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KI erweist sich als eine der grossen Chancen der nächsten Jahre, aber sie birgt auch eine Reihe von Risiken. Die Schweiz muss bei der Nutzung von KI für das Gemeinwohl eine Vorreiterrolle übernehmen. Eine grundlegende Herausforderung ist, dass die KI erklärbar, oder allgemeiner gesagt vertrauenswürdig ist (Trustworthy Al).

Ein Grossteil der KI basiert heute auf der Analyse und Wiedergabe grosser Datenmengen und auf Lernen. Je nachdem, wie eine KI konzipiert ist, kann es für Menschen leider schwierig bis unmöglich sein, genau zu verstehen, wie sie funktioniert und warum sie zu einem bestimmten Ergebnis gelangt. Dies widerspricht einem der wichtigen Grundsätze, die gelten müssen, wenn man die Kontrolle über diese Technologie behalten will: Transparenz.

Bei der vertrauenswürdigen KI (Trustworthy Al) geht es darum, KI-Systeme zu entwickeln, die nicht undurchsichtig sind und deren Parameter und Informationsquellen erklärt werden können und bei denen man die Risiken verstehen kann. Es geht also darum, über verständliche Systeme zu verfügen, damit bei der Nutzung von KI Vertrauen, Verantwortung und Ethik gewährleistet sind. In anderen Ländern ist man sich dessen bereits bewusst. Es gibt viele Ansätze, die in Betracht gezogen werden, aber es besteht noch Forschungs- und Entwicklungsbedarf. Das Vereinigte Königreich hat beispielsweise allein zu diesem Zweck 1 Milliarde Franken in Rechenleistung investiert.

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Der Bundesrat wird aufgefordert, einen Plan vorzulegen, mit dem die erklärbare und vertrauenswürdige künstliche Intelligenz (KI) in der Schweiz gefördert wird, z. B. indem:

– Forschung und Innovation in Zusammenarbeit mit Schulen und dem Privatsektor gefördert wird;

– Ressourcen investiert werden und sichergestellt wird, dass die Bevölkerung von der Forschung und Entwicklung in diesem Bereich profitieren kann;

– Sensibilisierungsprogramme für die Bevölkerung und die Unternehmen eingeführt werden;

– in diesem Bereich proaktiv mit anderen Ländern zusammengearbeitet wird;

– über Anpassungen der gesetzlichen Grundlagen nachgedacht wird, die die Entwicklung erklärbarer statt undurchsichtiger KI erleichtern könnten;

– ein System zur Anerkennung der guten Praxis im Bereich der KI vorgeschlagen wird;

– die Verfügbarkeit von Infrastruktur und Rechenleistung für Fragen im Zusammenhang mit KI sichergestellt wird.

",178857,"20233860_14","Antwort BR / Büro","

Die Forderung, dass künstliche Intelligenz (KI) nachvollziehbar und verlässlich sein muss, ist weit verbreitet. Die Erfüllung dieser Forderung ist jedoch mit verschiedenen technischen, rechtlichen und gesellschaftlichen Herausforderungen verbunden. Auf internationaler Ebene wird derzeit daran gearbeitet, angemessene Anforderungen in Bezug auf die Nachvollziehbarkeit und Zuverlässigkeit von KI zu definieren. Der Bundesrat verfolgt die verschiedenen Initiativen mit grosser Aufmerksamkeit. Die Schweiz ist mit einer Delegation im Ausschuss für künstliche Intelligenz (Committee on Artificial Intelligence, CAI) des Europarates vertreten, der gegenwärtig das erste internationale Übereinkommen über KI, Menschenrechte, Demokratie und Rechtsstaatlichkeit aushandelt. Mit diesem Übereinkommen soll unter anderem eine erklärbare und vertrauenswürdige KI gefördert werden. Im Hinblick auf die Erreichung der darin festgelegten Ziele wird auch über eine internationale Zusammenarbeit auf dem Gebiet der KI diskutiert.

