62R>~S zz2+-xW`t(NppF)#$}^Tz+c#|w`IMKaD!jg-F`ou0 zhu+YxsMTQ#z#cbJf=gDzxEK;aSL1wC2~Vos?y$$OFX&;+@(!rrCY>1brBWPORk=ii z$|?k4p>Bp~IC1Yipvq{AO7a=Fm4hR~{0dC%63Bl!NU3{75$5UrPuaept!tpG5ICV! z`fyc4aE)+?alGDJ9 zy|c4;SsY`r%YWXmmXFWPx5QYD_%wtB=NOl9p!9@qe*RlwI`8I)S^98hH+ZeM>~@Sy zIi;bIRJH9Ot+%g%v_|9D=X8=`20^#|#3gXMDIO^gc{j~;M5IxJdNtQ#Y>NtW&ydOt z>tS#+d*lr<;+%WxH$({^TU#4vdFOY`82tOEd(LkY=R-}w`2c)oAAc+sZ2^Tgep?99 zwZr#gjmCbY%*Vt7mws&*S_@EM4LB5DZ>PeaJCSbqo9&@q-NB&z0H)LVS^I!o@K0v| zHZt|g2R0)HnPpT8DZ{e$&c+G3ff=Hqjy$t@(#slrLZD%eexq$s`7EYitN5NkxLkx> zKHa_N%0X(p9pF5pGtQ0(!;gZWGb97(lNYLH2if(3+6$8FQoUwfuy_Ft$cH6W>qq5K zxKuPAMP^N*58fBnaoS<>@k!EdS6R;RLZzJ(Lv8=rFwyPzKr~IeU0-M)Ssm#W8a}}q z#_r`tsrQuYBUsh(oCah=5(K_=f}-unwkSA2qjVf)Au$>Xl_HF`2Wy4{Tf+6aI*m0P zvBZ0c8kOA}ReI(lo!c`c@xF}kDVU!{(J64Q7$LC#tC_6^DN;D47VzOf$^AzWt)oBb z9uNTzBA8l0%91t`Qd$(z2<0ihYncS;+O>4NR7x!w&7*e!!=8pr{_bu%%NWNvoyK=g zAk#Z*di6_{D;p=Q&RECVg@1l?6s+GMW1BbUOSv~Q>oGwHd+w9vF9qKq$^FQka;5fi z{hb6^NYQNu{S?;Hy~(UPJzlPFthj*8g9|9-xnZFIGTh4=t6zW9!-{QpCL3l1+Y%iwT__66q8iW2?DX)(eSC2%xRh4=M-} zmt6_w#J=yvl{y-o5i%eKGq~l^ni*G<&G9!t^kCab+&`Se#}z09EeyMD)s(^?3ORVZ z+OyCS%mX;EsZQpVdOEzbzV6c16~HV5oDu6v%?+xO_d5tG^EW!!xg|5^%p|oXL?Tu> z5fcU&6<+&pRz!pqaOe!Pp7~KwtnBs?8?f465-`ZfPOg&$KWJD&$>*#Z7cT5F^}e)q z>pLMvQmuldC9kk9=sw~#+<7}_mrb^4A?l3u9z&1VJGf5BbkoWNNV2gPpINz!lYbj708d&G(PlzWYmejIPy=x`VAec&48(0OZaUNA-iM`$*pEl7 ztGnavY4o$aJtAgb`}Uxihownv=@(bgYupi3S(BdcVB=S`B3HM~ckU}$R^ZJs^O^kJ zBbaH7A0jc$7?+P>&&zu~TJtB2YMWSUM;h8OW<1k9b@HZp#>eRmAPXnhVjv3=;7!t! zWXWC$5VW0}(=uA7r%pN8eQW(s8tb29y2YgRR%_$3Pv8}|dKY<_1CSzUU|51pbdnv` zpnQA3!#JD<-MbcX8TAVU>TX>1>(Ju9GjST9A%|iUrdfcJsYDDSu8W> z$aVk+HzIbY+!03+=COHyK7sF$F-oRRt{0bt&K|vIy$UZ@8?+|0c)e}#wp$evN(m`1z*!6XM8vIrsW zoG5B`LZkOl+|^;9KChTso0FRWIgb+P1`mgsB|CQ^h_D*Cpqp)=w+T1)eZG83~C&xTu`r>4(fp z*L3U{&@PM7kZiK;qctBIAvr@wfiiG6vcf`Cb8LVj$+s@u-9|Gt1U29pyu)}_9qqBw zb!jL+?c`#{js6=_YDNX-auXpOpNxvSDl&mF#%cp(D}nZHq}fZ z^*kgLId$Df-Xt@5jF8G%$daTgqjInI*^RS<(wfc7hP`(CCEYYR0oKeEu7amorJe7% z_sdhX8^HKb{~2JT*>V~E$H-ZOS)__uYUGJu2pbQ}S)AQg<-Y@7XmG%ocX6m*=-Jx0 z8I6|$8HSpO`&12Hz0GxVMD8~QpV31dr>p4d93MvZGmIfq+f#2So^K+Amqj|iC0WLr;)MF_XWnra`LcaMeMuw0|T>XTlr zT?tP8(>tJSqA2?kQP;bqM&N5eXb0P-Lom6z()*|JyAM@Z9La${HxzqSDkXecTo7se z<=TjM=66Wb;E#f1NWa2bcyNWrPg=vo+g{$|FuVK{z80_KRp3af$IgSK^bhKGZIM*x z`7sb}SfG=gA<9|GIr;vzc(WWmSB&qEZ%10tJ55)EMr|L)hO|l57z$~w8J~KiSssv* zWXpKNvqM=IKpVx2rRGOw7V_%LA|3TcHnU8k@kJ6|n?Gs4iv-Pwi)k?ymD zNN2HEi-hjD{(SF8i)8^$s6yq6#rSZ{WY?9= zSj?h}V&{@(JN&jTDU1pbvLyYR>@hxrx!9V!(2jf6dQ8YBKhzxksL8MksvHzt%(u&L z80Z^Sy1bM*Z=q4J@}4`Oc#MA` z&2kJ=rGYu0^0>;o`sk-wNNERQNd*xfun)>=7nf_@3~2xfI8wD286lO1IfA>jZ(`)J z&)80aeD-Hrd9b-1@h3sXUC1GAjMN3w4eg&x*bU-dvvYxcIBfWYB6pXvwrbk35UeXl z5|1gFvQ9h3QTpmLiZ@G3KX)ynf_l}1eKb6+bQiX6g^f~cK!->?HNX7=d!$vBa{7)0 zm0ATVT4svkP4ww@crf~izAE}BeG@?LbO=?`@&dXPxpLD4g+-mNnTqTc7(titccDbI z$1vptPhJ~Quct0=3#OZpy&6a~cECgoMVgKX|L{Dx;#NO;I~uH5=qf)=O&c}0m~Y&c z=uCNs{3xpHn@B#gv2GN&TpGbg$mUyS+UsOHHJD@{5$*G52+cWpj|@0{kZO)qWwAiB zh%4Jls;pw4C=phdUH_!HOE4yYW9@Z8gqa{my*Q0Q5oNy5*S&%y4lNb9+%jTDzHy3o zWil{KBflsvIqa?NU8@F~U72hvD(@nIi<+Qn_0iqF?;Fz!#cerB9;$Lt@6bm2RMXhW zXXNPE{S8-k4asle&Vu0x8Li!87{&A-ga(kBv0c^%t!gg6is7Ye zh(!3jU@d1j0CyJT`aU*(7Zthd9aSmYYm!OqGCS-xk*SDU!wYb9m-U1t8Q2Ml+G;RRCC0ZZs~>T$6D zyPkEH=mP{zM=ev9l;GS!;gNFDg~nR+seh<_P7}C)(LpUbngA6o8Y@pa9;U=K_V1tS zeu-S|QN40>C$L~wZ+GEH7QyG}EKXOHW?OhcW{tCcP9ehr0YRj?o5G}-!lr0Rm?&c? z5sQ{^Dk-$A+Ss`^1W9)h%-Yh>`wlbkj^pE7$`E>(2HDQU$YW!>#V9WsT%*P!_-oT; z0bI>HUKCpJT6IKER6{Q$m5yw1V0jv9vYg2{cz&gv6x^Z|mM8E$-*Zjs@;^~SLl;;! zmrR(s>LJKV=-tE(Xe&ud)OPOp6XJ;iixH1)z9EsggwVjY*)+XmP-}8bbT7jPSu0|1 z2FrS(_PQ)Apix~t?c{{ac54j|$a&cPi}g6f*EG`xyk{S@#@0Eq($>6cof+>hXb z4LfHG_ue(<*OF1Qy1+QPsh{g#vn#UI;I~B?kUivYl5v&Gap?h0h__&-WiVMK1dCRQ zdMl?S=XJ-m(O@=dJ z77B#djsqTkN(K+OJZ`%Jr&2A07t8k}z$2BBFC% zT+JR9i%Ev?Qm>%2@8pOMFIBArVnEOx!*&#B7k7wBYp1ee+j@`n4*)U|#SFzbGb`c{ zW~~1l{$Cab*{FP|kM5eg32bupwfF={*T)k2kcO)e;Qt38`i7p5;G*H7KFi0<{& zmR)bvV|aJfq~R8bZk96*Xn|B~n3;2HAjKnfn< zt|$zSnaGpS;a!f|63Z&EXl?;C0tZul$YjWw5|~6@oO?5X2^5DKbyPy(E5F zQy3V&2kp{E|D6R`s_whEK_)KjKP3s*`{Op_Wm+MDNPIUP6GJotW|y|6E=Q57(V z*ma)Po*bspI{T*Qg^n8I0o)1re1YmkB5ivq!QrxLIBaXK|E*a9Cmw9GAV2}%RU`5N zo+uuKS})`8ua|>x47xdNKgWk7u}Z4h(D6y)u%)TvCY*k$-Nem4(Zd7{@jEPakCnV{ zOu-vq2OK3C@!v4Ne+I%)nbWxdfQ`2qLZFs>#!Pr`e;-t)ZXBKX zh|$9;rBuD}`(Kwr78l`8O&+-e=~%2vi2q?_xuWIrQ%HV+xR&TUAah(;WeQr-gd5S; zb%vCj3fgL41-y67`?3=JEY=<6ZZ7v?