20";display:block;height:0;overflow:hidden}.clearfix:after{clear:both}.tie-container,#tie-wrapper{height:100%;min-height:650px}.tie-container{position:relative;overflow:hidden}#tie-wrapper{background:#fff;position:relative;z-index:108;height:100%;margin:0 auto}.container-wrapper{background:#fff;border:1px solid rgba(0,0,0,.1);border-radius:2px;padding:30px}#content{margin-top:30px}@media (max-width:991px){#content{margin-top:15px}}.site-content{-ms-word-wrap:break-word;word-wrap:break-word}.theme-header{background:#fff;position:relative;z-index:999}.theme-header:after{content:"";display:table;clear:both}.theme-header.has-shadow{box-shadow:rgba(0,0,0,.1) 0px 25px 20px -20px}#menu-components-wrap{display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;width:100%;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap}.header-layout-4 #menu-components-wrap{-webkit-justify-content:flex-start;-ms-flex-pack:start;justify-content:flex-start}.header-layout-4 #menu-components-wrap .main-menu-wrap{-webkit-flex-grow:2;-ms-flex-positive:2;flex-grow:2}.header-layout-4 #menu-components-wrap .flex-placeholder{-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1}#logo{margin-top:40px;margin-bottom:40px;display:block;float:left}#logo img{vertical-align:middle}#logo a{display:inline-block}#tie-logo-inverted,#tie-sticky-logo-inverted{display:none}@media (max-width:991px){#theme-header.has-normal-width-logo #logo{margin:14px 0!important;text-align:left;line-height:1}#theme-header.has-normal-width-logo #logo img{width:auto;height:auto;max-width:190px}}@media (max-width:479px){#theme-header.has-normal-width-logo #logo img{max-width:160px;max-height:60px!important}}@media (max-width:991px){#theme-header.mobile-header-default.header-layout-1 .header-layout-1-logo{-webkit-flex-grow:10;-ms-flex-positive:10;flex-grow:10}}.components{display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-ms-flex-align:center;align-items:center;-webkit-justify-content:end;-ms-flex-pack:end;justify-content:end}.components>li{position:relative}.components>li.social-icons-item{margin:0}.components>li>a{display:block;position:relative;width:30px;text-align:center;font-size:16px;white-space:nowrap}.components .search-bar form{width:auto;background:rgba(255,255,255,.1);line-height:36px;border-radius:50px;position:relative}.components #search-input{border:0;width:100%;background:0 0;padding:0 35px 0 20px;border-radius:0;font-size:inherit}.components #search-submit{position:absolute;right:0;top:0;width:40px;line-height:inherit;color:#777;background:0 0;font-size:15px;padding:0;border:none}.header-layout-1 #menu-components-wrap{display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-justify-content:flex-end;-ms-flex-pack:end;justify-content:flex-end}.header-layout-1 .main-menu-wrapper{display:table;width:100%}.header-layout-1 #logo{line-height:1;float:left;margin-top:20px;margin-bottom:20px}.header-layout-1 .header-layout-1-logo{display:table-cell;vertical-align:middle;float:none}@media (max-width:991px){.header-layout-1 .main-menu-wrapper{border-width:0;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-flow:row nowrap;-ms-flex-flow:row nowrap;flex-flow:row nowrap;-webkit-align-items:center;-ms-flex-align:center;align-items:center;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}}.mobile-header-components{display:none;z-index:10;height:30px;line-height:30px;-webkit-flex-wrap:nowrap;-ms-flex-wrap:nowrap;flex-wrap:nowrap;-webkit-flex:1 1 0%;-ms-flex:1 1 0%;flex:1 1 0%}.mobile-header-components .components{float:none;display:-webkit-flex!important;display:-ms-flexbox!important;display:flex!important;-webkit-justify-content:stretch;-ms-flex-pack:stretch;justify-content:stretch}.mobile-header-components .components li.custom-menu-link{display:inline-block;float:none}.mobile-header-components .components li.custom-menu-link>a{width:20px;padding-bottom:15px}.header-layout-1.main-nav-dark .mobile-header-components .components li.custom-menu-link>a{color:#fff}.mobile-header-components [class^=tie-icon-]{font-size:18px;width:20px;height:20px;vertical-align:middle}.mobile-header-components .tie-mobile-menu-icon{font-size:20px}.mobile-header-components .nav-icon{display:inline-block;width:20px;height:2px;background-color:var(--base-color);position:relative;top:-4px}.mobile-header-components .nav-icon:before,.mobile-header-components .nav-icon:after{position:absolute;right:0;background-color:var(--base-color);content:'';display:block;width:100%;height:100%;-webkit-transform:translateZ(0);transform:translateZ(0);-webkit-backface-visibility:hidden;backface-visibility:hidden}.mobile-header-components .nav-icon:before{-webkit-transform:translateY(-7px);-ms-transform:translateY(-7px);transform:translateY(-7px)}.mobile-header-components .nav-icon:after{-webkit-transform:translateY(7px);-ms-transform:translateY(7px);transform:translateY(7px)}.main-nav-dark.header-layout-1 .mobile-header-components .nav-icon,.main-nav-dark.header-layout-1 .mobile-header-components .nav-icon:before,.main-nav-dark.header-layout-1 .mobile-header-components .nav-icon:after{background-color:#fff}#mobile-header-components-area_1 .components li.custom-menu-link>a{margin-right:15px}#mobile-header-components-area_2 .components{-webkit-flex-direction:row-reverse;-ms-flex-direction:row-reverse;flex-direction:row-reverse}#mobile-header-components-area_2 .components li.custom-menu-link>a{margin-left:15px}@media (max-width:991px){#tie-body #mobile-container,.mobile-header-components{display:block}#slide-sidebar-widgets{display:none}}.top-nav{background-color:#fff;position:relative;z-index:10;line-height:40px;border:1px solid rgba(0,0,0,.1);border-width:1px 0;color:var(--base-color);clear:both}.main-nav-below.top-nav-above .top-nav{border-top-width:0}.top-nav a:not(.button):not(:hover){color:var(--base-color)}.topbar-wrapper{display:-webkit-flex;display:-ms-flexbox;display:flex;min-height:40px}.top-nav .tie-alignleft,.top-nav .tie-alignright{-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;position:relative}.top-nav.has-breaking-news .tie-alignleft{-webkit-flex:1 0 100px;-ms-flex:1 0 100px;flex:1 0 100px}.top-nav.has-breaking-news .tie-alignright{-webkit-flex-grow:0;-ms-flex-positive:0;flex-grow:0;z-index:1}.topbar-today-date{float:left;padding-right:15px;-webkit-flex-shrink:0;-ms-flex-negative:0;flex-shrink:0}@media (max-width:991px){.topbar-today-date,.theme-header .components{display:none}}.breaking{display:none}.main-nav-wrapper{position:relative;z-index:4}.main-nav{background-color:var(--main-nav-background);color:var(--main-nav-primary-color);position:relative;border:1px solid var(--main-nav-main-border-color);border-width:1px 0}.main-menu-wrapper{position:relative}@media (min-width:992px){.header-menu .menu{display:-webkit-flex;display:-ms-flexbox;display:flex}.header-menu .menu a{display:block;position:relative}.header-menu .menu>li>a{white-space:nowrap}.header-menu .menu .sub-menu a{padding:8px 10px}.header-menu .menu ul:not(.sub-menu-columns):not(.sub-menu-columns-item):not(.sub-list):not(.mega-cat-sub-categories):not(.slider-arrow-nav){box-shadow:0 2px 5px rgba(0,0,0,.1)}.header-menu .menu ul li{position:relative}.header-menu .menu ul a{border-width:0 0 1px}#main-nav{z-index:9;line-height:60px}.main-menu .menu>li>a{padding:0 14px;font-size:14px;font-weight:700}.main-menu .menu>li>.menu-sub-content{border-top:2px solid var(--main-nav-primary-color)}.main-menu .menu ul{line-height:20px;z-index:1}.main-menu .menu .sub-menu .tie-menu-icon,.main-menu .menu .mega-recent-featured-list .tie-menu-icon{width:20px}.main-menu .menu-sub-content{background:var(--main-nav-background);display:none;padding:15px;width:230px;position:absolute;box-shadow:0 3px 4px rgba(0,0,0,.2)}.main-menu .menu-sub-content a{width:200px}nav.main-nav.menu-style-default .menu>li.tie-current-menu{border-bottom:5px solid var(--main-nav-primary-color);margin-bottom:-5px}nav.main-nav.menu-style-default .menu>li.tie-current-menu>a:after{content:"";width:20px;height:2px;position:absolute;margin-top:17px;left:50%;top:50%;bottom:auto;right:auto;-webkit-transform:translateX(-50%) translateY(-50%);-ms-transform:translateX(-50%) translateY(-50%);transform:translateX(-50%) translateY(-50%);background:#2c2f34}nav.main-nav.menu-style-solid-bg .menu>li.tie-current-menu>a{background-color:var(--main-nav-primary-color);color:var(--main-nav-contrast-primary-color)}.main-nav .menu a,.main-nav .components li a{color:var(--main-nav-text-color)}.main-nav-dark{--main-nav-background:#1f2024;--main-nav-secondry-background:rgba(0,0,0,.2);--main-nav-primary-color:var(--brand-color);--main-nav-contrast-primary-color:var(--bright-color);--main-nav-text-color:#fff;--main-nav-secondry-text-color:rgba(225,255,255,.5);--main-nav-main-border-color:rgba(255,255,255,.07);--main-nav-secondry-border-color:rgba(255,255,255,.04)}.main-nav-dark .main-nav{border-width:0}}@media (min-width:992px){header .menu-item-has-children>a:before,.mega-menu>a:before{content:'';position:absolute;right:10px;top:50%;bottom:auto;-webkit-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);font-family:'tiefonticon'!important;font-style:normal;font-weight:400;font-variant:normal;text-transform:none;content:"\f079";font-size:11px;line-height:1}.menu>.menu-item-has-children:not(.is-icon-only)>a,.menu .mega-menu:not(.is-icon-only)>a{padding-right:25px}}@media (min-width:992px){.header-layout-1.main-nav-below.top-nav-above .main-nav{margin-top:-1px;border-top-width:0}.header-layout-1.main-nav-below.top-nav-above .breaking-title{top:0;margin-bottom:-1px}}.header-layout-1.has-shadow:not(.top-nav-below) .main-nav{border-bottom:0!important}@media only screen and (min-width:992px) and (max-width:1100px){.main-nav .menu>li:not(.is-icon-only)>a{padding-left:7px;padding-right:7px}.main-nav .menu>li:not(.is-icon-only)>a:before{display:none}}@media (max-width:991px){#sticky-logo{display:none}}#main-nav:not(.fixed-nav) #sticky-logo,#main-nav:not(.fixed-nav) .flex-placeholder{display:none}@media (min-width:992px){#sticky-logo{overflow:hidden;float:left;vertical-align:middle}#sticky-logo