Im Zusammenhang mit der Förderung von Forschung und Innovation und insbesondere mit der gesamtschweizerischen hochschulpolitischen Koordination 2025–2028 ist KI in die strategische Planung von swissuniversities, der Dachorganisation der Schweizer Hochschulen, aufgenommen worden. Forschende und Innovierende können nach dem bottom-up Prinzip um Unterstützung für Projekte beim Schweizer Nationalfonds sowie bei der Innosuisse anfragen. Die Akademien der Wissenschaften Schweiz leisten Beiträge an die Information und Sensibilisierung zu KI. So fördert die Stiftung für Technologiefolgenabschätzung TA-SWISS die gesellschaftliche Debatte und die demokratische Entscheidungsfindung, indem sie die Erkenntnisse ihrer Arbeiten zur Technologiefolgenabschätzung einer breiten Bevölkerung sowie Entscheidungsträgern zugänglich macht. Ausserdem befasst sie sich mit KI und den Herausforderungen hinsichtlich ihrer Erklärbarkeit. Auch an diversen Hochschulen sind Kompetenzzentren zur künstlichen Intelligenz geschaffen worden, welche für die in der Motion genannten Anliegen genutzt werden können. Dies gilt auch für die Rechenleistung und Infrastrukturen. Der neue Schweizer Supercomputer «Alps», den die ETH Zürich derzeit beschafft, wird den bestehenden Rechner «Piz Daint» ersetzen und erneut einer der leistungsstärksten Supercomputer der Welt sein. Er soll bereits im ersten Quartal des Jahres 2024 betriebsbereit sein.

Auf Bundesebene stehen eine menschenzentrierte und vertrauenswürdige Datenwissenschaft und KI im Mittelpunkt der Datenwissenschaftsstrategie des Bundes (DSStB). Bis Ende 2023 soll ein Verhaltenskodex mit den Best Practices bezüglich Datenwissenschaft und KI erarbeitet werden. Darüber hinaus hat es sich das Kompetenzzentrum für Datenwissenschaft (DSCC), das dem Bundesamt für Statistik (BFS) angegliedert ist, zur Aufgabe gemacht, der gesamten öffentlichen Verwaltung der Schweiz im Sinne des Gemeinwohls Dienstleistungen auf dem Gebiet der Datenwissenschaft und KI anzubieten. Weiter ist auch der Erwerb von digitalen Kompetenzen zentral, um KI-basierte digitale Werkzeuge sinnvoll einsetzen zu können. Im Bildungsbereich ist es daher wichtig, dass sowohl die Lehrkräfte als auch die Jugendlichen über die dafür notwendigen Kompetenzen verfügen, wobei die Bildungshoheit bei den Kantonen liegt. So ist die Entwicklung digitaler – aber auch transversaler – Kompetenzen bereits in den Lehrplänen aller Stufen des Bildungssystems vorgesehen.

Was die Frage der Regulierung für die Förderung von vertrauenswürdiger KI angeht, hat der Bundesrat in seiner Stellungnahme zum Postulat Dobler (23.3201) bereits angekündigt, eine politische Auslegeordnung mit möglichen Optionen für sektorielle und wenn nötig horizontale Regulierungsmassnahmen im Bereich der KI zu erarbeiten, sobald die entsprechenden internationalen Regelungen (insb. der «AI Act» der EU und die KI-Konvention des Europarates) vorliegen. Die Analysen werden bis Ende 2024 im Rahmen der bestehenden Gefässe (insb. der Plateforme Tripartite, der interdepartementalen Koordinationsgruppe zur EU-Digitalpolitik, des Kompetenznetzwerks für künstliche Intelligenz (CNAI) und des KI-Leitlinien-Monitorings) und unter Beteiligung aller zuständigen Bundesstellen durchgeführt.

