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Ethics and trust | VITO
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class="c-card__image"> <figure class="media media--type-image media--view-mode-_-3-small"> <img loading="lazy" src="/sites/vito/files/styles/4_3_small/public/media/pexels-jwvein-12072071.jpg?itok=JISR4qKQ" width="600" height="400" alt="CO2" class="img-fluid image-style-_-3-small" /> </figure> </div> <div class="c-card__content-wrapper"> <header class="c-card__header"> <h3 class="c-card__title"><span class="overlay-link no-hover-line no-hover-background">Carbon capture, use and storage</span></h3> </header> <div class="c-card__content"> <div class="c-card__content-text"> <p>We can extract CO2 from industrial emissions and use it to produce renewable fuels or high-quality chemicals or store it in, for example, building materials. Which solution fits your CO2 streams best? </p> </div> <span class="c-card__more-link">Read more<span class="ps-1 icon-arrow-small-right text-green-fluo"></span></span> </div> </div> </a> </div> </li> </ul> </li> <li> <a href="/en/policymakers" class="dropdown-toggle menu-link menu-bar-link menu-link-has-dropdown" data-drupal-link-system-path="node/24">Policymakers</a> <a aria-haspopup="true" class="menu-link-dropdown menu-link menu-bar-link d-lg-none" href="javascript:void(0);"><span class="icon-chevron-down"></span></a> <ul class="mega-menu mega-menu--flat column1 column2 column3 "> <li class="mobile-menu-back-item"> <a class="menu-link mobile-menu-back-link" href="javascript:void(0);"><span class="icon-arrow-big-left"></span>Terug naar hoofdmenu</a> </li> <li class="row container mx-auto mt-md-0"> <div class="col-lg-3 menu-items-compact m-0"> <h3>Support for policy makers</h3> <p><a href="/en/applications" data-entity-uuid="e4b9e941-d0f2-4ebd-8b52-850ed9678eb7" data-entity-type="node" data-entity-substitution="canonical" title="Applications">Real-world applications</a></p> <p><a href="/en/research/infrastructure" data-entity-uuid="6093ec3e-e065-4da9-9b41-5de81ae0754d" data-entity-type="node" data-entity-substitution="canonical" title="Infrastructure">State-of-the-art infrastructure</a></p> <p><a href="/en/projects" data-entity-uuid="aff70ee8-b4dc-41dc-a2c0-8575a01ecf03" data-entity-type="node" data-entity-substitution="canonical" title="Projects">Projects</a></p> <p><a href="/en/news" data-entity-uuid="c2255fcf-901d-4910-b121-2fd9a301ec93" data-entity-type="node" data-entity-substitution="canonical" title="News">News and updates</a></p> <p><a class="text-action" href="/en/policymakers" data-entity-uuid="e5beaecd-d23e-495f-832a-e8d838e9e807" data-entity-type="node" data-entity-substitution="canonical" title="Policymakers">Discover how VITO can help you</a></p> </div> <div class="col-lg-6 bg-white menu-items-extensive m-0 mb-xs-8"> <h3>How VITO supports policymakers</h3> <p><body><br /> <div class="vito-ckeditor-menu-item"><a href="/en/regenerative-economy"><span class="title">A regenerative economy</span><span>Economy and ecology in balance: prosperity and strengthening planetary boundaries</span></a></div> <p></body><body><br /> <div class="vito-ckeditor-menu-item"><a href="/en/resilient-ecosystems"><span class="title">Balance between the human environment, nature, agriculture and industry</span><span>Resilient ecosystems</span></a></div> <p></body><body><br /> <div class="vito-ckeditor-menu-item"><a href="/en/healthy-living-environment"><span class="title">A healthy living environment</span><span>Climate mitigation and adaptation: towards resilience and adaptive capacity</span></a></div> <p></body></p> </div> <div class="col-lg-3 menu-item-teaser m-0 d-none d-lg-block"> <h3>Application in the spotlight</h3> <a href="/en/applications/system-dynamics-models-crucial-long-term-decision-making" class="node node--type-application node--view-mode-teaser c-card c-card--vertical @@class no-underline"> <div class="c-card__image"> <figure class="media media--type-image media--view-mode-_-3-small"> <img loading="lazy" src="/sites/vito/files/styles/4_3_small/public/media/pexels-aleksmagnusson-2962589.jpg?itok=CxlaKrF5" width="600" height="400" alt="City intersection" class="img-fluid image-style-_-3-small" /> </figure> </div> <div class="c-card__content-wrapper"> <header class="c-card__header"> <h3 class="c-card__title"><span class="overlay-link no-hover-line no-hover-background">System Dynamics models: crucial to long-term decision-making </span></h3> </header> <div class="c-card__content"> <div class="c-card__content-text"> <p>System Dynamics models can help policymakers to analyse, compare and prepare various policy strategies. Read more about it.