Department of Computer Science

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</ul> </nav> <div id="aalto-search"> <div class="aalto-search__container aalto-search__container--hidden" id="search-container"> <div class="aalto-search__header content-container"> <label class="aalto-search__label" for="aalto-search__input">Search</label> <button type="button" class="aalto-search__close" id="aalto-search-close" aria-label="Close search"> <svg class="aalto-inline-icon" aria-hidden="true"> <use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#16-close"/> </svg> </button> </div> <div id="aalto-quicksearch"></div> </div> <div class="aalto-search__overlay" id="aalto-search-overlay"></div> </div> </div> </div> <div id="top-nav-sticky-header-dummy"></div> </div> </header> <div class="layout-content "> <main> <a id="main-content" tabindex="-1"></a> <div class="region region--content"> <div id="block-aalto-aaltofi-aaltoquicksearch" class="block block-pdb-vue block-vue-componentaalto-quick-search"> <div class="aalto-quick-search" 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aalto-sidenav__links"> <li class="is-active active-trail aalto-sidenav__no-submenu"> <a href="/en/department-of-computer-science" aria-current="page"> Home page </a> </li> <li class="aalto-sidenav__no-submenu"> <a href="/en/department-of-computer-science/education" > Education </a> </li> <li class="aalto-sidenav__no-submenu"> <a href="/en/department-of-computer-science/research-in-computer-science" > Research </a> </li> <li class="aalto-sidenav__no-submenu"> <a href="/en/department-of-computer-science/about-the-department-of-computer-science" > About us </a> </li> <li class="aalto-sidenav__no-submenu"> <a href="/en/department-of-computer-science/contact-us" > Contact </a> </li> </ul> </div> <div class="aalto-hub aalto-hub--with-sidenav"> <div class="aalto-magazine-wrapper aalto-magazine--black"> <section class="hero-carousel splide"> <div class="splide__track"> <div class="splide__list magazine__items"> <div class="magazine__single-item splide__slide"><div class="aalto-magazine"> <div class="magazine__text-wrap "> <div class="magazine__text-container"> <h2 class="magazine__header">Department of Computer Science</h2> <p class="magazine__summary">We are an internationally-oriented community and home to world-class research in modern computer science.</p> </div> </div> <div class="aalto-magazine-image-container"> <picture> <source srcset="/sites/default/files/styles/1_464w_464h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?h=c3635fa2&itok=Uio3axwF 464w, /sites/default/files/styles/1_684w_684h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=JtQtt7eh 684w, /sites/default/files/styles/1_798w_798h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=HikJTvcK 798w, /sites/default/files/styles/1_1064w_1064h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=ifFrZzPt 1064w, /sites/default/files/styles/1_1368w_1368h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=tUVb26PI 1368w, /sites/default/files/styles/1_1596w_1596h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=Mrn2kTLu 1596w" media="all and (min-width: 900px)" type="image/jpeg" sizes="calc((100vw - 80px - 80px) / 2)" width="798" height="798"/> <source srcset="/sites/default/files/styles/1_464w_464h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?h=c3635fa2&itok=Uio3axwF 464w, /sites/default/files/styles/1_684w_684h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=JtQtt7eh 684w, /sites/default/files/styles/1_798w_798h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=HikJTvcK 798w, /sites/default/files/styles/1_1064w_1064h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?itok=ifFrZzPt 1064w" media="all and (max-width: 899px)" type="image/jpeg" sizes="(min-width: 745px) calc((100vw - 40px - 40px) / 2), (min-width: 320px) calc(100vw - 16px - 16px), 320px" width="798" height="798"/> <img loading="eager" width="464" height="464" data-original-width="2400" data-original-height="1600" src="/sites/default/files/styles/1_464w_464h_d/public/2020-04/2020_computer_science_building_photo_matti_ahlgren_aalto_university-5.jpg?h=c3635fa2&itok=Uio3axwF" alt="Computer Science Building entrance, photo: Matti Ahlgren, Aalto University" /> </picture> </div> </div> </div> </div> </div> </section> </div> <div class="aalto-component-wrapper aalto-component aalto-component-wrapper--manual-liftup-medium aalto-liftup-m " lang="en" style=""> <div class="component-container"> <div class="aalto-manual-liftup__header"> <div class="aalto-manual-liftup__header-content"> <h2 class="aalto-manual-liftup__header-title" id="liftup-title-id-604374169"> News </h2> </div> <div class="aalto-show-all-button aalto-show-all-button--desktop-only"> <a class="aalto-button" href="/en/listing/370951">See all</a> </div> </div> <div class="aalto-layout-container"> <div class="aalto-layout-item aalto-liftup-m-card-container"> <div class="aalto-liftup-m-card"> <div