a{line-height:1;display:inline-block}#sticky-logo img{position:relative;vertical-align:middle;padding:8px 10px;top:-1px;max-height:50px}.header-layout-1 #sticky-logo img{padding:0}.header-layout-1:not(.has-custom-sticky-logo) #sticky-logo{display:none}.theme-header #sticky-logo img{opacity:0;visibility:hidden;width:0!important;-webkit-transform:translateY(75%);-ms-transform:translateY(75%);transform:translateY(75%)}.header-layout-1 .flex-placeholder{-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1}}@media (max-width:991px){#tie-wrapper header#theme-header{box-shadow:none;background:0 0!important}.header-layout-1 .main-nav{border-width:0;box-shadow:0 3px 7px 0 rgba(0,0,0,.1)}.header-layout-1 .main-nav{background-color:#fff}.main-nav-dark.header-layout-1 .main-nav{background-color:#1f2024}.header-layout-1 #menu-components-wrap{display:none}.main-menu-wrapper .main-menu-wrap{width:100%}}.main-nav-dark .main-nav input{color:#ccc}@media (max-width:767px){.magazine1:not(.has-builder):not(.error404) .main-content,.magazine1:not(.has-builder):not(.error404) .sidebar{padding-left:0;padding-right:0}}input{border:1px solid rgba(0,0,0,.1);color:var(--base-color);font-size:13px;outline:none;padding:10px 12px;line-height:23px;border-radius:2px;max-width:100%;background-color:transparent}input:not([type=checkbox]):not([type=radio]){-webkit-appearance:none;-moz-appearance:none;appearance:none;outline:none}@media (max-width:767px){input:not([type=submit]){font-size:16px!important}}.button,[type=submit]{width:auto;position:relative;background-color:var(--tie-buttons-color,var(--brand-color));color:var(--tie-buttons-text,var(--bright-color));border-radius:var(--tie-buttons-radius,2px);border:var(--tie-buttons-border-width,0) solid var(--tie-buttons-border-color,var(--brand-color));padding:10px 25px;margin:0;font-weight:600;font-size:14px;display:inline-block;text-align:center;line-height:21px;text-decoration:none;vertical-align:middle;-webkit-appearance:none;-moz-appearance:none;appearance:none}@media (min-width:992px){.sidebar-right .main-content{float:left}.sidebar-right .sidebar{float:right}.sidebar-right.magazine1 .main-content{padding-right:3px}}.post-thumb{position:relative;height:100%;display:block;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-transform:rotate(0);-ms-transform:rotate(0);transform:rotate(0)}.post-thumb img{width:100%;display:block}.post-thumb .post-cat-wrap{position:absolute;bottom:10px;margin:0;right:10px}.post-meta{margin:10px 0 8px;font-size:12px;overflow:hidden}.post-meta,.post-meta a:not(:hover){color:#666}.post-meta .meta-item{margin-right:8px;display:inline-block}.post-meta .meta-item.tie-icon:before{padding-right:3px}.post-meta .meta-item.date:before{content:"\f017"}.post-meta .meta-item.meta-comment:before{content:"\f086"}.post-meta .tie-alignright .meta-item:last-child{margin:0!important}@media (max-width:767px){.entry-header .post-meta>span,.entry-header .post-meta>div,.main-content .post-meta>span,.main-content .post-meta>div{float:left}}.post-cat-wrap{position:relative;z-index:3;margin-bottom:5px;font-weight:400;font-family:inherit!important;line-height:0;display:block}.post-cat{display:inline-block;background:var(--brand-color);color:var(--bright-color);padding:0 11px;font-size:13px;line-height:2em;margin-right:4px;position:relative;white-space:nowrap;word-wrap:normal;letter-spacing:0;border-radius:4px}.post-cat:first-child:last-child{margin:0}#breadcrumb{margin:50px 0 0}#breadcrumb,#breadcrumb a:not(:hover){color:#666}#breadcrumb .delimiter{margin:0 3px;font-style:normal}.entry-header-outer #breadcrumb{margin:0 0 20px;padding:0}@media (max-width:767px){.single-post #breadcrumb .current,.single-post #breadcrumb em:last-of-type{display:none}}.author-avatar{display:block}.author-avatar img{border-radius:50%;max-width:111px;object-fit:cover;aspect-ratio:1}.social-icons-item{float:right;margin-left:6px;position:relative}.social-icons-item .social-link span{color:var(--base-color);line-height:unset}.social-icons-widget .social-icons-item .social-link{width:24px;height:24px;line-height:24px;padding:0;display:block;text-align:center;border-radius:2px}.top-nav .components>li.social-icons-item .social-link:not(:hover) span{color:var(--base-color)}.social-icons-item .facebook-social-icon{background-color:#4080ff!important}.social-icons-item .facebook-social-icon span{color:#4080ff}.social-icons-item .twitter-social-icon{background-color:#000!important}.social-icons-item .twitter-social-icon span{color:#000}.social-icons-item .instagram-social-icon{background-color:#c13584!important}.social-icons-item .instagram-social-icon span{color:#c13584}.social-icons-item .youtube-social-icon{background-color:#ef4e41!important}.social-icons-item .youtube-social-icon span{color:#ef4e41}ul:not(.solid-social-icons) .social-icons-item a:not(:hover){background-color:transparent!important}.solid-social-icons .social-link{background-color:var(--base-color)}.dark-skin .solid-social-icons .social-link{background-color:#27292d;border-color:#27292d}.solid-social-icons .social-link span{color:#fff!important}.entry-header{padding:30px 30px 0;margin-bottom:20px}@media (max-width:991px){.entry-header{padding:20px 20px 0}}@media (max-width:767px){.container-wrapper{padding:20px 15px}}.tabs{max-height:75px;width:100%;padding:0;border:1px solid rgba(0,0,0,.1);border-width:0 0 1px;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-flow:row wrap;-ms-flex-flow:row wrap;flex-flow:row wrap}.tabs li{display:inline-block;position:relative;padding:0!important}.tabs a{background:rgba(0,0,0,.02);display:block;text-align:center;border:1px solid rgba(0,0,0,.1);border-width:0 1px 1px 0;font-size:15px}.tabs a:not(:hover){color:var(--base-color)}.tabs>li>a{line-height:65px;padding:0 15px;border-bottom-color:transparent}.tab-content{padding:30px;display:none}.tab-content{position:relative}@media (max-width:767px){.tab-content{padding:20px}}.tab-content-elements li{opacity:0}.tab-content:not(.is-not-active):first-of-type{display:block}.tab-content:not(.is-not-active):first-of-type .tab-content-elements li{opacity:1}.tabs-container-wrapper{padding:0!important}.normal-side .tabs{display:-webkit-flex;display:-ms-flexbox;display:flex}.normal-side .tabs li{-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1}.normal-side .tabs a{overflow:hidden;text-overflow:ellipsis;white-space:nowrap;padding:0 10px!important}.normal-side .tabs li:last-child a{border-right-width:0}@media (max-width:320px){.normal-side .tabs{max-height:none;border-bottom:0}.normal-side .tabs li{display:block;width:100%;float:none}.normal-side .tabs a{border-bottom-color:rgba(0,0,0,.1);border-width:0 0 1px}}.block-head-1 .the-global-title{position:relative;font-size:17px;padding:0 0 15px;border-bottom:2px solid rgba(0,0,0,.1);margin-bottom:20px}.block-head-1 .the-global-title:after{content:"";background:#2c2f34;width:40px;height:2px;position:absolute;bottom:-2px;left:0}.block-head-1 .the-global-title:before{content:"";width:0;height:0;position:absolute;bottom:-5px;left:0;border-left:0;border-right:5px solid transparent;border-top:5px solid #2c2f34}.block-head-1 .dark-skin .widget-title:after{background:#fff}.block-head-1 .dark-skin .widget-title:before{border-top-color:#fff}.block-head-1 .dark-skin .the-global-title{color:#fff;border-bottom-color:rgba(255,255,255,.1)}.side-aside{position:fixed;top:0;z-index:111;visibility:hidden;width:350px;max-width:100%;height:100%;background:#fff;background-repeat:no-repeat;background-position:center top;background-size:cover;overflow-y:auto}@media (min-width:992px){.side-aside{right:0;-webkit-transform:translate(350px,0);-ms-transform:translate(350px,0);transform:translate(350px,0)}}.site-footer .widget-title-icon{display:none}.dark-skin{--lazyload-loading-color:#161717}.dark-skin{background-color:var(--tie-dark-skin-bg-main,#1f2024);color:#fff}.dark-skin input:not([type=submit]){color:#ccc}.dark-skin a:not(:hover){color:#fff}.dark-skin .post-meta{color:#ccc!important}.dark-skin input:not([type=submit]){border-color:rgba(255,255,255,.1)}.dark-skin .container-wrapper{background-color:var(--tie-dark-skin-bg-main,#1f2024);border-color:rgba(255,255,255,.1)}.dark-skin .widget a:not(:hover),.dark-skin .widget-title{color:#fff}.dark-skin .widget-title-icon{color:#ccc}.sidebar .container-wrapper{margin-bottom:30px}@media (max-width:991px){.sidebar .container-wrapper{margin-bottom:15px}}@media (max-width:991px){.has-sidebar .sidebar{margin-top:15px}}.widget-title{position:relative}.widget-title .the-subtitle{font-size:15px;min-height:15px}.widget-title-icon{position:absolute;right:0;top:1px;color:#b9bec3;font-size:15px}.widget-title-icon:before{content:"\f08d"}.post-widget-body{padding-left:125px}.post-widget-body .post-title{font-size:14px;line-height:1.4;margin-bottom:5px}.post-widget-thumbnail{float:left;margin-right:15px;position:relative}.post-widget-thumbnail img.tie-small-image{width:110px}.widget li{padding:6px 0}.widget li:first-child{padding-top:0}.widget li:last-child{padding-bottom:0;border-bottom:0}.widget li:after{clear:both;display:table;content:""}.widget .post-meta{margin:2px 0 0;font-size:11px;line-height:17px}.posts-list .widget-title-icon:before{content:"\f0f6"}.posts-list-big-first .posts-list-items li:first-child{padding-bottom:20px}.posts-list-big-first li:first-child .post-widget-thumbnail{width:100%;margin-right:0;margin-bottom:10px}.posts-list-big-first li:first-child .post-widget-thumbnail a{min-height:40px}.posts-list-big-first li:first-child .post-widget-body{padding-left:0}.posts-list-big-first li:first-child .post-title{font-size:18px}@media (max-width:991px){.posts-list-big-first .posts-list-items{overflow:hidden}.posts-list-big-first li{width:48%;float:left}.posts-list-big-first li:nth-child(2){padding-top:0}.posts-list-big-first li:nth-child(2n){float:right}.posts-list-big-first li:nth-child(2n+1){clear:both}.posts-list-big-first li:nth-child(2),.posts-list-big-first li:nth-child(3){float:right;clear:none}}@media (max-width:670px){.posts-list-big-first li{width:100%}.posts-list-big-first