</p> </div> <span class="c-card__more-link">Read more<span class="ps-1 icon-arrow-small-right text-green-fluo"></span></span> </div> </div> </a> </div> </li> </ul> </li> <li> <a href="/en/research" class="dropdown-toggle menu-link menu-bar-link menu-link-has-dropdown" data-drupal-link-system-path="node/2">Research</a> <a aria-haspopup="true" class="menu-link-dropdown menu-link menu-bar-link d-lg-none" href="javascript:void(0);"><span class="icon-chevron-down"></span></a> <ul class="mega-menu mega-menu--flat column1 column2 column3 "> <li class="mobile-menu-back-item"> <a class="menu-link mobile-menu-back-link" href="javascript:void(0);"><span class="icon-arrow-big-left"></span>Terug naar hoofdmenu</a> </li> <li class="row container mx-auto mt-md-0"> <div class="col-lg-3 menu-items-compact m-0"> <h3>Research and innovation</h3> <p class="white"><a href="/en/research/infrastructure" data-entity-uuid="6093ec3e-e065-4da9-9b41-5de81ae0754d" data-entity-type="node" data-entity-substitution="canonical" title="Infrastructure">Unique infrastructure</a></p> <p class="white"><a href="/en/applications" data-entity-uuid="e4b9e941-d0f2-4ebd-8b52-850ed9678eb7" data-entity-type="node" data-entity-substitution="canonical" title="Applications">Applications</a></p> <p class="white"><a href="/en/projects" data-entity-uuid="aff70ee8-b4dc-41dc-a2c0-8575a01ecf03" data-entity-type="node" data-entity-substitution="canonical" title="Projects">Our projects</a></p> <p class="white"><a href="/en/publications" data-entity-uuid="3867b6c1-4c13-4506-af3c-746f623bd804" data-entity-type="node" data-entity-substitution="canonical" title="Publications">Scientific publications</a></p> <p class="white"><a href="/en/news" data-entity-uuid="c2255fcf-901d-4910-b121-2fd9a301ec93" data-entity-type="node" data-entity-substitution="canonical" title="News">News and project updates</a></p> <p><a class="text-action" href="/en/research" data-entity-uuid="11666219-7c74-4dc6-ae9d-efa40dbeec40" data-entity-type="node" data-entity-substitution="canonical" title="Research">Everything about our research</a></p> </div> <div class="col-lg-6 bg-white menu-items-extensive m-0 mb-xs-8"> <h3>Research focus on three impact areas</h3> <p><body><br /> <div class="vito-ckeditor-menu-item"><a href="/en/regenerative-economy"><span class="title">A regenerative economy</span><span>Economy and ecology in balance: prosperity and strengthening planetary boundaries</span></a></div> <p></body><body><br /> <div class="vito-ckeditor-menu-item"><a href="/en/resilient-ecosystems"><span class="title">Resilient ecosystems</span><span>Balance between the human environment, nature, agriculture and industry</span></a></div> <p></body><body><br /> <div class="vito-ckeditor-menu-item"><a href="/en/healthy-living-environment"><span class="title">A healthy living environment</span><span>Climate mitigation and adaptation: towards resilience and adaptive capacity</span></a></div> <p></body></p> </div> <div class="col-lg-3 menu-item-teaser m-0 d-none d-lg-block"> <h3>Discover our labs and pilot plants</h3> <a href="/en/research/infrastructure" class="node node--type-page node--view-mode-teaser c-card c-card--vertical @@class no-underline"> <div class="c-card__image"> <figure class="media media--type-image media--view-mode-_-3-small"> <img loading="lazy" src="/sites/vito/files/styles/4_3_small/public/media/A7S02286-edited%20%28Custom%29.jpg?itok=tlUv0tM3" width="600" height="400" alt="LignoValue