*NeS_*o91jF~`> zSAY)dPJgTJt`>*}e#{czdPa+3={Z%OG(fJ*w*NJ-9Ss^N%WIcgkt)$LQz+gH)VU>= zv1^G8e4g(;(@kkG5JJIgF$*{}9A?)@V7}=-Y)NPmNkvpwbdG9RmVmx_cl6|wyBW|_ zYNuI-`Y;e!@3x=?V}JiM^Q~GC!dutl?V{(hk>?15j%v&VI{!kBbOnW{YQF&0 zJ<(fc;l99Onp-vP2!Y4YjGzE|#nijplXNng~*ap?x4yyrhg8cJ$> zu{eG?F@tgh;z2}tF(NHsHfl>P!f9NZ+n;Bjd6l0iy-Tx}o%?dw^(f6{VD7jwlcYm# z5uVtRq$fLVD8v$KUghVFYf@tyEw?#AWg$A8!Z~T)-gy4{I5@BXe_qiyzcSZ_{fsn| zrs!=(T}-sd1cY5zt}2t9H+2A-&65la_P5ov!fzlNpFUjmC2vHUc=M0_T)BKv)2TMZ zOPjVqa9XU6D{v1`g@iq1$c@2yKXv5JgIVhyW7^KC{ww6fv+5${)xa6NZF~c@vMu_& zBiQr8@#NMhxy>U@y6v5P36_;jyX8UB_CU(#|7QN>#*z()-m_%O ztsZSUr2G=puYno*^@r3y#0mJ2t-<+A<@>ClD26f1?Q%;(t~R%VM~*}Q(G}ru^PK5c z7UczP{wdylzCfgp;)iHya}3>GB6&0d`&#$li6`B~Nd2bPWz3BlbPr9&th#PT(7deX zB+|5a1=xrUGfTdtIMwyd%*%W&_mty?-Ivetg2sOpfKVyFm{i<;9oM>s zyDMCU(!aS_#q>h%@UiWgs6acS)=eBHjx8Z1^JC%_L_TJV%bh8Hlu{gqD#i5JZ=kA# z%w*MxCt!D=jfI*QztKsh=$VEa@?+2zS5-aS9YBh-wl+6cI*qyd9xRe&VP1KE#mzO0 zVdKSCgZ%*+P}TyHd0=o)Wwo6vwTDJERkG2w#k<{Nv#iPez2Q#AM+dIDdC^gndHbr; z?-5i(XTSWgABKr~-$jyoKn+^ZXt|)A!~1>-&G=L{87)K?Vd+hqN)1P&jHoy|-Pz>D zf5YOR3&O}bpI>Q4YpcfTC_bQQV@g6{J9g)ME1QD8ST&n7#5I+BCt3pJIM zOik{Fp6A)~z>6lAEFgP}_DRFVzUb(9Jk93}AAl`Kl&ZSJn0?^m3{6CYIJ$uRCXvw} z2YC^%pD#OJTSr+Db)uQW=hcZVYH1P8e4&Ui&v*_m<>?fbx&Qn?e@ zomQGlE(OEFF6!riD&i`<5Dj7Qy|HyULj6hwh}SqK?K)FU{9< z{~(}TwRh2z>M%maii>ROCeNTBK-8*A40-qBA9=A!LMlgt+}R$!XI!G{Ny&fTc&0o( zX$M+!zgKKdy+suFwA&ydIA!FQlu&dgihl8*8Yp)r&%-`7DkbI`Hae=^#cbEHhFJ(_=Ou zzNN#lpV(3i4;q_a#ZLalW2*C5N4+Zo&ZWuR5)?<^cz8Qf|86JuBL?RtubGAe@tUm% z&EFokFoIId*yKFJFJ1P?z{@wX_A3u15)_F>TG%9hI*>+ z?&_G3>j6if@5OO{@3&X$%@lVYdZjIo7w%8ae|h=N2^eg5kR1oIjYnv#O{5I# zJ#4p7e%Lb>ax^SdJ593tfH9hELUf zVMOR7I;9(VoT3N27DI9{zIeCs{;+U6_a)x7%Xe*absv?bKU*2>Px+fK8`@zpT&W9+ zNGc}-{7ZDhe?10`Xn^%bd%B+VfjbN` zClI3Mqb3K8by(*SdrXK?;%*>G>Fr7IHr#b9CqJ+v$RHMLaa)UYp>kX+D0@^YH|pPn zF_OF?NFGrDdt#w19`X^Xr){&&Ga+~_g0*Nr@#)Ct{xUZQ+;uN1(O*1YMpZ;K9fYV?7%>h)gQ@f01XC}| zZm%G=%Ru)%#Jrx}#8kB#O@B!({LGF=ayJO_|MP7@m8u`yL2PIPIEJCljmd(xl!>AACM^FYs0xcB!IEQX4z@R}kEuA|a zK_=dRd(zIc1MGykL0>-`PTbBXS3o5~L#pI~6AVj6F6$Yfd!h9?aGqwie)U)l+kRJ% z+H2jPcu5?2(63e6uis$xMNY>bK+1IYpF1S>Y2Ka?b9-=fH@1HI1gpljZ^XOTL8o&% z@Bp|E{7C}<(Gp%{=<*kHal+9~!Mr4GFs@QQH@ukXWcRxg`22@8@o5m2O5*LgmPBqi zZL~rpyP-u-RR2iztsLrlg~i!mx+)AUfA#JaO8YrZaxI8uNZJWiH$n zsd0&qt6V?$z?%zp6EOx-0xwYGfK;R!f9%-ip=pn@nXA6Z0OlW1ZJ z+dYiq0=h?ECh8V})c6D)*8O`_Kx#xockWz|DC}ieq9Y^71T9JUwa-HYq@NEzny9>y zj;oH$6oeSGV|zR`el0uUdlpZh?z^ z+GYeNC<)s;t>m{iJ+52di`J=a3yq4SB4mc9b;^dNE3(}W3k|#m)sA2=Nkkd;U5bh6 zh*5W2XW^Oqb3HksT_rukel0GmX3s#V@vU*UfazYyv!^SQu5vToCjzsOlX74>ow@ZL zxS0?-F|bs2CF0!`uzKvLlD4)BTaIU%37cehx~=1QQhE#v?9f*WxuR7+SC7x^m`LGE zqu4ha)k2B!%<9=inx;kPgy(_wWm6YO;f&^rv!wkS8tfK!U-mvY$Q-bC?obW5>F-5%EE*6Cj3L@dVJ5DnRM>oJFZ_jbZ{kDV18W2$8ZLv8_z z*^2E5VTgbghoiWlW^Wly#p*v1?Uyd1MmZQIps&NAJpU@90R}Ayz}Aa8pmeG%v-m1& zl|Aa*Hi^h-O}86t6_wgaH=iJ?$jEJHTKrZ#J;L4jdHz9 zxV`|nqWP0T3(kMlrC-h`>MK#PqVyH%kWM3|u$IHkDZ;Z!XHN8&n|ySNVqK&OcG`0{ z$~?l7q04#meq+>+^%^eXUbQeXh((mSLuakASvpHl4stkhaaKKj>_`AzC(0k-It7{g@aV{Otiya7GO`ZlAaCen3)C zo!!lr{pOD8m{tQt2jEkG(UQ$yCYA9VP_t9u&vHSsxk#* zY5U;S33U{G#6F&nE9RjuL+-K=7*;UJ3tD&#_&U#o?9n-%-i zj3)*Cug+fTBkvF?Td3pxlT=tXpR0>Jc)#8jv=%2h;w6}?YhYt!0|g%#i-g}qv^q&2 zx`t{%=QNROM-j$=qxQbmRkS}J%xY6rN`ft#yJwm|$Fti6wWgicFv?_Api z*^-NdIn4(LSn^JE5CP3APMJR79)yU3BdYF!L84v0XvjaimTzgqglDJMTac&;`13Y% z9<}brOigIIil^c!S|1uj1__A`1{HMkqb2gQxyKf`w^;PTQT`swbmj%UaFN=gn#n#? zL235&J=C18L^^hXW`&!Fr?quU1bitU7(vEb9!Q`ztm*A98#)7g449jyNZez%YlnP= zGz@O@OK=CH+Nzc^iw-Pj-V+y6AGBb@7zm6|8DnaS*@4_R1ox#r_=Q|q9BG2?e=Thp z9ta%t2tac0G0B=mk!2S?tXOapY0F;xSQs*1Yzm0$*>#fgl>tg0B!uU&JE+vKR!w6P zm@3U`k)@K6#J;^q1F${ zENvteRLn^Q=(Bb#C}DT!`oVA=Dj=KGW>~;ut^kUhy<~-=I=ZVj+?HYd&tGNK?{2nG z#VXUhTl%UHouT?2m!4zfW>ct^;7kFxk}M{DUB;VwgcR^}hKo=cku)fvlqQhw-as?K}LlBNx4%!HU1Eb^s}SR zWv7}OGz{FdVhSE<(tAVsA!@!B?BJJeP?r$cE8oBGKPJm&eNH&04qQK@O|^ujLwM0m ziP_aI+$um(0g?nw0*HM~d;Zdk0o^tKMBHS9v0;|DvB1c>dniSz&c%2*`!WK{>gdJ& zJ>x!psyvX0^(8raK`EG68@?$*120=EHdS?`h2nN%Uai_eRyKTrt61%TlZ%qM9E(Q< zx}!I0PMO-Ez92O$)kP_!ENU@81weC2CgJF~I&muGol!0No^cf)uNq+=J;*N=*K#v6 zy22^gA0#a?71=+@)Y+FIGA=4CzW-w@c|?@(H03@e2;kmG!PNt#KBjOx*6I5YWCsen z@Cb!0_G)|Sb*f+$ajAn61y1Gy*`AR^tUfT~f%<#UfLnLoR9cHN*nZnuAnFJ0;rv*K z-A`q5U^RbE44ih6e(Qimv+VOg;0o1`ID2ywYuOn@KkuEA2(x@zn{4N`)h4JYIx5eZ zboU+@G$R*XU`$UtcFQi^l~#Ra98>&%Wtc0(+-89zWh0Pv-R29G2|~1)zLF5}L>udr zKm%6tl64EAU2QA*LAryJO_5G{MB*Q|trAZ5aYl^U^?