class="aalto-liftup-m-card__image-container"> <picture> <source srcset="/sites/default/files/styles/2_3_288w_125h_d/public/2024-11/Corinna_Coupette_School_of_Science_2024_photo_Aalto_University_Matti_Ahlgren-1.jpg?h=c3635fa2&itok=iimIpJ-g 288w, /sites/default/files/styles/2_3_567w_247h_d/public/2024-11/Corinna_Coupette_School_of_Science_2024_photo_Aalto_University_Matti_Ahlgren-1.jpg?h=c3635fa2&itok=um7dB-l6 567w, /sites/default/files/styles/2_3_690w_300h_d/public/2024-11/Corinna_Coupette_School_of_Science_2024_photo_Aalto_University_Matti_Ahlgren-1.jpg?h=c3635fa2&itok=lw0q21oB 690w, /sites/default/files/styles/2_3_819w_356h_d/public/2024-11/Corinna_Coupette_School_of_Science_2024_photo_Aalto_University_Matti_Ahlgren-1.jpg?h=c3635fa2&itok=N5kFNoVU 819w" media="all" type="image/jpeg" sizes="(min-width: 900px) calc(33vw - 160px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="819" height="356"/> <img loading="lazy" width="288" height="125" data-original-width="2400" data-original-height="1600" src="/sites/default/files/styles/2_3_288w_125h_d/public/2024-11/Corinna_Coupette_School_of_Science_2024_photo_Aalto_University_Matti_Ahlgren-1.jpg?h=c3635fa2&itok=iimIpJ-g" alt="Corinna Coupette" /> </picture> </div> <div class="aalto-liftup-m-card__main-content"> <div class="aalto-liftup-m-card__text-container"> <div class="aalto-liftup-m-card__overflow-container"> <h2 class="aalto-liftup-m-card__header"> <a class="aalto-liftup-m-card__link" href="/en/news/a-front-row-view-on-todays-major-challenges-corinna-coupette-bridges-law-and-technology" title="A front-row view on today’s major challenges: Corinna Coupette bridges law and technology"> A front-row view on today’s major challenges: Corinna Coupette bridges law and technology </a> </h2> <p class="aalto-liftup-m-card__summary">Coupette was appointed assistant professor of computer science this autumn</p> </div> </div> <div class="aalto-liftup-m-card__meta"> <span class="aalto-liftup-m-card__meta-item aalto-liftup-m-card__meta-item--date"> <time datetime="2024-11-13T09:55:53+02:00">13.11.2024</time> </span> <span class="aalto-liftup-m-card__meta-item aalto-liftup-m-card__meta-item--category">News</span> </div> </div> </div> </div> <div class="aalto-layout-item aalto-liftup-m-card-container"> <div class="aalto-liftup-m-card"> <div class="aalto-liftup-m-card__image-container"> <picture> <source srcset="/sites/default/files/styles/2_3_288w_125h_d/public/2024-10/Aalto_University_Ana_Triana_Hoyos_MRI_health_tech_27-09-2024_photo_by_Matti_Ahlgren-07.jpg?h=0f4230fa&itok=9EvkV1DP 288w, /sites/default/files/styles/2_3_567w_247h_d/public/2024-10/Aalto_University_Ana_Triana_Hoyos_MRI_health_tech_27-09-2024_photo_by_Matti_Ahlgren-07.jpg?h=0f4230fa&itok=cOIifAlw 567w, /sites/default/files/styles/2_3_690w_300h_d/public/2024-10/Aalto_University_Ana_Triana_Hoyos_MRI_health_tech_27-09-2024_photo_by_Matti_Ahlgren-07.jpg?h=0f4230fa&itok=j9HBMDs4 690w, /sites/default/files/styles/2_3_819w_356h_d/public/2024-10/Aalto_University_Ana_Triana_Hoyos_MRI_health_tech_27-09-2024_photo_by_Matti_Ahlgren-07.jpg?h=0f4230fa&itok=wYpvjjTJ 819w" media="all" type="image/jpeg" sizes="(min-width: 900px) calc(33vw - 160px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="819" height="356"/> <img loading="lazy" width="288" height="125" data-original-width="3500" data-original-height="2334" src="/sites/default/files/styles/2_3_288w_125h_d/public/2024-10/Aalto_University_Ana_Triana_Hoyos_MRI_health_tech_27-09-2024_photo_by_Matti_Ahlgren-07.jpg?h=0f4230fa&itok=9EvkV1DP" alt="Ana Triana was herself the subject of the research, monitored as she went about her daily life. Photo by Matti Ahlgren." /> </picture> </div> <div class="aalto-liftup-m-card__main-content"> <div class="aalto-liftup-m-card__text-container"> <div class="aalto-liftup-m-card__overflow-container"> <h2 class="aalto-liftup-m-card__header"> <a class="aalto-liftup-m-card__link" href="/en/news/echoes-in-the-brain-why-todays-workout-could-fuel-next-weeks-bright-idea" title="Echoes in the brain: Why today’s workout could fuel next week’s bright idea"> Echoes in the brain: Why today’s workout could fuel next week’s bright idea </a> </h2> <p class="aalto-liftup-m-card__summary">In a rare, longitudinal study, researchers from Aalto University and the University of Oulu tracked one person’s brain and behavioural activity for five months using brain scans and data from wearable devices and smartphones.