Vor diesem Hintergrund ist der Bundesrat der Ansicht, dass in der Schweiz die Strukturen und Voraussetzungen bereits vorhanden sind, um auf verschiedenen Ebenen eine vertrauenswürdige KI zu fördern.

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options","sort_begin_date","Start","sort_end_date","End","sort_name","Name","facet_all","All","facet_yes","facet_no","facet_payment","Compensation","facet_body","facet_date_from","From","facet_date_to","To","sort_voting_date","Date","sort_voting_title","Title","facet_vote","Vote","vote_yes","vote_no","vote_abstention","Abstention","sort_date_start","Speech date","sort_date_end","End date","facet_has_video","With video","sort_begin","sort_end","sort_group_name","sort_active","facet_type","Type","facet_active","facet_party","facet_group","facet_gender","facet_chamber","Chamber","chamber_both","Both","facet_deceased","Deceased","sort_firstname","First name","people_title","no_people","No people found.","controls_per_page","Per page","facet_country","Country","facet_electoral_district","country_che","Switzerland","country_lie","Liechtenstein","also_active_in","controls_search_placeholder_people","Search people…","controls_search_placeholder_alignment","Search members…","controls_search_placeholder_memberships","Search memberships…","controls_search_placeholder_interests","Search interests…","controls_search_placeholder_organizations","Search organizations…","controls_search_placeholder_votes","Search votes…","controls_search_placeholder_access_badges","Search access badges…","controls_search_placeholder_contributors","Search contributions…","controls_search_placeholder_speeches","Search speeches…","controls_search_hint_people","Searches names, place and postcode.","controls_search_hint_groups","Searches name, abbreviation and description.","controls_search_placeholder_groups","Search committees & groups…","controls_search_hint_organizations","Searches the organization name.","controls_search_hint_agendas","Searches title, description, number and category.","controls_search_placeholder_agendas","Search agenda items…","controls_search_hint_alignment","Searches the name of the compared member.","controls_search_hint_memberships","Searches group/body name, function and membership type.","controls_search_hint_interests","Searches organisation name, function and parliamentary group.","controls_search_hint_votes","Searches the voting title and the affair title.","controls_search_hint_access_badges","Searches guests' name and organisation.","controls_search_hint_contributors","Searches the affair title.","controls_search_hint_speeches","Searches the speech text.","controls_sort_status","Sorted by {field}, {direction}","sort_affair_date","Affair date","sort_role","Role","sort_affair_type","Affair type","sort_affair_number","Affair number","sort_valid_from","Valid from","sort_valid_to","Valid until","sort_version","facet_latest","Latest","gender_f","Female","gender_m","Male","gender_d","Diverse","lang_de","German","lang_fr","French","lang_it","Italian","lang_rm","Romansh","lang_en","English","lang_es","Spanish","bodies_title","affairs_title","no_bodies","No institutions found.","facet_has_parliament","With parliament","sort_canton","Canton","sort_position","Order","sort_population","Population","controls_search_placeholder_bodies","Search institutions…","controls_search_hint_bodies","Searches name, canton and key.","body_population","Residents","body_seats","Seats","controls_no_results","No matches for your search.","controls_filter_search","controls_loading","Loading results…","body_section_profile","Profile","body_has_parliament","Has parliament","body_languages","Languages","body_seats_legislative","Seats (legislative)","body_executive","Executive","body_seats_executive","Seats (executive)","body_consultations","Consultations","body_elections_votings","Elections & votings","body_flag","Flag","body_key_label","Body key","body_source_lang","Source language","body_people_directory_title","All people of this institution","body_composition_title","Current composition","body_chambers_title","Chambers","body_votings_title","no_votings","No recorded votings.","controls_search_placeholder_votings","Search