_~FZ!hfQTn{!g`V23+^g*oI z66?*#?b3t2p;9=*I8B;iTH+_N%}bPD7?MjKvu=6J=;mhLX4QdF@YEbX>MGto=-_-> zl(1q^;9&GEN<3lNai7AxGJ#nSInrM>njA~>?$nln<@PZJak_(spY%rCn(Vm}tPpxL zQR*H~53PMZQod?+-}~v8?|EE)%167w#<*X7lr!(X5JUlFIrp>h$j0o(-#}gbjK_oq z!H3kW6nCD3#-=}yn_r|Ef?!e_hYwp5s?H88JLEjY{jVw6YGfD{ zUr~S>?Gbt-p;}yJ=BrYWD8Mi2s1P$6W)jk)w>t_+$-El8Rgq2tXqPbiI2ZS^#C|XFx>-^U-F@ML?DUD#G_#q%^E}VypV3NDw03SxFlH0r8k@qiM(#l?q_3 z*H=peA(CsDQ4;jNT9aBbmdPB^q|K)8T_WumOAvVuoxm^3<(vRH66@j+$H7nO&%;Un-SZeDJP_8#vCBDrr2^ zJOmkiexJDL6s!?jw}iGZ6r7JMiM~&Bes8WgI=8~5wH4gy z(2b4HEk#kn;f!62R17)GxOu$h0!~4Koh-opBnsK`S7)(p`M?Vp>tHk1%0z6QN?Q;M zkTfBpyb+05(VVTI^_%6+7~UV#?n{*kw0BF zCST?#zNwD+%t_R4a<_RUSL$$}#;MCCvF!1qh^)wzz7*ZL7|aw48*0I}qg8i6-xZJw z2Cjlv2k`l~!LImcsh%xWp{GO(YGoa|1Dto}ay8lvB2_-!A&& z#YpsU5P|pg^lP!L9^p#&;i!4B@L$ZS>&j{fLVCUgqXH3;QhIYE_2AO-jA~svs>*CU zY@HVyt77v0%9{%v&TcCx$HB4f1mVTT^1;GkpvT2rPtuDViQKjKY4x>G{YxJR+=3oR zi7N4ElwEJbVR*txc6hJI;S9o*g5c18xekUcKphbWFF5(}nxBlDeihQ_eHb-GzZ(Q{ zEAKL7y7)H>YvbaNBgL~&09xYRh9O%{!G-Wg}gHrzgOB52S%z?8vP*{FKhOz z*mBrD;0z=$>%#MYl(b{&pv{?)m`qRX**+fv?MSUQ*vFeDR=9$raaw>Cp$gjB39Y;_ zh{BHQWjK3)5xu-ELGxfh(1$uut<`^|L(y6JhP%$SW;VIZE_ku4K>f_h0c*fr%O@^W z{~8GigeHUmmQau%rx1qD#+G&JJdn58)(980J3aw%APcxbQM@PFzcuxfWnEU1%)K}>aoc3P~P4b90uolqP(^&TyEm^3K;x-zsP#iB*<(|tFq}jZu_z%BP+~w-rujrKr1B7=rDy|jDi|dMg+%%k7rt{(8gZM z18KAr`%^8x$&|;lyrCc#s#=#{AaiAAWEXfXbQK>D?>dw%-7*L-<^XMoxEr#hEKXdk z(hvme2AWX=>hP2qc!dnzd=vt0v9gHwzFP31c*F#K2I<9-bFxO!{&ST16p)bN?8Dut zDCE1{hX+6TE`@BF-K^Y8g{O8ui=SwPC@^`>&&PSRC9wqGy*e_lWmJ06i98h+SkRG_ zcOnFwop3po#HgkwBlf*z??<+G$GWU!P25>Il? z1Y)PI(Ykd~bR(yB2~@=1IS`@ z$+??&Vr#tRI3z4kRw4l-)O(o=o~YVo4lEMJmBFX?kSb>M+m%oYI3tRUR~?!gI@A@#>dk^DOc^%W7;hT-Eu@r*h& zWJYtvzp!)Dx#ijr>iyM}4~zuvR$tWq8&nEWkF-_|IU z6QZY+v8C`*%5}724)Izq@D)4q57-D9>YXU+%5Y%!Scq&tpN9C@QQ3 zALw+lvB8)`SXbU?+T)xXIv^qA=&D?-=)HDgkgA7ZeL{sOUzQDwK8zA!124PzP|7uUGp^K#FI;a_S3Z z-f-ynd3=MG%d(xDRM3PMpxXx1X#$90q6CQAI>Bl-Yqac02>CR)fIbH_c^bFkecm(| z48*aExPI?*qqvmTmKEJj#kM$F{$ENSSWN!qI=OXlF3=hN%r5rJ^cv+1>qN&z0eQv* z8mH??k#oNzjZ$F%q9CPZ;5;I#+}GmJ>rJ+d!8?^2iX5qb&xhH3A`(ms(tX*aUQIKq z>^&gF^Wu49vF-fL_|B&D*}DX#{BrF#AbX2pSw_8{Z^(!%DO@ei%zLZ`N$(9RDXf5L zsNKB-H-k&@b@^jZL6t4z0FkqQXbDp5xkvcomeY>Tq;S{yYZM_Yey5SMqk{ZwBqQ-Y z4vF1`TY!|bB+XnR4d(-Nv&=D9j7PG z#)Aeiwgk7aHN;;mWSlg@mrG(8CfPcns+Uh1yxbY`AcNtVBxu`HGH3dDeyW?0_YG&> zI%CiSLPZp(1VwIEQaXL=~QIv_7Yum6h`#!ep}cABg(KCYe7^& zj>Y^_&fXR$ACdYU0aB%*Xk5jHv8V*(ORE2!M%-bzVE zs81Bsaz((LeqeWj>agKXnGOvwUSj$&TS@?CFE*PS5Vv;UU!XjoLh zm@8a#@m4v_jO}fRHVaqF{oBmiV2&^zR-n9J2Ve+zZHC`Gl2^b69?bRA~b=K zlZaySTW{^NdU;|^OK^RWl#eCV%Nd^o4!W+DI$sAp|4z5p^ZYFq!;syVvIN{w@*~+m zr&~AudeN@^2~h@V3jFd+YZIrnRgt59pymT8QWZav`|(qp|2|5r3nf!aw#jfEH19CNOOcGt+xN8xNu3$#)D(QLhXS@Y#TRDO&LkqoErO)JU}Nr0$S-ZB>J!=J-jKU3yJR8t z4rg#H`W)S%Ws?p}Jc*zk&5xP_7Qjst%&NmFbC7NLAa@GjHfAgwiZn*mNgCp|<>|lA zSeVfrpMco?GRjKb>;0tg72Ta)CXWdhzHF@6vw9vPpa91Z!;gr7zq%UHsf=ply$M* zOhEIj1(Aw9XrT&?A~jPS3fz6gDDAAO&8efY<|5N`;hd#=s}()cWM-Y=EM{R>uSS;psbTY4%B=_De7H7b!&QYiqqLDh&@+TR zE`8=*hW-14uT#De{9kkh91Q=9u7H7wk^cXc!WaoyS?K@QZWtRg10%uzJ^vrwFlSI@ z<(o}b!kzqPdhxgUfAOL_wLI4B|247!; z$u|QZ+i?(n89^X{iu9NK0T=iO`!BFDiqLa_@rz4J2Hv%C@XsO!25SZ! z0MO8H!X3IJFF;)b01#H^BQ%fkY1{ME3l-%QgM#jCZ-ey5QUHQ1s)lC4?}LeK0X`E_ zKrEsf!oI68@?&2^d?;lC5OVeR!$p2d0Sd0?@AQj9?2GOLv;_7mu#wT)TR|Y%BjW-n zE`gl03+(#^u>1kt1O76D6Oa%*)4BOo`*8#g`e6svR3pU7>bHZV*h1F_aPk9iPG$m` zyD{Sfz_k5>f^g*{u)XT5(Jup9djP-ZaAM^DD+34EQ+_YwO-4n!3>JmV&xh-?MEO2B zEuE44ulE~VL<|xuiugMzhZq^GzVo~zbU$ZrU>}UVeRY=vi(+f@R0U&&PA(wCzPtfi zSo#j`L`?MEHjNet77i#9Tuc%IfM5nNyfZ0#uLb}NPd;vUV)q~e%d0C3LGC{zgNcA& z4tsnmbRGiKB?w?%3_Uz{#fSRGjR*w^SY4oM?oT?521Wke_J++cd|LN3^PM2?=1+Ma z>MIDaUw5YGcghCSB-)S5{R{iYV<_NZBEthJvdc&MCq+pYXAkZ!0rW01Vs}nOL<1i8;CEAn zHjH(7_`avf!u)Oudc5BX_h*TZQUc==rhX;3pz7+^aNLIDDD>;MNi|S|u-exutS*fM zAWAfV7u=6c1rZei*d1)UI)Qcgn-u~e0LTvHV+3UHDDVYfjUYa#N1T8F2(fDq`c3_M zr(1+m?MDdlhd43`8qvLxvKQ1Xad7u^HxkUhO{f~&qy$m*74WJOKx2mL2xI$=Ed)Qd z!4|FS@Z>c^q@_bE{(#gmwFI0RU*;Imb2q_PL+OyiooUqjxM@>80BsSuX4U)rYk*kB z*SR3g&Lp_Q^KGhD`#GcoBXOPg5S$)Rj!t3!3Wf**Mb z9$3cu%sMr~67Gu<^B{&Pn)!h)U2mq-ekr}P%>1w7ds;@*lB z&y{tk+4)0M!nU!(NQ9GUeu(SCkJJ&_qQdnElq3wsQ63mUwfpB@I>T#BlhtdVu$$l{ zV8I(9M^c-+rJ=}cK9g9-poG8dv-z1=Tnq<`;)Vx}`SuQ&p|C!ilkj#ly66ZRJNMu< zI?5oCRcS`A4Rq)kv$X@N9cw~L)kwB;3gnrXC5PW9%aHh=q00e;$QyUf)f!wkVN5h| zEd6dCIf3RJqni+qX5=eS{8;U9u+nxOxi-;=c8s0v49JwA)bb%J^Ow-Bs*L#PU8akDUU8dfCScc3h zMfqACIR-cK)YV-?NhhN1w4{SoHu=vP4ux`Fu(VWXOg47d!a!