</p> </div> </div> <div class="aalto-liftup-m-card__meta"> <span class="aalto-liftup-m-card__meta-item aalto-liftup-m-card__meta-item--date"> <time datetime="2024-10-08T21:00:06+03:00">8.10.2024</time> </span> <span class="aalto-liftup-m-card__meta-item aalto-liftup-m-card__meta-item--category">News</span> </div> </div> </div> </div> <div class="aalto-layout-item aalto-liftup-m-card-container"> <div class="aalto-liftup-m-card"> <div class="aalto-liftup-m-card__image-container"> <picture> <source srcset="/sites/default/files/styles/2_3_288w_125h_d/public/2024-04/Aalto_University_Vili_Lehdonvirta_26-3-2024_photo_by_Mikko_Raskinen_001.jpg?h=ac778ff2&itok=os1W396e 288w, /sites/default/files/styles/2_3_567w_247h_d/public/2024-04/Aalto_University_Vili_Lehdonvirta_26-3-2024_photo_by_Mikko_Raskinen_001.jpg?h=ac778ff2&itok=1SVn3W6V 567w, /sites/default/files/styles/2_3_690w_300h_d/public/2024-04/Aalto_University_Vili_Lehdonvirta_26-3-2024_photo_by_Mikko_Raskinen_001.jpg?h=ac778ff2&itok=XFncSu2I 690w, /sites/default/files/styles/2_3_819w_356h_d/public/2024-04/Aalto_University_Vili_Lehdonvirta_26-3-2024_photo_by_Mikko_Raskinen_001.jpg?h=ac778ff2&itok=MfYhORK5 819w" media="all" type="image/jpeg" sizes="(min-width: 900px) calc(33vw - 160px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="819" height="356"/> <img loading="lazy" width="288" height="125" data-original-width="4000" data-original-height="2668" src="/sites/default/files/styles/2_3_288w_125h_d/public/2024-04/Aalto_University_Vili_Lehdonvirta_26-3-2024_photo_by_Mikko_Raskinen_001.jpg?h=ac778ff2&itok=os1W396e" alt="Vili Lehdonvirta, phóto: Mikko Raskinen, Aalto University" /> </picture> </div> <div class="aalto-liftup-m-card__main-content"> <div class="aalto-liftup-m-card__text-container"> <div class="aalto-liftup-m-card__overflow-container"> <h2 class="aalto-liftup-m-card__header"> <a class="aalto-liftup-m-card__link" href="/en/news/cloud-empires-mapping-the-geopolitics-of-data-infrastructures" title="Cloud empires: Mapping the geopolitics of data infrastructures"> Cloud empires: Mapping the geopolitics of data infrastructures </a> </h2> <p class="aalto-liftup-m-card__summary">The trend towards hyperscale cloud infrastructures is creating powerful global gatekeepers of computational capability. We must understand the geopolitical implications.</p> </div> </div> <div class="aalto-liftup-m-card__meta"> <span class="aalto-liftup-m-card__meta-item aalto-liftup-m-card__meta-item--date"> <time datetime="2024-06-14T10:28:54+03:00">14.6.2024</time> </span> <span class="aalto-liftup-m-card__meta-item aalto-liftup-m-card__meta-item--category">News</span> </div> </div> </div> </div> </div> <div class="aalto-show-all-button aalto-show-all-button--mobile-only"> <a class="aalto-button" href="/en/listing/370951">See all</a> </div> </div> </div> <div class="paragraph paragraph--type--content-liftups-auto-event paragraph--view-mode--default"> <div class="aalto-component-wrapper aalto-component aalto-component-wrapper--automatic-liftup aalto-component-wrapper--automatic-liftup-event" style=""> <div class="aalto-tiles-layout aalto-tiles-layout--automatic-liftups "> <div class="aalto-tiles-layout__top content-container"> <div class="aalto-tiles-layout__top-column"> <h2 class="aalto-tiles-layout__header">Events</h2> </div> <div class="aalto-tiles-layout__top-column aalto-tiles-layout__top-column--text"> <a class="aalto-button aalto-tiles-layout__button--see-all" href="/en/listing/282526">See all</a> </div> </div> <div class="aalto-tiles-layout__items-container"> <div class="aalto-tile-container"> <div class="aalto-tile aalto-tile--event"> <div class="aalto-tile__top-wrapper"> <div class="aalto-tile__top-container"> <div class="aalto-tile-event__date-plane"> <time class="aalto-date-line" datetime="2025-03-31T13:00:00+03:00"> <span class="aalto-date-line__start">31.3.</span> </time> </div> <div class="aalto-tile__image-container aalto-tile-event__image-container"> <picture> <source srcset="/sites/default/files/styles/1_8_444w_247h_d/public/2025-02/06_Prompt_engineering_for_researchers_2025-01_thumbnail-01.png?h=d1cb525d&itok=4hvgz2MK 444w, /sites/default/files/styles/1_8_540w_300h_d/public/2025-02/06_Prompt_engineering_for_researchers_2025-01_thumbnail-01.png?h=d1cb525d&itok=PFHyfkaq 540w, /sites/default/files/styles/1_8_641w_356h_d/public/2025-02/06_Prompt_engineering_for_researchers_2025-01_thumbnail-01.png?h=d1cb525d&itok=uaBB2DEw 641w" media="all" type="image/png" sizes="(min-width: 1540px) 690px, (min-width: 900px) calc(50vw - 80px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="641" height="356"/> <img loading="lazy" width="444" height="247" data-original-width="1920" data-original-height="1080" src="/sites/default/files/styles/1_8_444w_247h_d/public/2025-02/06_Prompt_engineering_for_researchers_2025-01_thumbnail-01.png?h=d1cb525d&itok=4hvgz2MK" alt="Prompt engineering for researchers" /> </picture> </div> </div> </div> <div class="aalto-tile__text-container aalto-tile__text-container--event"> <div class="aalto-tile__meta"> <span class="aalto-tile__meta-item aalto-tile__meta-item--category"> Lectures and seminars, Staff trainings, IT & digital tools, Support for teams, Training to support research </span> <span class="aalto-tile__meta-item aalto-tile__meta-item--label"> <time datetime="2025-03-31T13:00:00+03:00">31.3.2025 13:00</time> – <time datetime="2025-03-31T14:30:00+03:00">14:30</time> </span> </div> <div