votings…","controls_search_hint_votings","body_affairs_title","no_affairs","No recorded affairs.","affair_untitled","Untitled affair","affair_long_title","Full title","affair_number","Number","affair_official_record","affair_external_id","External ID","affair_agenda_section","Agenda items","controls_search_placeholder_affairs","Search affairs…","controls_search_hint_affairs","Searches affair title and affair number.","sort_affair_title","facet_state","State","view_all_votings","View all votings","view_all_affairs","View all affairs","external_link","External link","docs_title","docs_loading","Searching documents…","section_docs","no_docs","No documents.","view_all_docs","View all documents","controls_search_placeholder_docs","Search documents…","controls_search_hint_docs","Searches name and category.","facet_category","Category","facet_format","Format","facet_lang","facet_case","Case sensitive","facet_word","Whole word","facet_match_on","facet_match_off","section_events","no_events","No recorded events.","view_all_events","View full timeline","controls_search_placeholder_events","Search events…","controls_search_hint_events","Searches title, actor and details.","facet_actor_type","Actor type","event_untitled","Event","texts_title","texts_loading","Searching texts…","section_texts","no_texts","No texts.","view_all_texts","View all texts","controls_search_placeholder_texts","Search texts…","controls_search_hint_texts","Searches type and body text.","sort_type","text_untitled","Text","facet_position_country","facet_position_canton","facet_position_city","City","facet_position_commune","Commune","facet_position_other","Other","votings_title","voting_result_section","voting_decision","Decision","voting_meaning_yes","A yes means","voting_meaning_no","A no means","voting_affair","voting_chart_title","How they voted","voting_chart_alt","Seat map of {count} members, coloured by {mode}. {summary}","voting_table_alt","Table of how {count} members voted, one row per member, with their party and parliamentary group.","chart_export","chart_export_title","Export chart","chart_export_failed","Export failed.","chart_exporting","Exporting…","chart_download","Download","chart_close","chart_fullscreen","Fullscreen","chart_title","chart_title_ph","Optional title","chart_subtitle","Subtitle","chart_subtitle_ph","Optional subtitle","chart_colors","Colours & labels","chart_color_for","Colour for","chart_label_for","Label for","chart_reset","chart_order","chart_output","Output","chart_format","chart_theme","Theme","chart_theme_light","Light","chart_theme_dark","Dark","chart_size","Size","chart_options","Options","chart_show_legend","Show legend","chart_transparent","Transparent background","chart_interactive","Interactive","chart_credits","Credit","voting_chart_no_votes","No votes recorded.","voting_chart_seats","seats","voting_chart_no_seatmap","No seat data available.","voting_chart_col_person","Person","voting_chart_col_party","voting_chart_col_group","voting_chart_col_vote","voting_chart_by_party","Vote by party","voting_chart_by_party_seats","Seats by party","voting_chart_colour_by","Colour seats by","voting_chart_majority","Majority","voting_chart_edit","Edit & export","voting_chart_seat_note","Seat positions are illustrative, not the real chamber layout. Open the editor to rearrange the colours, labels and order, and export.","speeches_title","speeches_loading","Searching speeches…","speech_person","Speaker","speech_body","Institution","speech_affair","speech_meeting","groups_title","no_groups","No groups found.","group_untitled","Untitled group","section_meetings","no_meetings","No recorded meetings.","view_all_meetings","View all meetings","meetings_title","meeting_untitled","meeting_upcoming","Upcoming","facet_time","When","facet_upcoming","facet_past","Past","group_abbreviation","Abbreviation","group_description","Description","group_official_record","Official page","group_contact","member_unknown","section_votings","interests_title","interest_details","Details","interest_person","Declared by","interest_body","Granting