_NcJhq(WEHD%6!8$B z;n>$}xFk5a!i1HkW}payE-VN!8PI5NvMnt_$SMop4(5r$ z<>{A8=Y{IdFZV+_qPWrlE!Zbgc*J?{OQW|&>w38kMG>hd_FXLuei9M-Pq*AWYaH_uO zzmx`)F?nR|fh7oZQSeW`1}qYIJ0W2^3EiE^IO35-6rCD$87y_7XOsGUMx}dO1`Q>2 zGFMiGhS7qnMV@`NrosTw$;JsQ*2H(ObFFsjyH?J27=Gg-$XwOw4a&28tX9CSqt3u> zn;5I5cIFxrxSTKS0;}%q-Z;(D*z&rOLJvcf5C@P1ArP$G?yw}ZX}3Tyk8p|QGL6z zGON3yI!>QF_tw2>>}>eN(do}|2^sU_Yg8?kqhsHEL9FZpoajUXI0TExebOQaBc8B| z>XMEgY@(~E;N*0v+QL=3&6MuJ?={(j9;b=lzQtbJFLgmNZfLU@qQrU-W+j444@FUh z$^B5z+XY7Y3P|iN9dUW7_uNe7T=Hg=ncO6-mdrgqlT9VqVfsIJ_RS5v*m4#_n1MMv z0r1xk`-E3M6e&C^2<@}zD>rgtbljrGZ$e5-XszT3v#?II{nDVU_}O)rhIAvKn|87y zc~xJ7T+w0T%cRb()@g2pl@M}y9Z?|WWd#U77k~LtahxHG;tG67I2H%zcU~}54&>_Rk9v;)z%3n9j_P3e~rwj?&Dd9LM>uxe+EUG43zMovK^~)UO-J z!n`ku4$iV?n@Z3=w-A)uDNPZzojT)l&sNv4XA?(|;`GsxCesgOu`|$)q)F{{2 z3RfZo2*9|swybEYQLr*Id5qJO_L#_D(qn5c;lC1@o)nHDK0q0@a!Uy&=3PtkAX?;^ zGGg|2vyarW_Lo_*p^PG6wHx19(&=Q#aZi~$OkRu4xuveBI}$1mb2TEX0pC?%w~GHV zIMlNtr6dNnc_?W^ru}a`*;Ib(q^xu zUU#PfD**Z)7BT`UOpr&qCBEI?(9Cb2z}YD=+yWo}EuYl{<1TKImI`|)JMf3Dq@YiOgNw%K z>IKgJr&xZukYmKIvR_^qc71f=W-iOOx;`hNan%kkysF`TzKzhgB$HO%4S39k#xNp9 z`l4tQh$b2WeUZv{9dnu$M?oZ{^$#LIQ^t#}6iBjmE~q1z%3I%GOtNs942lN`|O20t{Nm-9;WDTYzp^ zW>V?npa|WdJ}(C6Yu;gM5x%B*`3Tfc!xo`fV=rVKzM+gn*eODzmC0^mNZpzQAt`WP+5;ZgZl|@{5Wl6az?QW=r z0`QjR_Y!s!ltoPpYVXP9r^jddr5+vI?*K%_chsLY9{LLF23Y})Fav}ecqUQ!nQU0+ z>3rv7s`K-CIOaOY)dmkK9r#WS*#dqd79WG=9K%j#-?lJuRj)rChkIQ2yPn+XD9W~% z_HahmF!UpYB5Ny)xl50Yhp_ZiPb`=i)3K~N7L-GyZq%n-WiLI-J?E^7FqqT&J|*_( zV(j}{v5Zl2-L_64x|Xw($PUi*3VX~pS+aD$e0gT3y+le+Znbfh+swn)?vwczd%w}^ zBj_e5+q`2Cs7L2S*%lS^o%kygUA*nBe>Wv1p;oGMSqXh1vW?X{WgSZR(}@yWO;=`@`)TQm<}uMn{{f7 zF&!rV#Hx*|m=9bf2OP<(!9+z$3P!_h^X*zb`#VHoV4~y7>sU}Cx;HQEBii>teIaeS zPX*1(Y%ps0@lrmV-**>K=~@)TF{P`%^w1B>d2|>5mW$S0s+CQW_7B+GiEI}*x^FSu zsL`dDs(5Q*{k@4-;mVp{T8c>rDDD$7R6GHoJ1uh#%M$|kNsa$oV}6`|qR z?7^ISTW1d?K5r)^K$Eyt`-x=LADNyaH_nS{)yVaR%g#Co#8arnuQR_sD|4D?zks2g z^V&bQ#=A*_oYopIg|yoQ!=2-}%IqWt{Mv&FwH>R$jotM0Tmi4E978gXulUuh#c$e2 zwWf^YjNWj(tVPE#-6l~_w1$V^BZYnWo6<6@Pwu|K!_!SPGv7^+0a_U0MPs7$2!2qC z+~}BEfrGA-_09a-*NGum~`C@kRJfDJj!6%i$0BR@NWvvQH3? zg;|g)(5xw^5l6n>$dpsq5^t^*zOEbTeTlt<{N`ztx}+LXAsbd#BTk5x1W2DwFQP*S z`^8tgpDr9IvmrPovzw^Nh05cluyIKg)5syJQklbr-z=xv)z^YTg8i$CQs+v@K88<< zxX|RjJHo19{b8kzm0D`-L_*S&RppNDIdvaXKXp~M_wxSaGecaJP_mKWeNk2-9v4#S zqWW2eF5;3zNLq+EN-{!t+p0Qr0$Dnd0uKET0b6*w?V3nI$ZTm|2GM2bjXAmYc3$-N z7<%y)55@KZSa3+5lezeaBP#)!kEL7REo1Ex72K3|_U+ZZc6t_kwE8>x>TL{Ux9HP# zZ)mg%^^CO_Zo7NbC>)QTNeGE0n4k({;F^(^7PqXO#;1kz+XZK<2D-IXq%PoG?7I6% z09SXiBRhdi9j#CPfG$sUeDM~%%UdBR_)R|4D*x+VbGbB^UUhI;t}s?x*bs$Z?iX^I zetQCVIaN)=clz0n#kqx?-R{9g6j3%)O{HBM#`4~VmK}?xpjL&(eh2!3@pGdg6036Q z{#SsX2XYD0Z5)>|$jG`1vefJJs&2$(PA>jdyED~&en+*_yl^VL8PTAQz2^7#LCXS) z+)sP^%%s&H4_&V93t%qV2cAkT$+%qp;1h(YX||WbCWkNfY5dtU>7REils~Qm7!Lrf z!Nyi%kNCUx3g1yg7+u)N(i9BI9+#&0`zt3_4Ram8ow?r5Tdth!Y@Ta1%!~CI$}=sY zeNXx&u9g%fb|X3V;D%!5Awnt-of>2?<0tUFVN)?W3@#v%oZr|~KE9bq73=ZFi#kp$ znJH*PF8?$xB4=#b} zYGIJ^es3pGBIb)Wx^U>m<465ATdUU&)-q4MEjbyGrYL+F8+Qc5(4R9q;=SZF-hR$| zLPhUwk(~7VE6v4%nvhs;urLX(tYqO{NA#aau%8e=Z@8>zBnRC8Kpsyvv#Gs}m~h;N z`woHV))*c%NxpJwTXsAyDRk`p9dR?-p@l~q4dl>ubdXkNxcr<)+4EFC=fN--(kf2a zh>>cRWINd1e+lP+2Kr2*7}F-`v){E%G~zbG%Hv%Rjb_*_2HT3@wVnbNDZx&wnxM-= zsp?~|_@$QG+Do!hqZ@Mm;7@gm!7}8*)LQr4CS(+UZwd*Z7$I=_x8pbF&AAg-wF8~bS` zlZti1(vkRLTywJrt7i>tI4v2K|1$k3rjim)NK&1bq>!i@NY;;WzBMSDaC#XHNf;o| za!wXX)JD9MK59u%2CfOUBbr^+_CtAPkpwBIufl%<{4`phf5~ubkZ^Z)^2}gG8(|Fg zQ45Nf*>>TbVqIy4?IpijB>a$tNUg4mqS{0tF(xupj{4{M(ys!3BbdoCn@M6pmmKzu zB!P|Iz-DNdB&WJ%$(Oh}!?ukXeOBuMyz^qHCQ9!yIJ=yk5$WVUL@ORsY=tv9s;U)j zc&oe`1p`6enm{xc^zO9sys{&ui#q+5r!jiZ$n0z)lln7`&NM8i*8RKgu7uM)A+gFR z>CenfQ`Gvy&SlsB_F_Pgme>4ka zS+f?pVnQ@#Xr{1L^LpqxwGL#O^?W`PS%PX8$-P9WlL$rru5NNiwQ9Z@ct9-w{(7NE znLVGe#Pe&dd>k7iwC^gjqJO!19_41 zxMVKdUo}*V*)}AS!AY-++smCHYt z;`Qu}m2D)F4&dA@XP>v)=~Iq%k}L@C^k7CY&&mhRoh+{*DYv5z?G@r2qIdA^K^BgM zEW8+RL?~=08wRkCPWNdW_bF?e(n-N@Q}?Pc0xcJ*TKNp)VasQ+7;}bnth{R7D>i{k zODZvXQqO66TARHJ(UZsr7)F*}rP?nN+z3Ap=ZAk}5XS$Nfp;m}oF58_xcp?EDZn1x4@uyNDa*mEk}<^yv47-=$1mdkY`_dZ zyl_o0iLFzcNtb9ST;NS}H>s5bagL+}`zs{VXd;_v9&TV_OzX;u?$D<-KiaU#YjUVv zK70l;QmO^gDR0XJGo~M7v`m9E?Us)t6_L1QuuV%|J`F1*KRIvDAT1>QO`ik4+e1uv zBBGtNg%rwDgg8e`e6qP;6(NU2F{23eoRvEsi)&g>+fzy8HOT!{M(u6VnBY8aWEUgt zKqXy^mF3O-J(DhH@pHG|I^#jjFW#$9TdB0t>?BJ5UO~@yRwwTT$BUw2%V^_GZB5mJ zoKo>-FS)I7TaiW;Pm}UQfRv;7pmi&%2-TlslP9p#s`ZDAuMMu~`qOA}1J%OUd%m|^ zwen-szUduO?B4EcfQF*A^?