class="aalto-tile__overflow-container aalto-tile__overflow-container--event"> <h3 class="aalto-tile__title"> <a class="aalto-tile__link" href="/en/events/prompt-engineering-for-researchers-mar-31-2025" title="Prompt engineering for researchers, Mar 31, 2025"> Prompt engineering for researchers, Mar 31, 2025 </a> </h3> <span class="aalto-tile__summary"> Learn how to create effective prompts when using AI tools. </span> </div> </div> </div> </div> <div class="aalto-tile-container"> <div class="aalto-tile aalto-tile--event"> <div class="aalto-tile__top-wrapper"> <div class="aalto-tile__top-container"> <div class="aalto-tile-event__date-plane"> <time class="aalto-date-line" datetime="2025-03-31T16:00:00+03:00"> <span class="aalto-date-line__start">31.3.</span> </time> </div> <div class="aalto-tile__image-container aalto-tile-event__image-container"> <picture> <source srcset="/sites/default/files/styles/1_8_444w_247h_d/public/2025-01/HAIC-talk_MH.png?h=c673cd1c&itok=AbXBRNml 444w, /sites/default/files/styles/1_8_540w_300h_d/public/2025-01/HAIC-talk_MH.png?h=c673cd1c&itok=qAgDtX2B 540w, /sites/default/files/styles/1_8_641w_356h_d/public/2025-01/HAIC-talk_MH.png?h=c673cd1c&itok=7Lw7fR23 641w" media="all" type="image/png" sizes="(min-width: 1540px) 690px, (min-width: 900px) calc(50vw - 80px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="641" height="356"/> <img loading="lazy" width="444" height="247" data-original-width="1280" data-original-height="720" src="/sites/default/files/styles/1_8_444w_247h_d/public/2025-01/HAIC-talk_MH.png?h=c673cd1c&itok=AbXBRNml" alt="Poster for HAIC Talk 'Artificial Evil' by Mikko Hyppönen on 31 March at Aalto University. Features a QR code and event details." /> </picture> </div> </div> </div> <div class="aalto-tile__text-container aalto-tile__text-container--event"> <div class="aalto-tile__meta"> <span class="aalto-tile__meta-item aalto-tile__meta-item--category"> Lectures and seminars, Networking </span> <span class="aalto-tile__meta-item aalto-tile__meta-item--label"> <time datetime="2025-03-31T16:00:00+03:00">31.3.2025 16:00</time> – <time datetime="2025-03-31T17:30:00+03:00">17:30</time> </span> <div class="aalto-liftup-m-card-icon-container"></div> </div> <div class="aalto-tile__overflow-container aalto-tile__overflow-container--event"> <h3 class="aalto-tile__title"> <a class="aalto-tile__link" href="https://haic.fi/talks/" title="HAIC talk: Artificial Evil - with Mikko Hyppönen"> HAIC talk: Artificial Evil - with Mikko Hyppönen <span class="aalto-visually-hidden">(external link)</span> </a> </h3> <span class="aalto-tile__summary"> Mikko Hyppönen, Chief Research Officer at WithSecure, gives a HAIC talk "Artificial Evil" on 31 March in Lumituuli, Dipoli. </span> </div> </div> </div> </div> <div class="aalto-tile-container"> <div class="aalto-tile aalto-tile--event"> <div class="aalto-tile__top-wrapper"> <div class="aalto-tile__top-container"> <div class="aalto-tile-event__date-plane"> <time class="aalto-date-line" datetime="2025-04-01T13:00:00+03:00"> <span class="aalto-date-line__start">1.4.</span> </time> </div> <div class="aalto-tile__image-container aalto-tile-event__image-container"> <picture> <source srcset="/sites/default/files/styles/1_8_444w_247h_d/public/2025-01/07_Revised_ethics_review_process_at_Aalto_University_2025_thumbnail-web.png?h=d1cb525d&itok=PTGVGp_b 444w, /sites/default/files/styles/1_8_540w_300h_d/public/2025-01/07_Revised_ethics_review_process_at_Aalto_University_2025_thumbnail-web.png?h=d1cb525d&itok=Anl1nVx5 540w, /sites/default/files/styles/1_8_641w_356h_d/public/2025-01/07_Revised_ethics_review_process_at_Aalto_University_2025_thumbnail-web.png?h=d1cb525d&itok=JicwNwIP 641w" media="all" type="image/png" sizes="(min-width: 1540px) 690px, (min-width: 900px) calc(50vw - 80px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="641" height="356"/> <img loading="lazy" width="444" height="247" data-original-width="1920" data-original-height="1080" src="/sites/default/files/styles/1_8_444w_247h_d/public/2025-01/07_Revised_ethics_review_process_at_Aalto_University_2025_thumbnail-web.png?h=d1cb525d&itok=PTGVGp_b" alt="Revised ethics review process at Aalto University" /> </picture> </div> </div> </div> <div class="aalto-tile__text-container aalto-tile__text-container--event"> <div class="aalto-tile__meta"> <span class="aalto-tile__meta-item aalto-tile__meta-item--category"> Lectures and seminars, Staff trainings, Support for teams, Training to support research </span> <span class="aalto-tile__meta-item aalto-tile__meta-item--label"> <time datetime="2025-04-01T13:00:00+03:00">1.4.2025 13:00</time> – <time datetime="2025-04-01T14:30:00+03:00">14:30</time> </span> </div> <div class="aalto-tile__overflow-container aalto-tile__overflow-container--event"> <h3 class="aalto-tile__title"> <a class="aalto-tile__link" href="/en/events/revised-ethics-review-process-at-aalto-university-apr-1-2025" title="Revised ethics review process at Aalto University, Apr 1, 2025"> Revised ethics review process at Aalto University, Apr 1, 2025 </a> </h3> <span class="aalto-tile__summary"> Learn about the ethical review process at Aalto with Senior Advisor Annukka Jyrämä. </span> </div> </div> </div> </div> <div class="aalto-tile-container"> <div class="aalto-tile aalto-tile--event"> <div class="aalto-tile__top-wrapper"> <div class="aalto-tile__top-container"> <div class="aalto-tile-event__date-plane"> <time class="aalto-date-line" datetime="2025-04-01T13:00:00+03:00"> <span class="aalto-date-line__start">1.4.