body","interest_role","interest_type","interest_group","interest_place","Place","interest_period","Period","meeting_details","meeting_type","meeting_state","meeting_number","meeting_location","Location","meeting_period","meeting_group","meeting_body","group_type","description","controls_search_placeholder_meetings","Search meetings …","controls_search_hint_meetings","Name, location or description","section_agendas","no_agendas","No agenda items.","view_all_agendas","View all agenda items","agenda_untitled","speech_speaker_unknown","video","doc_untitled","Document","doc_body","doc_affair","doc_meeting","doc_agenda","section_contributors","Contributors","no_contributors","No contributors.","view_all_contributors","View all contributors","sort_number","topics_title","Most-used words","topics_intro","The words this person uses most across their speeches, with common filler words removed. Tile size shows how often a word is used.","topics_all_time","All time","topics_last_4y","Last 4 years","topics_last_8y","Last 8 years","topics_from","topics_to","topics_speeches","speeches","topics_words","words (filtered)","topics_distinct","distinct words","topics_uses","uses","topics_alt","Treemap of the {count} most-used words, sized by how often each is used. {ctx}","topics_table_alt","Table of the {count} most-used words and how often each is used. {ctx}","topics_table_toggle","Show as table","topics_table_word","Word","topics_empty","No speeches with usable text in this period. Try widening the range.","loyalty_title","Party loyalty","loyalty_subtitle","Share of a member's votes cast against their group's majority line (higher = more independent). Abstentions count as a position.","loyalty_axis","Dissent rate: share of votes against own group","loyalty_dissent","dissent","loyalty_ballots","votes","loyalty_empty","No votes in this period meet the thresholds for a loyalty score. Widen the range.","loyalty_chart_alt","Beeswarm plot of the dissent rate of {count} members, one dot per member, coloured by party. {ctx}","loyalty_table_alt","Table of {count} members with their votes, dissents and dissent rate. {ctx}","loyalty_col_member","loyalty_col_party","loyalty_col_group","loyalty_col_ballots","loyalty_col_dissents","Against","loyalty_col_rate","Dissent","loyalty_from","loyalty_to","loyalty_scale","Scale","loyalty_scale_log","Log","loyalty_scale_linear","Linear","loyalty_filters","Filters","cohesion_title","Group cohesion","cohesion_hint","mean Agreement Index (1 = unanimous)","section_alignment","Voting alignment","no_alignment","Not enough shared votes to compare.","view_all_alignment","View full alignment","alignment_agreed_of_shared","agreed on {agreed} of {shared} shared votes","sort_agreement","Agreement","sort_shared","Shared votes","facet_min_shared","Min. shared","min_shared_10","≥ 10","min_shared_20","≥ 20","min_shared_50","≥ 50","min_shared_100","≥ 100","section_body_alignment","body_alignment_subtitle","How members of this chamber vote relative to one another, from the votes they have in common. In the map, members who vote alike sit close together and opponents far apart. Colours are parties, so blocs and coalitions show up as clusters. The grid gives the average agreement between each pair of parties (the diagonal is each party's own internal cohesion).","alignment_from","alignment_to","alignment_view","View","alignment_view_scatter","Map","alignment_view_heatmap","Party grid","alignment_empty","Not enough votes in this window to build the model.","alignment_window_note","Most meaningful within a single legislative period: the model compares members from the votes they have in common. If the window spans an election or a change in composition, members with different terms barely overlap and positions become less comparable.","alignment_no_parties","No party groups to compare in this window.","alignment_scatter_alt","Scatter plot of {count} members placed by how similarly they voted, coloured by party. {ctx}","alignment_pairs","pairs","alignment_heatmap_note","Each cell is the average agreement between members of the two parties (diagonal = a party's internal cohesion). ± is the 95% confidence range and n the number of member-pairs behind it. A small range over many pairs means the alignment is well-established; a wide range means it's