<81hnZr!m2%&&akLTNr+4LYT{JnW8iVPULEEZ_2a5Ao z@UmRTA{e*85JK~2$yl_vD{-v!=p)0SGf8{26;a(_NiUrPm2aOYrPtR*lcIv7vsGZf z)bMW}*L^IX9QK`{>y*=_D%ev|M!&b{?~6EBhn`paMK7QypHzUI?O8Y9kt-@8ze5i* z7JK@!GwZTzTdGNAnpw&18A;e_q|_6k+E;MoSa(`&CT1&G6vDgG+8UWIQ`AH=eg#G% z+x+;aeb_%kpWf;^nM*CL-p_atx=X{rC8BzI897hYj=t(Ew4f^IpWUV(_ZBARe|MC} z{M@FYsq=&|#KXSTuoT%~$r!7ebfy;zX%x0E{dwQN9KiS!0zMHR^p=?@lYdxIj@I1`CMJ`BONi7wjCp_x(iQ|9ipCqbgI7vl~b-J2PL>ibHDTw(fPVCBH`s-I^6xj z8T1y1kPd%!WdR>MdB>wxKf=NUzt^hVgsJr+ucSt=4EL=0i6u%8j`FudxjPuw3#_N8*yU4(<*1m?3-BW~|mC(Tbgb0j{HLYDa^ z|0>oBto2T8V_*Tx$M+x6RboyyroYEfiU0c`s+G!Dn;j z@6G%WE-vbt8PNqe8Ii@Z>=O_2XZ4n&kvL0UEfWi0`T5jtTBwl@M(fio;J7{?8G`)!?`KvpQCWR z=()%C6y!E}tpnD@kXD7XiOEY(?3*IiT-@poefv`=w|BS&c!v4c7xMM=0(#=)ozl{{P?J2Hyz;YFgS@Gaaap$lm^_2$lzq{ZCXv%(CL~4V9Ya4&kdw-R z%f-j(nuWmL1ZFT(3b2vm%y-L&WM<0?^Q>#r$nn@^NI$Jn9XsR-XX3HnHY>(XMuvG= z19lv8<0m6?%BYSMu`Z)BpZSX4IOI#3#^Vke-DY+yGwR+_C<$Kpj*}K@!?iYMbHfL#~2d2pG9@vnUOJ%`i@0`kXa?xq)sm)^&&saHRB zGTU#~oF2p+C(AvKuKMO9n>&UI9|BY^b~A3SJHc`jNuS_S9ZTZ>3N&p0GeE=rzo7YF z(ENV~%{*pF#$SPk{eJ{#CMjDTys%G9db+(TgZ=kCImf?8uFoZD-i$hWt#ioB^4U*V z0n>Qv_5YU4ABovRj#+oNC!>U4^~xLHOHyx zXTcY<)Sl1Nc0i-$kMcF6)U|Izd)7LeQ;)Po>j7X!dySeUnAqJ9(3b7A=UrET> zX@bdfA(8f}L%UW{CV!II5ze$FY{~%PMPhNnKNK>VqB+7vM^q;VeCu-1IOUqao5T;k zAP&abZVQF}fOw|C&*aOGibInCjYDdzM0Z@BVx-VEgiJ#Yx{PtBu@yeS@k5)zF+U1r zK

r?F;P+wZDNwP!#HzVm;^!4kFLxd4joSy_1qG1Xh8RqMT5M$;6`oa?6oJu89CA z%}ujn^<<>9r*%AVFCGJe|72(Vnl+O$Ve>!=1IRK!!qM;?kNc&2n@_%xSMHR81NFvKxwv8h7!?XUo^Ws0Erh^-jlM^Uv5DRd;v6Yi8($0yN92S3BvR19$F?)PJ z*`D}Glxpu&GB)%gD3#jSa*cl0Yppw8Ddl$bdQQ|$xvJbw1Y{c_pYq`Le6Mc3hB1L( z$(m2If7k{|cFo}*Y||x6Bs=N1YUyl6 zui0o8i+34my>-?NOE$A*#L?+?z*;b@Htuxxx``9H$F)kMdgSc8ya%En2UKr?E?0Y% z&SrFw6enh0`FGk`BF_9{j`38OUul&~HB_p;<|RlDFy%`Z;uZ$Qo>7$wVx@Z2BH_jn zpp8qIOgI)aV^$<|bWufmc2yC9{h{`MXvc4uT#SriN+dg2L(93kMI2(-69D+wa5O#V z)6&C{Fr;>arz=K;;3F^dH4Sjs3US`*V%A?gY^&9TOIMOyjFatS7Qim_ZtLQ@-9_Jh zBl;MkuCUyKITQ-uf&)Q%AV<@a(mFz$09$0$I}|F2+T|O9*MQLW?;!~fIDvJQvm_XF z+fCk`BG|hkP2)uA?j+U?+>I-ov$Nlk)VtY!Nbs}9d&$qU9Q%RRb48#e4=dyn~a3@ zvYs0|6c+a7=fY&cwpsFsu0)(B%|iZI0nxQrHk8mSRmuP@a5NzrZ?+$ zyyov(^;o*QJ&hyj~9lT#{M* zg~wX;>X=@h>h4;#=cG(Hk$|JV8CU04i6`GJaP~3&mK;CWQ3;WGHgT_ClnMj&T26@g z>z?0tndTK>Y`ttVd+)T$$9z4+-5A(bJo5le>BZDuq(7^;* z{Gyd_g{*sLTtYBuw`IAp+kUv9(z%AH1*!0cBuT&};rQerecflq@5g^}u;E)1L^ zVShds6}`2dGpx8Zb+JSZDBWPIDG|WBN~(cPLLYXaoOk&e_Ebz7n>J$d9bugQEXj_cShSbkTr~`J8QoeY1uP?T1ulJl5Vx8koMrtt$gfd{8 zH!lM=Eyg`)E5K14*F8rD-1aky9jR?j+MBQlAcpZSg8Mp~WVi^?Tlfv$3w7rBLdk9> z^cK)_C@z(Whw-vjlnitQcv=I_9CA@J@$x;b(T&A~qFY>D-o_54_8Z-l`hm%(o#Szs zzzN#^BH!`Uq0}T$@9*8_8D>(ZKk*#{5u)?NXTE=%R}X{{aCQbnn?ok0HgI;fc1VpO zAYXjvCT+UN>(J@>C^NVk(0KQ9k#Ja1E1%re^RKHb5_53=BMsr-aiIaat#g@>+ix*8MDibE1~@=|(u5h|#n>-3SO8Ij zX4@heD)a^M{q;UV#H95E`=dotQk8Sw^}WZ%>ERJ%xOGy$?y#J6gOqpU$fcY5-7o1iAgZ|4EL!}r=+*_}q{mXd}Bk;cmJoi0Qi8V()$ zr!{M$3-iCzDM)s0(~6P{Zz$Rf629luqZ5vzgRU78{pihu_svJj>l%WE&+Ag?QYh6# z*mNq%ye`(gH{H}txOT;OWs6EDmj@X|4u0W7R0Goi*ZL$U428&rfPJdPYgplzB5d$A z(iH-=83y~=Er|jQe?VafhSkEy#?qHZ4Bifer#Zrx(FhxlErja|>xW_?+mKK?3lu-8 zR$fnvdI)XTXiPZ%+@!-ERUgC=7A`w^mO6Gs;t<@qMGg_feEymTrJ`>fG5IM;SocMXp zQ9PS*J)40)n~^`88Qk>KS$l621^J-AZC6EGkLI@AwQtfk)!Axy<(Q?lpVwEM6T=Z{ zh0H<*RVK2$z*T+?_zO|O!o>6!G{OGw(}dUmHNPSv52E?I&-foSVO2*iB*k^NS(&Np zmw4U)HTC57#%G9haIiY-TrlEnW3rR+({#4+u!5;}@AU$GZ7t8ruHq}}8&d(>KHI8b zOko9mg9<@aJ{5d0W%r)B>&y8P@6#`I&=y3qFVkl19dZ#j*_qo6fI`=uVs8A|@UV zPq+Z%5j`b|7F-$+i=qam!<4ms_0Q%l9TurjJr~sZ4KeJ-GYeZ)NC&ynESZi(B?V{V z#YRXyU;|R>7`uth2#~q_Zs(e%pFX!F>8xf#5mp?0L#Jw7&QXskFn> zF1CF^2h?w8NN6e=G}=9h3fnv(%~eSf3R#$|pt7)$f%)_yYdgqrm{4|obiYP0=nxHH z;#hpeiY?y5Us(98ji*6F87I3(YjhLzM+u4cYc34Fu5+3YJUw z>?MM?wLUA3^};iokFEzFSk`?DjniHHF_;GRd5aDksOhOe9QOPK4)_$> zKb`Si_1UFCW%#KEEoN=SB=@y|w)NFV?Y2$N*CJ z4qi=UZL^x19G2{$0ZZwLQTzpZW1^ULx=SkSzWo>aYLFgB-7rSs3ul zM**Y_b*+oPi~5bvu9}ROx^@>luWT()OZ<*keJYX7ZPSGh;H7JW{1>xC2oZ$0TS$`h z?S}tK7%WWxn%_pu%*66&^Jmfk~`?WZ|@D8%|V)f@m{zWk;k{*GYtOAm#k81Ij*Y)IgO9YpeWk4znB;r%&jzoj{&3y;&e zyr~Za3rOTvuj|`>OVY2q^ARE1ps-0R(k1RA>naV*{eB#0_;oAq(e}*OPGnGgq`^|@ zE!elKKRam7+A&~2(pRHZwm3=})%*K`x|?K@@!KZDbC}AD@(Aas0g3NEE+md93l)S` zY&R4(uAV$ef?N>nJ&n}DK-Z6$FkwKWG$aDjSHcpxK1|3Zs)sA4u2r)U#oRCIATaRMlAY4d;LX7~mfYmQjn#i@#jdN)=RHt9YP^zUHn23Wdmp+{!g4t^| z2uXgCjBzudw=K0slTq%B`WCj@_PUvRY|ln5SHRWHjSE2GgN^0@uQytfVEx<*(NKII zKwt<5KQdBIyA{OzJauIh-XN+MQ5^E?bO#@NvS*RYt=lw0<7bo9&gbTOL?6oGVVZbnUcx62ng1 zp{x@OiE5O!6&2|in?M>*dO)6O54x(yx_P!R4#6|SCMUWpjw57=$6jZ1u*TOwEzA!v znMB4}vzILnOuBU!