li:nth-child(2){padding-top:12px}}form.search-form{overflow:auto;position:relative;width:100%;margin-top:10px}.search-field{float:left;width:73%;padding:8px 15px}.search-submit[type=submit]{float:right;padding:10px 5px;margin-left:2%;width:25%}.login-widget .widget-title-icon:before{content:"\f023"}.login-widget form input[type=text],.login-widget form input[type=password]{width:100%;float:none;margin-bottom:15px}.login-widget .pass-container{position:relative}.login-widget .pass-container input[type=password]{padding-right:70px}.login-widget .forget-text{position:absolute;right:15px;line-height:45px;top:0;font-size:12px}.login-widget .forget-text:not(:hover){color:#666}.login-widget .rememberme{display:block;margin-bottom:15px}.login-widget .register-link{margin:8px 0 0;display:block;text-align:center}.tab-content-comments .post-widget-body{padding-left:80px}.widget_tag_cloud .widget-title-icon:before{content:"\f02c"}li.widget-post-list{padding:7px 0;position:relative}.latest-tweets-widget .widget-title-icon:before{content:"\e90f"}.social-icons-widget ul{margin:0 -3px}.social-icons-widget .social-icons-item{float:left;margin:3px;border-bottom:0;padding:0}.social-icons-widget .social-icons-item .social-link{width:40px;height:40px;line-height:40px;font-size:18px}@media (max-width:479px){.social-icons-widget .social-icons-item{float:none;display:inline-block}}.widget-posts-list-container{position:relative}@media (min-width:992px){.mega-menu .mega-menu-block{left:0;width:100%;padding:30px}.mega-menu .mega-menu-block a{width:auto}.main-menu .mega-cat-wrapper{overflow:hidden;height:auto;clear:both}.main-menu .mega-ajax-content{min-height:200px;position:relative}.main-menu .mega-recent-featured .mega-ajax-content{min-height:325px}.main-menu .mega-cat .mega-menu-content{clear:both}.main-menu .mega-cat .mega-menu-block{padding:0}.main-menu .mega-cat-content{padding:30px}.main-menu .horizontal-posts{width:100%}.main-menu .mega-recent-featured>.menu-sub-content{overflow:hidden}.main-menu .mega-recent-featured .mega-menu-content{float:right;position:relative;min-height:30px;width:100%}.main-menu .mega-recent-featured.menu-item-has-children .mega-menu-content{width:75%}.main-menu ul.mega-recent-featured-list{width:25%;padding-right:30px;float:left;position:relative;box-shadow:none}.main-menu .mega-recent-featured-list li{width:100%;z-index:2}.main-menu .mega-recent-featured-list a{display:block;padding:10px 0}.main-menu .mega-recent-featured-list:after{content:"";width:1500px;height:1500px;background:rgba(0,0,0,.03);position:absolute;z-index:1;right:0;top:-100px}}.breaking{float:left;width:100%;display:block!important}.breaking-title{padding:0 10px;display:block;float:left;color:#fff;font-size:12px;position:relative}.breaking-title span{position:relative;z-index:1}.breaking-title span.breaking-icon{display:none}@media (max-width:600px){.breaking-title span.breaking-icon{display:inline-block}.breaking-title .breaking-title-text{display:none}}.breaking-title:before{content:"";background:#f05555;width:100%;height:100%;position:absolute;left:0;top:0;z-index:0}.breaking-news{display:none}#mobile-container{display:none;padding:10px 30px 30px}#mobile-menu{margin-bottom:20px;position:relative;padding-top:15px}#mobile-social-icons{margin-bottom:15px}#mobile-social-icons ul{text-align:center;overflow:hidden}#mobile-social-icons ul .social-icons-item{float:none;display:inline-block}#mobile-social-icons .social-icons-item{margin:0}#mobile-social-icons .social-icons-item .social-link{background:0 0;border:none}#mobile-search .search-form{overflow:hidden;position:relative}#mobile-search .search-form:after{position:absolute;content:"\f002";font-family:'tiefonticon';top:4px;right:10px;line-height:30px;width:30px;font-size:16px;border-radius:50%;text-align:center;color:#fff}#mobile-search .search-field{background-color:rgba(0,0,0,.05);border-color:rgba(255,255,255,.1);color:#fff;width:100%;border-radius:50px;padding:7px 45px 7px 20px}#mobile-search .search-submit{background:0 0;font-size:0;width:35px;height:38px;position:absolute;top:0;right:5px;z-index:1}#mobile-search input::-webkit-input-placeholder{color:rgba(255,255,255,.6)}#mobile-search input::-moz-placeholder{color:rgba(255,255,255,.6)}#mobile-search input:-moz-placeholder{color:rgba(255,255,255,.6)}#mobile-search input:-ms-input-placeholder{color:rgba(255,255,255,.6)}#tie-wrapper:after{position:absolute;z-index:1000;top:-10%;left:-50%;width:0;height:0;background:rgba(0,0,0,.2);content:'';opacity:0}@media (max-width:991px){.side-aside.appear-from-left{left:0;-webkit-transform:translate(-100%,0);-ms-transform:translate(-100%,0);transform:translate(-100%,0)}.side-aside.is-fullwidth{width:100%}}.is-desktop .side-aside .has-custom-scroll{padding:50px 0 0}.side-aside:after{position:absolute;top:0;left:0;width:100%;height:100%;background:rgba(0,0,0,.2);content:'';opacity:1}.side-aside .container-wrapper{padding:30px!important;border-radius:0;border:0;background:0 