only suggestive.","alignment_heatmap_alt","Grid of the average voting agreement between {count} parties. {ctx}","alignment_members_heading","Members","alignment_members_table_alt","Table of {count} members with their agreement with the chamber and with their own party. {ctx}","alignment_col_member","alignment_col_party","alignment_col_votes","alignment_col_chamber","Aligns with chamber","alignment_col_party_align","Within party","alignment_zoom_in","Zoom in","alignment_zoom_out","Zoom out","alignment_zoom_reset","Reset zoom","alignment_filters","section_lobby","Lobby network","lobby_subtitle","The organizations members of this chamber declare in their register of interests, and where those ties overlap. In the network, members are dots (coloured by party) and organizations shared by two or more members are squares. Members who share the same organizations pull together. The breakdown shows how many mandates are paid versus unpaid, and who holds the most.","lobby_empty","No declared interests for this chamber in this window.","lobby_no_shared","No organizations are shared by two or more members here. See the breakdown.","lobby_network_alt","Network graph of {members} members and the {orgs} organizations they share, linked by declared interests. {ctx}","lobby_mandates","mandates","lobby_members_tied","members","lobby_unknown","Unknown","lobby_org_node","Organization","lobby_payment_heading","Paid vs unpaid mandates","lobby_top_orgs","Most-shared organizations","lobby_top_members","Members by mandates","discussion_title","Speech profiles","discussion_intro","Where members sit on a latent axis derived purely from the words they use in their speeches (Wordfish scaling).","discussion_calculating","Scaling speeches…","lobby_calculating","Computing lobby network…","discussion_error","The speech scaling could not be computed.","discussion_converged","Model converged","discussion_not_converged","Model did not fully converge. Read positions with extra caution.","discussion_members_scored","Members scored","discussion_vocab","Vocabulary","discussion_window","Window","discussion_show_all","discussion_show_reliable","Reliable only","discussion_methodology","How this is computed","discussion_range_label","Time range","discussion_range_1y","1 year","discussion_range_2y","2 years","discussion_range_4y","4 years","discussion_range_8y","8 years","discussion_plot_alt","Beeswarm plot of {count} members placed along a word-choice axis, one dot per member. {ctx}","discussion_plot_caption","Each dot is one member, placed by the words they use in their speeches. Members who reach for the same distinctive words sit close together; members who talk very differently sit far apart. So a member's spot isn't assigned by us; it comes out of how they actually speak. For example, someone who keeps saying “tax”, “budget” and “spending” lands far from someone who mostly says “asylum”, “border” and “integration”. Hover any dot for its details. Filled dots have enough speech to place reliably; hollow rings spoke too little, so read their position with caution.","discussion_empty","No speeches are available for this parliament, so its members can't be placed on the axis. This scaling reads the words members actually speak, and the data set only holds speech transcripts for a few parliaments: the federal chambers and a handful of cantons such as Bern, Basel-Stadt or St. Gallen. You can also try a longer time range above.","discussion_empty_sparse","There is too little speech transcript text for this parliament to place its members on the axis. Try a longer time range above.","discussion_pole_a","One pole","discussion_pole_b","Other pole","discussion_col_party","discussion_key_filled","Enough text (reliable)","discussion_key_ring","Below the word floor (low confidence)","discussion_align_title","Does the axis track party?","discussion_align_hint","How much of the spread in positions is explained by party membership (η²): 100% = parties are perfectly separated, ~0% = party tells you nothing.","discussion_align_strong","parties are clearly separated","discussion_align_moderate","parties are partly separated","discussion_align_weak","party barely explains the