(}Hb#lRWtj`>cB9#e62YJK~nNyqQZy7$vsuWo^4@RA>k)0Q|--QrVtr>=={W2{bo~WI_ z%cDJzN-`-jZ(OGkJUHO$Bp-XGwRK2*3ouuWVjH7p|SmS0rs*+^@+za(56P!HM73QMV9O6x9(kR<9-mJXMUm33ySa{q(x>v81QOt3rB0a{nyfmN(teV;Gr??=kJFIN7gM5jAQ>xi82 zfAM$1{LiXQ!QRHm$g1PqC6~2EF4T+EbPo2z=U89dL|A^CMHVYxUV)w|J@LPy}qrju@Nz&xc+ws zV^~H7fS4MCxYPIV2Kv_4f9@E-%-n$(xc&Xk(GjZ}+dBZinwXV=nT?s9n}vg&m7axx z<3DaG@C0KuVp(%%V`AV{u`?POJ2Q$J8<^``QxjX->N}b_80!-||Kl?_7}yw?{tTgp z6%hFIBmRlGGqbb&(@YBBW@}8$C~sh)>}UncC`Zh}_9y&q@8C$x&JNs_HMTZ&G$UqZ z=HULjAph@!^XD3x4rqg@-iwt<5?a)3kD3@_1m6e0Fa_xmV+|sOw=IptQjnFyaCd$< zK1SrJmy?qzOQkC(z-FYMAD=(JoMvP!m*ru|GMVGE21&vBba&4))01lP&#LySuoCcV zk=5ev$*~-wYhm1i-hTIPUCgc;lPEd zm+DvOCEW`=Oes>LXhM&f+kW+fIowjjnPvF1=Krd_NN;oAKMs|?WZRg z;h_vPI!QFOA08M8${7%S@Ptrsw;-L}AbH5@SD$qKx{;?K;BaF-Rp?+XvvbwKmE5JV zF`03t)iBGEr|jrjLI@@eK6Sx*VM^BZRKbKg$aK-yfha2(ppza+5r5$V14zS%EVdMq zZy|$Z(U>z!f=V#|K#^2MCBybV=69dl4L*a%K|4d(75sfe`?RsUk;uK> z*c~hyed;!1OU~E;_~Y)#Mz>X@6l6q^yg0tTCmtM|E3>m3LBP7dnXy^m0cn*sCmz>o#AnVof@{3b}5)PYfELzH0Q@n1kM`xd5rMQ;tr> zsj|MlCiGFB{My(#N2m%-+pkww*mli#>&XR8>t_r3>qee)E%3Qd^;72|jYq+s z^)9g^PviT8KEUF^kWd)1H&4uwdHT4W$vWP8rf_<1RUdr#b2b?lnYr(*hO$J?D90}u z`5l-INc-9$bSgY|*#^8b&~ucb(OF&_ytPUX6tgQrmillFh?fasv@|gQxU)F&nDo5b zIl1znC7L=jh$VTePpzLDN7TNPpfk}l)-xb$oW4}KiLVdx%ipu>MeWg_1n9li&4}7&3p7emu1e)HWskm}>va}Zpj|jw85XRle>6~y+qJ2yk1Gs)iE|CxZ zJS9^r4!?y8(g15kUBz`+H_zB6t=|I(<+e4}9d%p!S(g9{Dw0YLqNHk?t|VB$qLk7d zD(sPr#=3J1%THmWl&K*r3Q_%fcv<-(5~RGG#gXUqizSze2N0(E(e{wU3aFCpy4k@n z&V5Yc&O#~5%ZremF;bSH0V&F6KN!h5wCds`)&3gDP|v1Y6Eh&GNpJG9BB-)Lj6Pg) zO?_*29y3_ZfuVUbAs$`cYdTwmB{Q}xoabjv9s%i^Dv6tcJ<*`FsrOt9h$mn^0<}*$ z6E|oG^dD){U{bn+?Np*0Ip5pRlvz->C{&Fz<e{x*yR0>V!*n5-g)#V=U z#MWaj`ZEaWNTnhE1)U!cV&w+`Xa*qmgjJ*e+fs*BFO%BDwG|zA?OB4gIyF^#m02M; z?W+b#b13Rh+S1~@UjDqMvBz!&JIY8U-g?&te-=91xSlR|I(YP<*I&W$HNWG7eMWi- z_I)|rA~ojRN1o?sB4wo1SImU_(l)1fz#iBMOC#X=cm}%t-tsYJy$_=!Hv_1KWzClyO?P>msX>$EH&zcIbf8A;_dFU#b(zxP-YcYiy4gD;a{vQznbJ%0=0)ARTYBDlACOZE{jxI6g_=RKx-gZ2^D zxn1~1?=!f0o9Wswcm+b#rFo6La(Wu3dzG@7X|k_xPYEAO50e59QRx6`p54(L7P=Tq>!6x3YY29NfooLk7D@(%I~J zUNNIUgrtpk9N?J2snB!4G}pqpA8$kJ>uCz7kL(lu@3G%ox=)#Jg7=O!iChA>pzJfR zH$G%*7`3L8x`MoK?ESJS+a3Ous@toE2OXp)#(g^1i`)j9JM|%RF{Er-;3g<> zm4!synYHba$4zjv!SYDnTztd@y^uLp8u&_FC4HM?j#qfe6`1%7eX7!X*FOtMPe06B z3HBJQJGtE)9IrCgqVU!h92zmul_@*ct=ieUe;u>SR{-Fd>Pt+loH5MrJz~{d=dXFdzWVhHhgg2M6b@fGhqfuMrk`Mgp-EZVN)ieS?x2n?xfk>|e_01s zc+G~oizumGjI+L;y*)1k17o2R#A!h*Nc73__i=``11|dd7gjz_Ja6^Z;*BWAljHA9 z$qS;dDJewGCC{%CgMx(k-j6qT!=ngeP!CgEjev5B_RC-9rP3$m7&0gQkQZ~a#W0~1CsRV6crstFx&CwJ|tg}fpzhmY0PKOtmJ z1De?qWr$4T@aWo$)<)fVimK~`s_J^|APy`$5^pxpz9h(S#E&e3YoB;l-nJ{cjO%ku z#QLzZ{x%z7x)+N~9l!vBk7XMq(n zFPqHCk3N0K86RLqNWd=r=ElpmvUDnpnz;ZuL$uH_PgZz`~ua5 z1sD&v?#Ss@X*4Y!eVZTmTtm)z~L?B;l6i3%0f%d1$b<8v8%JOyy-lCK! zuTR!IlAjvR%|OjorEnx8-|!NlIIDzTv8(89QLGkDKYg{A3~&rdrrp7H$p4g>NCVMS zBTU@|F#{TCNmh}gG1jQC@+ovdVU&q>(oRr0%r9@nX`B^Z|9kU?Z?^k2Gma@tOP%K-tw0Pb><2EF`$?c4nQ+hrb z&O0VNms||}VwlpJNMLgTr6vpl!#$#EJ}^GW@^e`mHfB5@8vV*|S7GGM+BKbME4q7W za$mY?!iK-dic0v6=w$kAn#|kYgP#{|%I$rN^PJ%Ac{2dn{_@&zIhH2oBnsd^=bQ(b zS3y=!d{0meW_~2eFKH-&i>!`iD{6;T-6y`4q#-CCb#iZbRKa#SIAso8jRRObqMS$s zG*4GBh;69K8-6&(?j2hxhvO-@t*FAsVj{febT9^Me<7NLaio$+L}%hUII7b6B}!!jzHy8~6zpNdZ3 zh&7psS&5l}2bFAW9En+&|3vSV{+wZA18n^fw|`oq#F~6uV%$u^96;^IB*Mwg$|Wwu zD$2&i!Y#(c2CSpR#w;#C{NE1&e$PLY6g%g?@3JPC8J1U8L?66%0M76*q=jhf;q#%* z#Ax(T!WF3f!)`-vo0#kjcP9D*(&2LLjO{s2dcbo-LkG5nHK@Y6(w)ONA{(f`vM;jyqm-Frk;e}L-X^>7`h}YC6|W; z%2FRp2%eONXO}leK_tbr#9t$!q%>ndAA&qvhr)9b%o^9`hssnDYWtZGT3G;F9>9PC zNmYckt_L?^MGT2$st3V6E72ILu6Qo;iR?UvLVIuyf;*v)UjBK6iwIj6X`N=68;Of? z0`ZmrkEC+uZbA7sr)#Pc>%B;(^hshN#FFSqFsA;O{O9mO|ElCUq;*&knq;U9YhQir zz@O5qf=J?ecoDrx(hosU#!HCG3W~$+k9we=^|5429R=?6pw0r?nQ~|D$Nkr=_^E>msk{a`mpPY%LJMH2{Ks-rZWN2=8aLsL{#;(>f%~Sm4@)iip2(vy_O_P zL_9dcULB?