</span> </time> </div> <div class="aalto-tile__image-container aalto-tile-event__image-container"> <picture> <source srcset="/sites/default/files/styles/1_8_444w_247h_d/public/2024-09/Conversation_language_illustration_Aalto_University_Matti_Ahlgren.png?h=d1cb525d&itok=yvfKqJ4K 444w, /sites/default/files/styles/1_8_540w_300h_d/public/2024-09/Conversation_language_illustration_Aalto_University_Matti_Ahlgren.png?h=d1cb525d&itok=5tcMsbIG 540w, /sites/default/files/styles/1_8_641w_356h_d/public/2024-09/Conversation_language_illustration_Aalto_University_Matti_Ahlgren.png?h=d1cb525d&itok=RS2umQof 641w" media="all" type="image/png" sizes="(min-width: 1540px) 690px, (min-width: 900px) calc(50vw - 80px), (min-width: 600px) calc(100vw - 40px), (min-width: 320px) calc(100vw - 32px), 288px" width="641" height="356"/> <img loading="lazy" width="444" height="247" data-original-width="1920" data-original-height="1080" src="/sites/default/files/styles/1_8_444w_247h_d/public/2024-09/Conversation_language_illustration_Aalto_University_Matti_Ahlgren.png?h=d1cb525d&itok=yvfKqJ4K" alt="Two cartoon characters talking to each other in comment bubbles." /> </picture> </div> </div> </div> <div class="aalto-tile__text-container aalto-tile__text-container--event"> <div class="aalto-tile__meta"> <span class="aalto-tile__meta-item aalto-tile__meta-item--category"> <svg class="aalto-tile__icon"><use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#16-lock_closed" /></svg> <span class="aalto-visually-hidden">For Aalto community</span> Networking, Staff trainings, Languages and multiculturality </span> <span class="aalto-tile__meta-item aalto-tile__meta-item--label"> <time datetime="2025-04-01T13:00:00+03:00">1.4.2025 13:00</time> – <time datetime="2025-04-01T13:45:00+03:00">13:45</time> </span> </div> <div class="aalto-tile__overflow-container aalto-tile__overflow-container--event"> <h3 class="aalto-tile__title"> <a class="aalto-tile__link" href="/en/events/cs-language-cafe" title="CS language café"> CS language café </a> </h3> <span class="aalto-tile__summary"> Welcome to chat in Finnish with your colleagues. The event is organized once in a month by CS department and open to all Aalto staff members. </span> </div> </div> </div> </div> <div class="aalto-tile-container aalto-tile-container--see-all"> <div class="aalto-tile aalto-tile--see-all"> <div class="aalto-tile__see-all-icon-container"><svg class="aalto-tile__see-all-icon aalto-inline-icon"><use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#16-arrow_chevron_up" /></svg></div> <a class="aalto-tile__see-all-text" href="/en/listing/282526">See all</a> </div> </div> </div> </div> </div> </div> <div class="full-bleed-container"> <div class="aalto-hr"></div> </div> <div class="aalto-component-wrapper aalto-component aalto-component-wrapper--manual-liftup-small aalto-manual-liftup-small " lang="en" style=""> <div class="component-container"> <div class="aalto-manual-liftup__header"> <div class="aalto-manual-liftup__header-content"> <h2 class="aalto-manual-liftup__header-title" id="liftup-title-id-295070656"> Study computer science </h2> </div> </div> <div class="manual-liftup-small__horizontal-cards"> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/study-at-aalto" title="Study at Aalto"> Study at Aalto </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Study in Finland at Aalto University, where science and art meet technology and business. Join a top-ranked, multidisciplinary community! </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2025-03/Aalto_University_Squad_students_by_Aleksi_Poutanen_9620.jpg?h=72c5079c&itok=8couMwNk 120w, /sites/default/files/styles/1_160w_160h_d/public/2025-03/Aalto_University_Squad_students_by_Aleksi_Poutanen_9620.jpg?h=72c5079c&itok=UE6zNKhW 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2500" data-original-height="3748" src="/sites/default/files/styles/1_120w_120h_d/public/2025-03/Aalto_University_Squad_students_by_Aleksi_Poutanen_9620.jpg?h=72c5079c&itok=8couMwNk" alt="Two Aalto University students sitting outdoors in a field of yellow flowers, one wearing a purple hat and the other in a white jacket." /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/department-of-computer-science/education" title="Education"> Education </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Computer Science education on Bachelor, Master