axis","discussion_poles_title","What the axis is made of","discussion_poles_hint","The words that most pull members towards each pole. The axis only means something once you read these. Its direction is arbitrary.","discussion_no_party","No party","discussion_col_name","discussion_col_position","Position","discussion_col_words","Words","discussion_col_speeches","discussion_low_confidence","low confidence","discussion_table_title","discussion_table_alt","Table of {count} members with their position on the word-choice axis. {ctx}","discussion_read_title","How to read this","discussion_read_direction","The axis direction is arbitrary: Wordfish finds the split, not which side is “left” or “right”. Read the word poles to see what each side means.","discussion_read_uncertainty","Positions are standardized, so the spread is a convention, not a real distance. Wider error bars (and hollow dots) mean less certainty, so don't over-read those members.","discussion_read_confound","Speech style reflects role as much as ideology: committee chairs, ministers and frequent speakers can land at a pole because of what they do, not only what they believe.","organizations_title","organizations_none","No organizations.","org_members","org_mandates","org_bodies","org_members_heading","org_members_table_alt","Table of {count} members with their party, body, role, payment and period. {ctx}","org_no_members","No members.","org_col_member","org_col_party","org_col_body","org_col_role","org_col_payment","Payment","org_col_period","sort_members","sort_mandates","Mandates","interest_unknown","lobby_panel_person","Declared organizations","lobby_panel_org","Members with this mandate","lobby_table_heading","Who is tied to what","lobby_table_explain","The full matrix marks every member against every shared organization: one dot per declared tie, the exhaustive view of who is tied to what.","lobby_table_large","For this chamber that is","lobby_table_cells","cells","lobby_table_show","Show table","lobby_table_alt","Table marking each of {count} members against the {orgs} organizations they are tied to, one dot per declared tie. {ctx}","lobby_select_hint","Select a member or organization to see its ties.","lobby_filters","lobby_error","The lobby network could not be computed.","lobby_clear_selection","Clear selection","close","not_found_person","Person not found","not_found_body","Parliament not found","not_found_affair","Affair not found","not_found_group","Committee or group not found","not_found_voting","Voting not found","not_found_meeting","Meeting not found","not_found_interest","Interest not found","not_found_organization","Organization not found","not_found_text","Text not found","not_found_doc","Document not found","not_found_speech","Speech not found","not_found_hint","There is no entry with the ID {id}. It may have been removed, or the link may be outdated.","not_found_back","Back to the overview","about","About","faq","FAQ","section_title","section_title_bodies","section_title_affairs","section_title_votings","section_title_texts","section_title_docs","section_subtitle_search","section_subtitle_discussion",{"_1661":1662,"_1678":844,"_1679":1680,"_1681":1682,"_1683":1031,"_1362":604,"_1336":404,"_78":608,"_1684":611,"_1667":414,"_1685":1686,"_1687":815,"_1469":364,"_74":374,"_1664":516,"_19":384,"_76":614,"_81":394,"_1688":1141,"_1689":1275,"_1690":1311,"_1691":1275,"_1692":1693,"_1694":1275,"_1695":1696,"_1697":604,"_1698":783,"_1699":1275,"_1700":1682,"_1701":608,"_1668":483,"_1702":1703,"_1274":1275,"_1704":721,"_1287":1275,"_72":619,"_1705":1497,"_1706":1354,"_1707":1392,"_1708":1686,"_1709":1481,"_1669":424,"_1710":1473,"_1711":1275},"section_switcher",{"_1659":1660,"_1661":1662,"_1663":364,"_70":560,"_74":374,"_1664":516,"_1665":450,"_1336":404,"_81":394,"_1666":384,"_1667":414,"_1668":483,"_1669":424,"_1670":1671,"_1672":1673,"_1674":1675,"_1676":1677},"section_title_speeches","section_title_groups","section_title_interests","section_title_meetings","section_title_organizations","label_section","Section","home","Home","people","affairs","groups","documents","interests","meetings","organizations","group_parliament","Actors","group_proceedings","Proceedings","group_records","Records","group_lobbying","Lobbying","search","eyebrow","Data