=T9GLC8waHEe7=G0O(DfIQaG5K#lK?2!BOAd(bXOZ3T9?5P8McZ3JNiK HaoGO@mTH;) literal 0 HcmV?d00001 diff --git a/www/presentations/semantic-web/slides.tex b/www/presentations/semantic-web/slides.tex new file mode 100644 index 0000000..567c461 --- /dev/null +++ b/www/presentations/semantic-web/slides.tex @@ -0,0 +1,361 @@ +\documentclass{beamer} +\usecolortheme{seagull} +\setbeamertemplate{navigation symbols}{} +\usepackage{graphicx} +\usepackage{tcolorbox} +\usetikzlibrary{positioning} +\usetikzlibrary{shapes.misc} +\usepackage{xcolor} +\usepackage{tikz} +\usepackage{environ} +\usepackage[style=authoryear]{biblatex} + +\usepackage{tikz} +\usetikzlibrary{shapes.geometric} + +\begin{document} + +\title{Resuscitating the Semantic Web} +\date{} +\author{ + Spencer Killen \\ +\tiny{https://sjkillen.ca} +} + +\begin{frame} + \titlepage +\end{frame} + + +\begin{frame} + \frametitle{A Brief History of Internet ``Versions''} + + \begin{itemize} + \item Web 1.0 + \begin{itemize} + \item Website, basic browsing, hyperlinks + \end{itemize} + \pause + \item Web 2.0 + \begin{itemize} + \item Dynamically loaded content + \item Infinite scroll, more interactivity, etc. + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{``Versions'' are Largely Marketing Slop} + + \begin{itemize} + \item Hundreds of ``Web 2.0'' books sold + \pause + \item But... versions do signal a push for change + \end{itemize} + +\end{frame} + +\begin{frame} + \frametitle{What is Web 3.0?} + + \begin{itemize} + \item In the 2010s, people were pushing the Semantic Web as Web 3.0 + \begin{itemize} + \item Academics + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{The Semantic Web} + + \begin{itemize} + \item A phrase coined by Tim Berners-Lee + \begin{itemize} + \item Who is credited for ``inventing the internet'' + \end{itemize} + \end{itemize} + \begin{quote} + The essential property of the World Wide Web is its universality. The power of a hypertext link is that "anything must be able to link to anything" + \vskip 1em + \hfill -- Tim Berners-Lee + \end{quote} +\end{frame} + +\begin{frame}[fragile] + \frametitle{The Semantic Web} + \begin{itemize} + \item In Web 1.0/2.0 documents of structured information link to each other. + \begin{itemize} + \item But the documents don't {\em mean} anything except to a human reader. + \end{itemize} + \begin{verbatim} +

+ 1-780-468-2639 + + Spencer Killen + + sjkillen@ualberta.ca +
+ \end{verbatim} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Level 0: Data Annotation} + \begin{itemize} + \item Documents describe what they are + \begin{verbatim} +
+ + 1-780-468-2639 + + + + Spencer Killen + + + + sjkillen@ualberta.ca + +
+ \end{verbatim} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Level 0: Data Annotation} + \begin{itemize} + \item Meaning ascribed to different sections of the document + \item There's an automated way of interrogating the web resource: + \begin{itemize} + \item Who is the website about? + \begin{itemize} + \item One person, Spencer + \end{itemize} + \item What is Spencer's email? + \begin{itemize} + \item sjkillen@uaberta.ca + \end{itemize} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{The Good and the Bad} + \begin{itemize} + \item Website is {\bf more} machine readable + \item Easier for bad corpos to mine information + \begin{itemize} + \item But companies will use LLMs to mine this info with or without annotation + \end{itemize} + \item Good actors: + \begin{itemize} + \item Application interoperability + \item E.g. Very easy to build an application that looks through pages you've browsed + \begin{itemize} + \item ``Makes a list of the people I've read about online'' or + \item Poll https://sjkillen.ca periodically and update Spencer's contact info + \end{itemize} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Level 1: Distributed Authority and Ontologies} + \begin{itemize} + % \item An evolution of human knowledge + \item An information either asserts authority: \\``the sky is blue, trust me bro'' + \item or cites a source: $e = mc^2$ (Einstein 1905) + \end{itemize} +\end{frame} + + +\begin{frame}[fragile] + \frametitle{Level 1: Distributed Authority and Ontologies} + \begin{itemize} + \item Ideally, anything and everything should be cited + \begin{itemize} + \item Current methods of citation are highly limited + \begin{itemize} + \item We reference a book, article, etc and expect the reader to find the relevant parts. + \item More granular systems exist (e.g. citing specific diagrams, bible verses, etc) + \item But these systems cite some structural part of the source material, not a semantic one. + \end{itemize} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{A