and Doctoral levels. </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2019-02/computerscience_c.png?h=d1cb525d&itok=IqBPyLsW 120w, /sites/default/files/styles/1_160w_160h_d/public/2019-02/computerscience_c.png?h=d1cb525d&itok=e3ADWKaz 160w" media="all" type="image/png" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="1920" data-original-height="1080" src="/sites/default/files/styles/1_120w_120h_d/public/2019-02/computerscience_c.png?h=d1cb525d&itok=IqBPyLsW" alt="Department of Computer Science photo Matti Ahlgren" /> </picture> </div> </div> </div> </div> </div> <div class="aalto-component-wrapper aalto-component aalto-component-wrapper--manual-liftup-small aalto-manual-liftup-small " lang="en" style=""> <div class="component-container"> <div class="aalto-manual-liftup__header"> <div class="aalto-manual-liftup__header-content"> <h2 class="aalto-manual-liftup__header-title" id="liftup-title-id-1831458607"> Work with us </h2> </div> </div> <div class="manual-liftup-small__horizontal-cards"> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/open-positions" title="Open positions"> Open positions </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Looking for a job at Aalto University? See our open positions. </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2018-09/unto_rautio_aalto_0779_weblarge_0.jpg?h=034c2479&itok=Sow31PTn 120w, /sites/default/files/styles/1_160w_160h_d/public/2018-09/unto_rautio_aalto_0779_weblarge_0.jpg?h=034c2479&itok=wCooqzwQ 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="5000" data-original-height="3750" src="/sites/default/files/styles/1_120w_120h_d/public/2018-09/unto_rautio_aalto_0779_weblarge_0.jpg?h=034c2479&itok=Sow31PTn" alt="Aalto University - people" /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/department-of-computer-science/summer-employee-positions-at-the-department-of-computer-science-2025" title="Summer employee positions at the Department of Computer Science 2025"> Summer employee positions at the Department of Computer Science 2025 </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> We are looking for BSc or MSc degree students at Aalto or other universities to work with us during the summer 2025 </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2023-01/2019_Aalto_University_campus_photo_Matti_Ahlgren-6.jpg?h=3881cecb&itok=ei8GGuNY 120w, /sites/default/files/styles/1_160w_160h_d/public/2023-01/2019_Aalto_University_campus_photo_Matti_Ahlgren-6.jpg?h=3881cecb&itok=Wc0d5B4D 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2400" data-original-height="1348" src="/sites/default/files/styles/1_120w_120h_d/public/2023-01/2019_Aalto_University_campus_photo_Matti_Ahlgren-6.jpg?h=3881cecb&itok=ei8GGuNY" alt="Aerial photo of Aalto University campus in Otaniemi" /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/careers-at-aalto/living-in-finland" title="Living in Finland"> Living in Finland </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Finland is a great place to live in. </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2019-03/aalto_university_finland.jpg?h=c6980913&itok=oyuAPA-J 120w, /sites/default/files/styles/1_160w_160h_d/public/2019-03/aalto_university_finland.jpg?h=c6980913&itok=BQk1Bhb4 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="3000" data-original-height="2000" src="/sites/default/files/styles/1_120w_120h_d/public/2019-03/aalto_university_finland.jpg?h=c6980913&itok=oyuAPA-J" alt="Aalto_Otaniemi_Summer" /> </picture> </div> </div> </div> </div> </div> <div class="aalto-component-wrapper aalto-component aalto-component-wrapper--manual-liftup-small aalto-manual-liftup-small " lang="en" style=""> <div class="component-container"> <div class="aalto-manual-liftup__header"> <div class="aalto-manual-liftup__header-content"> <h2 class="aalto-manual-liftup__header-title" id="liftup-title-id-29029609"> Humans of Computer Science </h2> <div class="aalto-manual-liftup__header-body"> <div class="aalto-user-generated-content"><p>Computer Science at Aalto University is more than just coding. Here are stories from our computer scientists.</p></div> </div> </div> <div class="aalto-show-all-button aalto-show-all-button--desktop-only"> <a class="aalto-button" href="/en/listing/262256">See all</a> </div> </div> <div class="manual-liftup-small__horizontal-cards"> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/news/if-you-study-data-science-you-wont-limit-your-choice-of-career-in-the-future" title="‘If you study data science, you won’t limit your choice of career in the future’"> ‘If you study data science, you won’t limit your choice of career in the future’ </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Before starting her Data Science studies at Aalto, Angeline Jayanegara obtained a diploma in fashion design. In the future, she would like to work as a Data Scientist in the fashion