0;box-shadow:none!important}a.remove{position:absolute;top:0;right:0;display:block;speak:never;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;width:20px;height:20px;display:block;line-height:20px;text-align:center;font-size:15px}a.remove:before{content:"\e117";font-family:'tiefonticon';color:#e74c3c}a.remove.big-btn{width:25px;height:25px;line-height:25px;font-size:22px}a.remove.light-btn:not(:hover):before{color:#fff}.side-aside a.remove{z-index:1;top:15px;left:50%;right:auto;-webkit-transform:translateX(-50%);-ms-transform:translateX(-50%);transform:translateX(-50%)}.side-aside a.remove:not(:hover):before{color:#111}.side-aside.dark-skin a.remove:not(:hover):before{color:#fff}.tie-popup a.remove{-webkit-transform:scale(.2);-ms-transform:scale(.2);transform:scale(.2);opacity:0;top:15px;right:15px;z-index:1}.theiaStickySidebar:after{content:"";display:table;clear:both}.side-aside,.has-custom-scroll{overflow-x:hidden;scrollbar-width:thin}.side-aside::-webkit-scrollbar,.has-custom-scroll::-webkit-scrollbar{width:5px}.side-aside::-webkit-scrollbar-track,.has-custom-scroll::-webkit-scrollbar-track{background:0 0}.side-aside::-webkit-scrollbar-thumb,.has-custom-scroll::-webkit-scrollbar-thumb{border-radius:20px;background:rgba(0,0,0,.2)}.dark-skin .has-custom-scroll::-webkit-scrollbar-thumb{background:#000}.tie-popup{position:fixed;z-index:99999;left:0;top:0;height:100%;width:100%;background-color:rgba(0,0,0,.5);display:none;-webkit-perspective:600px;perspective:600px}.tie-popup-container{position:relative;z-index:100;width:90%;max-width:420px;margin:10em auto 0;border-radius:2px;box-shadow:0 0 20px rgba(0,0,0,.2);will-change:transform,opacity;-webkit-transform:scale(.5);-ms-transform:scale(.5);transform:scale(.5);opacity:0}.tie-popup-container .login-submit{padding-top:15px;padding-bottom:15px}.tie-popup-container .container-wrapper{padding:60px;background-color:#fff!important;border-radius:5px}@media (max-width:479px){.tie-popup-container .container-wrapper{padding:30px}}#tie-popup-adblock .tie-popup-container{max-width:500px}#tie-popup-adblock .container-wrapper{background:#e74c3c!important;text-align:center;color:#fff}#tie-popup-adblock .container-wrapper .tie-btn-close:before{color:#fff}#tie-popup-adblock .tie-adblock-icon{font-size:120px;margin-bottom:10px}#tie-popup-adblock .adblock-message{margin-top:10px}.pop-up-live-search{will-change:transform,opacity;-webkit-transform:scale(.7);-ms-transform:scale(.7);transform:scale(.7);opacity:0}.tie-popup-search-wrap::-webkit-input-placeholder{color:#fff}.tie-popup-search-wrap::-moz-placeholder{color:#fff}.tie-popup-search-wrap:-moz-placeholder{color:#fff}.tie-popup-search-wrap:-ms-input-placeholder{color:#fff}.tie-popup-search-wrap form{position:relative;height:80px;margin-bottom:20px}.popup-search-wrap-inner{position:relative;padding:80px 15px 0;margin:0 auto;max-width:800px}input.tie-popup-search-input{width:100%;height:80px;line-height:80px;background:rgba(0,0,0,.7)!important;font-weight:500;font-size:22px;border:0;padding-right:80px;padding-left:30px;color:#fff;border-radius:5px}button.tie-popup-search-submit{font-size:28px;color:#666;position:absolute;right:5px;top:15px;background:0 0!important}#tie-popup-search-mobile .popup-search-wrap-inner{padding-top:50px}#tie-popup-search-mobile input.tie-popup-search-input{height:50px;line-height:1;padding-left:20px;padding-right:50px}#tie-popup-search-mobile button.tie-popup-search-submit{font-size:16px;top:9px;right:0}#autocomplete-suggestions{overflow:auto;padding:20px;color:#eee;position:absolute;display:none;width:370px;z-index:9999;margin-top:15px}.tie-icon-facebook:before{content:"\f09a"}.tie-icon-search:before{content:"\f002"}.tie-icon-author:before{content:"\f007"}.tie-icon-home:before{content:"\f015"}.tie-icon-bookmark:before{content:"\f02e"}.tie-icon-ban:before{content:"\f05e"}.tie-icon-random:before{content:"\f074"}.tie-icon-phone:before{content:"\f095"}.tie-icon-twitter:before{content:"\e90f"}.tie-icon-navicon:before{content:"\f0c9"}.tie-icon-pinterest:before{content:"\f0d2"}.tie-icon-envelope:before{content:"\f0e0"}.tie-icon-linkedin:before{content:"\f0e1"}.tie-icon-bolt:before{content:"\f0e7"}.tie-icon-youtube:before{content:"\f16a"}.tie-icon-instagram:before{content:"\f16d"}.tie-icon-tumblr:before{content:"\f173"}.tie-icon-vk:before{content:"\f189"}.tie-icon-reddit:before{content:"\f1a1"}.tie-icon-paper-plane:before{content:"\f1d8"}.tie-icon-whatsapp:before{content:"\f232"}.tie-icon-odnoklassniki:before{content:"\f263"}.tie-icon-get-pocket:before{content:"\f265"}.tie-icon-fire:before{content:"\e900"}.tie-icon-moon:before{content:"\f10d"}.fas,.far,.fab{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;display:inline-block;font-style:normal;font-variant:normal;text-rendering:auto;line-height:1}.fa-android:before{content:"\f17b"}.fa-battery-half:before{content:"\f242"}.fa-bus-alt:before{content:"\f55e"}.fa-chart-bar:before{content:"\f080"}.fa-coffee:before{content:"\f0f4"}.fa-globe-americas:before{content:"\f57d"}.fa-hamburger:before{content:"\f805"}.fa-hire-a-helper:before{content:"\f3b0"}.fa-home:before{content:"\f015"}.fa-house-user:before{content:"\f965"}.fa-money-check-alt:before{content:"\f53d"}.fa-weight-hanging:before{content:"\f5cd"}.fab{font-family:'Font