Contrived Example} + \begin{example} + Writing a fanfic which combines Linux lore with Lord of the Rings. + + Richard Stallman is a Hobbit character. + + A reference to the Stallman Hobbit needs to cite both Linux lore and LOTR. + + How will people know which idea comes from which source? + \end{example} + \begin{verbatim} + + Richard + +was a 3 foot tall + + Hobbit + + \end{verbatim} + \begin{itemize} + \item Normal citations happen once, but we can cite every usage + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Authority Delegation} + \begin{itemize} + \item Now Wikipedia and lotr.com are the authoritative definitions of Stallman and Hobbits, respectively + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Modeling Concepts, Relations, and Webs} + \begin{itemize} + \item Our citation doesn't describe the relation our character has to the real person our LOTR books. + \end{itemize} + + \begin{verbatim} +
+ + + Richard + + + was a 3 foot tall + + Hobbit + +
+ \end{verbatim} +\end{frame} + +\begin{frame} +\frametitle{Schema.org} +\end{frame} + +\begin{frame} +\frametitle{We Can Define Our Own Concepts Too!} +\begin{itemize} + \item Someone can write a fanfic of our fanfic to cite and incorporate a new creature we define + \item Someone browsing for stories can search to find all works that incorporate our creature + \begin{itemize} + \item All usages are self-reported, therefore not susceptible to AI slop errors. + \end{itemize} +\end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Level 3: Semantic Services} + \begin{itemize} + \item A website can use these technologies to report the services it provides + \begin{itemize} + \item E.g. a pi digit calculator + \item An imperial-to-metric converting service + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} +\frametitle{The Premature Death of the Semantic Web} + +\begin{quote} + ``A technology dies first when people stop using it, and then again when its name is lost. '' + \vskip 1em + \hfill -- Unknown +\end{quote} +\pause + \begin{itemize} + \item ``Crypto/Blockchain is now Web 3.0''! + \pause + \begin{itemize} + \item The name has been stolen from the Semantic Web + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{The Arduous Knowledge Engineering Barrier} + \begin{itemize} + \item Implementing the semantic web takes two types of experts working in tandem: + \begin{itemize} + \item Experts in web technologies (knowledge engineers) + \item Experts in the domain (e.g., Linux lore expert or LOTR expert) + \end{itemize} + \item This is why semantic web technologies never saw widespread adoption + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Reclaim the Web from the LLMs!} + \begin{itemize} + \item Large language models are stealing the web from us + \begin{itemize} + \item Automatically extracted data from websites is served in a chat client + \item Websites aren't visited by people, just LLM scrapers + \end{itemize} + + \pause + \item Fighting back? + \begin{itemize} + \item Use LLMs to allow the domain expert to ``be the knowledge engineer'' + \begin{itemize} + \item Ensures automatic data extraction is audited by an expert, unlike current LLMs + \item Data is accessible and reliable + \item Greatly decreases the cost of semantic web tech adoption + \end{itemize} + \item Build more tools that rely on the Semantic Web + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Semantic Web Technologys} + \begin{itemize} + \item RDF + \begin{itemize} + \item RDFa + \begin{itemize} + \item Used in examples. Annotate HTML with relations + \end{itemize} + \end{itemize} + \item OWL + \begin{itemize} + \item Extends RDF with description logic + \end{itemize} + \item RIF + \begin{itemize} + \item Extends RDF with intuitionistic rule logic + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} +\frametitle{How to Get Started} + \begin{enumerate} + \item Learn basic HTML + \begin{itemize} + \item Only very basic HTML is needed. + \end{itemize} + \item Learn RDFa Core + \item Annotate a document using schema.org + \end{enumerate} +\end{frame} + +\begin{frame} +\frametitle{Exercise} + \begin{itemize} + \item Annotate HTML with RDFa, then verify using an RDF extractor + \end{itemize} +\end{frame} + +\end{document}