industry. </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2020-01/2019_12_datascience_angeline_jayanegara_photo_aalto_university_matti_ahlgren-1.jpg?h=3c4c4e77&itok=_KZHxjRH 120w, /sites/default/files/styles/1_160w_160h_d/public/2020-01/2019_12_datascience_angeline_jayanegara_photo_aalto_university_matti_ahlgren-1.jpg?h=3c4c4e77&itok=ULotXrjr 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2200" data-original-height="1467" src="/sites/default/files/styles/1_120w_120h_d/public/2020-01/2019_12_datascience_angeline_jayanegara_photo_aalto_university_matti_ahlgren-1.jpg?h=3c4c4e77&itok=_KZHxjRH" alt="Angeline Jayanegara istuu oranssilla nojatuolilla ja katsoo kameraan. Taustalla näkyy tuoleja ja ikkunaa." /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/podcasts/podcast-kahvit-nappikselle" title="Podcast: Kahvit näppikselle"> Podcast: Kahvit näppikselle </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Finnish language podcast about how computer science is involved in basically everything. </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2021-02/kahvit_nappikselle_podcast_cover.jpg?h=f405c703&itok=L583y11n 120w, /sites/default/files/styles/1_160w_160h_d/public/2021-02/kahvit_nappikselle_podcast_cover.jpg?h=f405c703&itok=Q9L1Pasb 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="3000" data-original-height="3000" src="/sites/default/files/styles/1_120w_120h_d/public/2021-02/kahvit_nappikselle_podcast_cover.jpg?h=f405c703&itok=L583y11n" alt="Kahvit näppikselle computer science podcast cover illustration" /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/news/billions-of-individuals-depend-on-security-protocols-crafted-by-professor-emerita-kaisa-nyberg" title="Billions of individuals depend on security protocols crafted by Professor Emerita Kaisa Nyberg"> Billions of individuals depend on security protocols crafted by Professor Emerita Kaisa Nyberg </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Kaisa Nyberg's career has taken her from radio encryption algorithms to international standardisation work and finally to professor at Aalto University. According to Nyberg, the biggest contribution of her career lies in her role as a mentor to students </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2023-11/Kaisa_Nyberg_2023_School_of_Science_photo_Aalto_University_Matti_Ahlgren-3.jpg?h=c3635fa2&itok=O9_h2cKz 120w, /sites/default/files/styles/1_160w_160h_d/public/2023-11/Kaisa_Nyberg_2023_School_of_Science_photo_Aalto_University_Matti_Ahlgren-3.jpg?h=c3635fa2&itok=GZ48zFRn 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2400" data-original-height="1600" src="/sites/default/files/styles/1_120w_120h_d/public/2023-11/Kaisa_Nyberg_2023_School_of_Science_photo_Aalto_University_Matti_Ahlgren-3.jpg?h=c3635fa2&itok=O9_h2cKz" alt="Professori Kaisa Nyberg istuu isolla tuolilla Aalto-yliopiston tietotekniikan talossa, tasutalla on viherkasveja" /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/news/jukka-suomela-studies-the-limitations-and-efficiency-of-computation" title="Jukka Suomela studies the limitations and efficiency of computation"> Jukka Suomela studies the limitations and efficiency of computation </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> Associate Professor Jukka Suomela is a theoretical computer scientist, who works with very hard mathematical problems to uncover the limits and possibilities that computers hold </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2023-12/Jukka_Suomela_School_of_Science_2022_photo_Aalto_University_Matti_Ahlgren-2%20%281%29.jpg?h=c3635fa2&itok=C3dVUq0g 120w, /sites/default/files/styles/1_160w_160h_d/public/2023-12/Jukka_Suomela_School_of_Science_2022_photo_Aalto_University_Matti_Ahlgren-2%20%281%29.jpg?h=c3635fa2&itok=iQHB75WX 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2400" data-original-height="1600" src="/sites/default/files/styles/1_120w_120h_d/public/2023-12/Jukka_Suomela_School_of_Science_2022_photo_Aalto_University_Matti_Ahlgren-2%20%281%29.jpg?h=c3635fa2&itok=C3dVUq0g" alt="Associate Professor Jukka Suomela smiling at camera, dressed in a red shirt against a red-brick wall at the Department of Computer Science" /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/news/ask-a-scientist-how-will-ai-affect-creativity" title="Ask a scientist: How will AI affect creativity?"