Pillar II" class="img-fluid image-style-_-3-small" /> </figure> </div> <div class="c-card__content-wrapper"> <header class="c-card__header"> <h3 class="c-card__title"><span class="overlay-link no-hover-line no-hover-background">Infrastructure</span></h3> </header> <div class="c-card__content"> <div class="c-card__content-text"> <p>From state-of-the-art labs over unique pilot infrastructure to complete living labs, discover the infrastructure we 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loading="eager" srcset="/sites/vito/files/styles/max_325x325/public/media/pexels-pavel-danilyuk-8112201.jpg.webp?itok=NqrsSQAs 325w, /sites/vito/files/styles/max_650x650/public/media/pexels-pavel-danilyuk-8112201.jpg.webp?itok=5dxMZ8wl 650w, /sites/vito/files/styles/max_1300x1300/public/media/pexels-pavel-danilyuk-8112201.jpg.webp?itok=snnF0V_I 1300w, /sites/vito/files/styles/max_2600x2600/public/media/pexels-pavel-danilyuk-8112201.jpg.webp?itok=nVIBEbAU 2600w" sizes="(min-width: 1290px) 1290px, 100vw" width="325" height="217" src="/sites/vito/files/styles/max_325x325/public/media/pexels-pavel-danilyuk-8112201.jpg.webp?itok=NqrsSQAs" alt="Ethiek" class="img-fluid" /> </figure> </div> </div> <div class="col-lg-6 py-lg-5 pe-lg-5 mt-0"> <div class="text-wrapper align-content-center align-items-center h-100"> <h1 class="mt-4 mt-md-1"> Ethics and trust </h1> <div class="text-md pb-2 pt-2"> <p>Safeguarding ethical values when storing and processing data and applying algorithms is crucial to maintain trust in our systems and our organisation.</p> </div> <a href="/en/research/data-science"> <button class="btn btn-primary mt-1" type="button">More on data science</button> </a> </div> </div> </div> </div> </div> </div> </section> <section class="paragraph paragraph--type--layout paragraph--view-mode--default bg-gradient" id="paragraph-13739"> <div class="container"> <div class="row"> <div class="col-lg-12"> <div class="paragraph paragraph--type--columns paragraph--view-mode--default block-text-image__content-wrapper" id="paragraph-13735"> <div class="row p-0 mt-2 mb-2"> <div class="mb-2 col-md-6"> <div class="paragraph paragraph--type--text paragraph--view-mode--default" id="paragraph-13734"> <h2>Personal data governance</h2> <p>Our data is omnipresent in our lives and in society. As citizens, we are becoming more aware of the <strong>use of data by third parties</strong> and its importance. Knowledge centres, universities, governments, and companies need data to be able to develop new technologies, do research into evolutions, diseases, etc.</p> <p>Still, we should always <strong>retain control over our personal data</strong>. Personal data governance is a big part of many VITO initiatives, such as <a href="https://we-are-health.be/en">We Are</a> and the <a href="https://www.fondsdanieldeconinck.be/initiative/caring-technology/">8 effectiveness principles for ‘caring technology’</a>.</p> </div> </div> <div class="mb-2 col-md-6"> <div class="paragraph paragraph--type--text paragraph--view-mode--default" id="paragraph-13736"> <h2>Trustworthy AI</h2> <p>The upcoming <a href="https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A52021PC0206">EU Artificial Intelligence Act </a>will forever change the way AI is created. Pursuing <strong>trustworthy AI by design</strong> is the focus of a new line of research at VITO. The goal is to improve the technology, so guarantees can be made on the AI <strong>performance outside of the lab</strong>.</p> <p>These guarantees are crucial to get AI certified as a <strong>medical device</strong>, where it can provide a lot of added value. New technology is developed to continually monitor model performance after deployment, and to better predict <strong>real-world model performance</strong> taking model robustness into account.</p> <p>The international <a href="https://penta-eureka.eu/project-overview/penta-call-4/vivaldy/">Vivaldy</a> PENTA project is the one of the first projects to put unlocked, trustworthy AI at the centre. 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