Awesome 5 Brands';font-weight:400}.far{font-family:'Font Awesome 5 Free';font-weight:400}.fas{font-family:'Font Awesome 5 Free';font-weight:900}.post-content.container-wrapper{padding:0}.entry-header{font-size:45px;line-height:1.2}@media (max-width:767px){.entry-header{font-size:28px}}.entry-header .entry-title{margin-bottom:15px}@media (max-width:767px){.entry-header .entry-title{font-size:28px}}.entry-header .post-cat{margin-bottom:6px}.entry-header .post-meta{overflow:inherit;font-size:12px;margin-top:5px;margin-bottom:0;line-height:24px}.entry-header .post-meta .meta-item{margin-right:12px}.entry-header .post-meta,.entry-header .post-meta a:not(:hover){color:#333}.entry-header .post-meta .meta-author{margin:0}.entry-header .post-meta .meta-author a{font-weight:600}.entry-header .post-meta .author-meta+.date:before{content:"22";color:#ccc;margin:0 3px 0 5px;display:inline-block}.entry-header .post-meta .tie-alignright{display:inline}@media (max-width:767px){.entry-header .post-meta{margin-bottom:-8px}.entry-header .post-meta .tie-alignright{float:none}.entry-header .post-meta .meta-item,.entry-header .post-meta .tie-alignright .meta-item:last-child{margin-bottom:8px!important}.entry-header .post-meta>span,.entry-header .post-meta>div{float:initial!important}.entry-header .post-meta .meta-author a{font-weight:400}.entry-header .meta-author-avatar img{width:20px;height:20px}}.meta-author-avatar img{width:30px;height:30px;margin-right:3px;margin-top:-5px;vertical-align:middle;border-radius:50%}.post-layout-1 .entry-header-outer{padding:30px 30px 20px}@media (max-width:767px){.post-layout-1 .entry-header-outer{padding:20px}}.post-layout-1 .entry-header{padding:0;margin:0}.featured-area{position:relative;margin-bottom:30px;line-height:1}@media (max-width:767px){.featured-area{margin-bottom:20px}}.featured-area img{width:100%}.single-featured-image{position:relative;margin:0;line-height:0}.share-buttons{padding:18px 28px;line-height:0}@media (max-width:767px){.share-buttons{padding:15px}}@media (min-width:768px){.share-buttons-top{padding-bottom:0}}.entry-header-outer+.share-buttons-top{padding-top:0}.post-layout-1 .share-buttons-top{padding-bottom:18px}.share-buttons-mobile{position:fixed;bottom:0;z-index:999999;width:100%;background:0 0;border:0 none;padding:0}.share-buttons-mobile .share-links a{margin:0;border-radius:0;width:1%;display:table-cell;opacity:1!important}.share-buttons-mobile .share-links a .share-btn-icon{margin:0 auto;float:none}@media (min-width:768px){.share-buttons-mobile{display:none}}.mobile-share-buttons-spacer{height:40px}@media (min-width:768px){.mobile-share-buttons-spacer{display:none}}.share-links a{color:#fff}.share-links{overflow:hidden;position:relative}.share-links .share-btn-icon{font-size:15px}.share-links a{display:inline-block;margin:2px;height:40px;overflow:hidden;position:relative;border-radius:2px;width:40px}.share-links a,.share-links a:before{background-color:#444}.share-links a .share-btn-icon{width:40px;height:40px;float:left;display:block;text-align:center;line-height:40px}.share-links a.facebook-share-btn,.share-links a.facebook-share-btn:before{background:#4080ff}.share-links a.twitter-share-btn,.share-links a.twitter-share-btn:before{background:#000}.share-links a.linkedin-share-btn,.share-links a.linkedin-share-btn:before{background:#238cc8}.share-links a.pinterest-share-btn,.share-links a.pinterest-share-btn:before{background:#e13138}.share-links a.reddit-share-btn,.share-links a.reddit-share-btn:before{background:#ff4500}.share-links a.tumblr-share-btn,.share-links a.tumblr-share-btn:before{background:#35465c}.share-links a.vk-share-btn,.share-links a.vk-share-btn:before{background:#45668e}.share-links a.odnoklassniki-share-btn,.share-links a.odnoklassniki-share-btn:before{background:#ee8208}.share-links a.pocket-share-btn,.share-links a.pocket-share-btn:before{background:#ef4056}.share-links a.whatsapp-share-btn,.share-links a.whatsapp-share-btn:before{background:#43d854}.share-links a.telegram-share-btn,.share-links a.telegram-share-btn:before{background:#08c}.share-links a.viber-share-btn,.share-links a.viber-share-btn:before{background:#773ead}@media (min-width:768px){a.whatsapp-share-btn,a.telegram-share-btn,a.viber-share-btn{display:none!important}}#related-posts .related-item{position:relative;float:left;width:33.333%;padding:0 15px;margin-bottom:20px}@media (max-width:767px){#related-posts .related-item{padding:0 8px}}#related-posts .related-item .post-thumb{margin-bottom:10px}#related-posts .related-item .post-title{font-size:14px;line-height:19px}#related-posts .related-item .post-meta{margin:4px 0 0}.has-sidebar .site-content #related-posts .related-item:nth-child(3n+1){clear:both}@media (max-width:767px){#related-posts .related-item{width:50%!important;clear:none!important}}#related-posts.has-extra-post .related-item:last-child{clear:none!important;display:none}@media only screen and (min-width:320px) and (max-width:767px){#related-posts.has-extra-post .related-item:last-child{display:block}}#cancel-comment-reply-link{float:right;line-height:18px}#reading-position-indicator{display:block;height:5px;position:fixed;bottom:0;left:0;background:var(--brand-color);box-shadow:0 0 10px rgba(0,136,255,.7);width:0;z-index:9999;max-width:100%}#check-also-box{position:fixed;background-color:#fff;z-index:999;bottom:15px;right:-1px;-webkit-transform:translatex(100%);-ms-transform:translatex(100%);transform:translatex(100%);width:340px;padding:30px;border:1px solid rgba(0,0,0,.1);border-radius:2px;border-top-right-radius:0;border-bottom-right-radius:0}#check-also-box .has-first-big-post .post-widget-body{clear:both}#check-also-box .posts-list-big-first li{padding-bottom:0}#check-also-box .posts-list-big-first li .post-title{font-size:18px;line-height:1.3em}@media (max-width:991px){#check-also-box{display:none}}#post-extra-info{display:none}#main-nav .main-menu>ul>li>a{text-transform:uppercase}:root:root{--brand-color:#e67e22;--dark-brand-color:#b44c00;--bright-color:#fff;--base-color:#2c2f34}#reading-position-indicator{box-shadow:0 0 10px rgba(230,126,34,.7)}:root:root{--brand-color:#e67e22;--dark-brand-color:#b44c00;--bright-color:#fff;--base-color:#2c2f34}#reading-position-indicator{box-shadow:0 0 10px rgba(230,126,34,.7)}.tie-cat-58{background-color:#e67e22!important;color:#fff!important}.tie-cat-58:after{border-top-color:#e67e22!important}@media (max-width:991px){.side-aside.normal-side{background:#2f88d6;background:-webkit-linear-gradient(135deg,#5933a2,#2f88d6);background:-moz-linear-gradient(135deg,#5933a2,#2f88d6);background:-o-linear-gradient(135deg,#5933a2,#2f88d6);background:linear-gradient(135deg,#2f88d6,#5933a2)}}
Toplumsal Olayları Tahmin Edecek ‘Suni Zeka’ Geliştiriliyor - HAKANSEYHAN
Araştırmacılar, toplumsal sertlik olaylarını evvelinde tahmin edebilecek suni zeka teknolojileri üstünde çalışmalarını yoğunlaştırdı. Uzmanlardan bir kısmı bu teknolojiyle birçok tehdidin evvelinde görülebileceğini savunurken bir kısmı da bu çabaların meyve vermeyeceği görüşünde. Detaylar haberimizde…
Tarih süresince çeşitli olaylar, ülkelerin kaderini değiştirip nasıl bir geleceğe haiz olacaklarını belirledi. Her ne kadar şu anda Antik Roma dönemine bakılırsa uzay çağlarında benzer biçimde yaşıyor olsak da politik ve toplumsal alanda toplumsal olaylar yaşanmaya devam ediyor. Geçtiğimiz yıl ABD’de yaşanmış olan Kurultay Baskını da yakın tarihte akıllarda kalan politik sertlik olaylarından biriydi. Şimdi ise araştırmacılar, bu biçim olaylar karşısında hazırlıksız yakalanmamak için ‘suni zeka’ teknolojisi alanındaki çalışmalarını hızlandırdı.
Florida Merkez Üniversitesi’nde yer edinen ve toplumsal sertlik olaylarını evvelinde tahmin etmesi için tasarlanan CoupCast adlı suni zeka teknolojisinin ardındaki adlardan Clayton Besaw, “Artık daha çok veriye ve imkana sahibiz. Şu anda önceki dönemlerden fazlaca daha değişik bir yol izleyebiliriz” ifadelerini kullandı. Uzmanlardan bir kısmı suni zeka teknolojisinin toplumsal olayları tahmin etmede yararlı bir vasıta olacağını düşünürken öteki bir bölümüyse bunun devamlı doğru sonuçlar vermeyeceği görüşünde.
İki değişik görüş var:
Toplumsal olayları evvelinde tahmin etmeye yönelik yapmış olduğu çalışmalarla tanınan Philip Schrodt, suni zeka teknolojisinin bu yönde pozitif bir adım olacağını şu sözlerle beyan etti: “Bunu ‘hava durumu’ tahminiyle karşılaştırabiliriz. Tıpkı yaklaşan bir fırtınada olduğu benzer biçimde yaklaşan tehditler de gözlemlenebilecek.” CoupCast’in geçtiğimiz yıl yaşanmış olan olayların peşinden ABD’de daha çok dikkat çekmeye başladığı bilgisi de paylaşılırken bazı uzmanlar, bu biçim bir hızla gelişen teknolojinin ‘tutmayabileceği’ kanaatinde.
One Earth Future adlı programlama şirketinde yönetici olan Jonathan Bellish, ortada fazlaca fazla veri olmasına rağmen bu verileri kullanarak mahalli ve bölgesel tahminler yapmanın son aşama zor olacağını belirtiyor. Buna ek olarak, Bellish ve suni zeka teknolojisinin bu yönde kullanışlı olmayacağına inanan uzmanlar da ‘hava tahmini’ örneğini doğru bulmuyor. Bundan dolayı hava durumunun aksine kayıt altına alınan insanoğlu ‘taktiklerini’ değiştirerek bir halde değişik bir noktadan harekete geçebilirler. İnsanların bu şekilde duruma adapte olarak hareket ediyor olması, makinaların toplayacağı zamanı verileri de bir nevi işe yaramaz kılıyor. Ek olarak uzmanlar, makinaların ‘barışçıl ve sertlik yanlısı olmayan’ gösterileri de toplumsal bir sertlik vakası olarak algılayıp tehdit şeklinde tahmin edebileceğini belirtiyor.
İLGİLİ HABER
Yargıtay’a Suni Zeka Sistemi Geliyor: Emsal Kararlara Daha Kolay Erişilebilecek Sizin bu konudaki düşünceleriniz neler? Suni zeka teknolojisiyle toplumsal sertlik olaylarını evvelinde kestirmek mümkün mü? Yoksa insan doğası tahmin edilemez mi? Düşüncelerinizi yorumlar kısmında bizimle paylaşabilirsiniz.
Kaynak :
https://www.washingtonpost.com/technology/2022/01/06/jan6-algorithms-prediction-violence/?request-id=52d1cc16-d437-4771-ba6f-01c79adda9e2&pml=1
Başa dön tuşu