> Ask a scientist: How will AI affect creativity? </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> The impact of creative AI is unfolding before our eyes, yet we struggle to understand it. It’s the perfect time to ask researchers what they see and think. </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2021-05/2021_Christian_Guckelsberger_School_of_Science_photo_Matti_Ahlgren-7.jpg?h=c3635fa2&itok=0_jTUhAi 120w, /sites/default/files/styles/1_160w_160h_d/public/2021-05/2021_Christian_Guckelsberger_School_of_Science_photo_Matti_Ahlgren-7.jpg?h=c3635fa2&itok=uTol1sHE 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2400" data-original-height="1600" src="/sites/default/files/styles/1_120w_120h_d/public/2021-05/2021_Christian_Guckelsberger_School_of_Science_photo_Matti_Ahlgren-7.jpg?h=c3635fa2&itok=0_jTUhAi" alt="Christian Guckelsberger in front of graffiti" /> </picture> </div> </div> <div class="manual-liftup-small__horizontal-card"> <div class="manual-liftup-small__horizontal-card--text-container"> <h3 class="manual-liftup-small__horizontal-card--title"> <a class="aalto-liftup__link" href="/en/news/leila-arstila-as-a-recent-graduate-i-have-a-whole-world-ahead-of-me" title="Leila Arstila: As a recent graduate, I have a whole world ahead of me"> Leila Arstila: As a recent graduate, I have a whole world ahead of me </a> </h3> <div class="manual-liftup-small__horizontal-card--paragraph-container"> <p class="manual-liftup-small__horizontal-card--paragraph"> 'We could learn to listen to ourselves and be kinder to ourselves. After burning out, it's really hard to climb back up. It would be easier to stop before the fall.' </p> </div> </div> <div class="manual-liftup-small__horizontal-card--image-container"> <picture> <source srcset="/sites/default/files/styles/1_120w_120h_d/public/2023-06/Aalto_University_Leila_Arstila_1_6_2023_by_Linda_Lehtovirta_I4C1448_web.jpg?h=56d0ca2e&itok=xCSDpKel 120w, /sites/default/files/styles/1_160w_160h_d/public/2023-06/Aalto_University_Leila_Arstila_1_6_2023_by_Linda_Lehtovirta_I4C1448_web.jpg?h=56d0ca2e&itok=w7KyQDpQ 160w" media="all" type="image/jpeg" sizes="(min-width: 1200px) 160px, (min-width: 600px) 120px, 80px" width="160" height="160"/> <img loading="lazy" width="120" height="120" data-original-width="2000" data-original-height="1333" src="/sites/default/files/styles/1_120w_120h_d/public/2023-06/Aalto_University_Leila_Arstila_1_6_2023_by_Linda_Lehtovirta_I4C1448_web.jpg?h=56d0ca2e&itok=xCSDpKel" alt="Leila Arstila, photo by Linda Lehtovirta" /> </picture> </div> </div> </div> <div class="aalto-show-all-button aalto-show-all-button--mobile-only"> <a class="aalto-button" href="/en/listing/262256">See all</a> </div> </div> </div> <div class=" aalto-component aalto-component-wrapper--some-module some-module--theme0" lang="en" style=""> <div class="aalto-some-module content-container"> <h2 class="aalto-some-module__title"> Follow us </h2> <div class="aalto-some-module__container"> <div class="some-module__card-container"> <div class="some-mode__card"> <div class="some-module__image some-module__image--twitter"> <svg class="aalto-inline-icon" aria-hidden="true"> <use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#24-twitter" /> </svg> </div> <div class="some-module__heading"> <a href="https://twitter.com/CSAalto" class="aalto-some__link">X</a> </div> </div> </div> <div class="some-module__card-container"> <div class="some-mode__card"> <div class="some-module__image some-module__image--linkedin"> <svg class="aalto-inline-icon" aria-hidden="true"> <use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#24-linkedin" /> </svg> </div> <div class="some-module__heading"> <a href="https://www.linkedin.com/company/csaalto" class="aalto-some__link">LinkedIn</a> </div> </div> </div> <div class="some-module__card-container"> <div class="some-mode__card"> <div class="some-module__image some-module__image--instagram"> <svg class="aalto-inline-icon" aria-hidden="true"> <use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#24-instagram" /> </svg> </div> <div class="some-module__heading"> <a href="https://www.instagram.com/csaalto/" class="aalto-some__link">Instagram</a> </div> </div> </div> <div class="some-module__card-container"> <div class="some-mode__card"> <div class="some-module__image some-module__image--facebook"> <svg class="aalto-inline-icon" aria-hidden="true"> <use xlink:href="/themes/custom/aalto_aaltofi/images/icons.svg#24-facebook" /> </svg> </div> <div class="some-module__heading"> <a 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href="https://haic.fi/"> <span class="manual-liftup-mini__text"> <span class="manual-liftup-mini__label"> Helsinki-Aalto Institute for Cybersecurity HAIC</span> <span class="manual-liftup-mini__icon-container"></span> </span> <span class="aalto-visually-hidden">(external link)</span> <span class="manual-liftup-mini__arrow"> </span> </a> </h3> </div> </div> <div class="manual-liftup-mini"> <div class="manual-liftup-mini__text-container"> <h3 class="manual-liftup-mini__title"> <a class="aalto-liftup__link" href="http://fcai.fi/"> <span class="manual-liftup-mini__text"> <span class="manual-liftup-mini__label"> Finnish Center for Artificial Intelligence FCAI</span> <span class="manual-liftup-mini__icon-container"></span> </span> <span class="aalto-visually-hidden">(external link)</span> <span class="manual-liftup-mini__arrow"> </span> </a> </h3> </div> </div> <div class="manual-liftup-mini"> <div class="manual-liftup-mini__text-container"> <h3 class="manual-liftup-mini__title"> <a 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