on {{name}}","overview","Overview","personal_data","memberships","access_badges","Lobby","images","texts_overview","text_details","docs_overview","doc_details","votings_overview","Voting","voting_details","voting_diagram","Diagram","voting_tally","speeches_overview","speech_details","groups_overview","contributions","interests_overview","Interest","meetings_overview","vocabulary","loyalty","alignment","lobby","discussion","organizations_overview","org_details",{"_1769":1770,"_1771":1772,"_1713":1773,"_315":1774},"intro",{"_1715":1716,"_1717":1718,"_1719":1720,"_1721":1722,"_1723":1724,"_1725":1726,"_1727":1728},"en",{"_1729":1764,"_1731":1765,"_1733":1766,"_1735":1767,"_1737":1768},"de",{"_1729":1759,"_1731":1760,"_1733":1761,"_1735":1762,"_1737":1763},"fr",{"_1729":1754,"_1731":1755,"_1733":1756,"_1735":1757,"_1737":1758},"it",{"_1729":1749,"_1731":1750,"_1733":1751,"_1735":1752,"_1737":1753},"es",{"_1729":1744,"_1731":1745,"_1733":1746,"_1735":1747,"_1737":1748},"pt",{"_1729":1739,"_1731":1740,"_1733":1741,"_1735":1742,"_1737":1743},"rm",{"_1729":1730,"_1731":1732,"_1733":1734,"_1735":1736,"_1737":1738},"cookie","Nus duvrain mo cookies essenzials e funcziunals. Nagina analitica, nagin tracking.","dataLang","La Svizra ha quatter linguas naziunalas, e questas datas datti en pliras da quellas. Intgins records èn plurilings, auters mo en ina lingua. Vus pudais tscherner en tge lingua ch'il cuntegn vegn mussà; sche vossa tscherna n'è betg disponibla per in record, vegnan duvradas las autras linguas en in urden da prioritad fix. Quai è independent da la lingua da l'interfatscha. As lascha reglar sut Configuraziuns › Lingua dal cuntegn (sura a dretga).","alt","Questa pagina è era disponibla per rumantsch.","switch","Mussar per rumantsch","dismiss","Betg pli mussar","Utilizamos apenas cookies essenciais e funcionais. Sem análises, sem rastreio.","A Suíça tem quatro línguas nacionais, e estes dados existem em várias delas. Alguns registos estão em várias línguas, outros apenas numa. Pode escolher em que idioma os conteúdos são apresentados; quando a sua escolha não está disponível para um registo, as restantes línguas são usadas por uma ordem de prioridade fixa. Isto é independente do idioma da interface. Configure em Definições › Idioma dos conteúdos (canto superior direito).","Esta página também está disponível em português.","Ver em português","Não mostrar novamente","Solo utilizamos cookies esenciales y funcionales. Sin análisis, sin seguimiento.","Suiza tiene cuatro lenguas nacionales, y estos datos existen en varias de ellas. Algunos registros están en varias lenguas, otros en una sola. Puede elegir en qué idioma se muestra el contenido; cuando su elección no está disponible para un registro, se utilizan las demás lenguas en un orden de prioridad fijo. Esto es independiente del idioma de la interfaz. Configúrelo en Ajustes › Idioma del contenido (arriba a la derecha).","Esta página también está disponible en español.","Ver en español","No volver a mostrar","Utilizziamo solo cookie essenziali e funzionali. Nessuna analisi, nessun tracciamento.","La Svizzera ha quattro lingue nazionali e questi dati esistono in diverse di esse. Alcune voci sono in più lingue, altre in una sola. Puoi scegliere in quale lingua mostrare i contenuti; se la tua scelta non è disponibile per una voce, vengono usate le altre lingue secondo un ordine di priorità prestabilito. Questo è indipendente dalla lingua dell'interfaccia. Impostabile in Impostazioni › Lingua del contenuto (in alto a destra).","Questa pagina è disponibile anche in italiano.","Vedi in italiano","Non mostrare più","Nous utilisons uniquement des cookies essentiels et fonctionnels. Aucune analyse, aucun suivi.","La Suisse a quatre langues nationales, et ces données existent dans plusieurs d'entre elles. Certaines entrées sont en plusieurs langues, d'autres dans une seule. Vous pouvez choisir la langue d'affichage du contenu ; si votre choix n'est pas disponible pour une entrée, les autres langues sont utilisées selon un ordre de priorité défini. Ceci est indépendant de la langue de l'interface. Réglable dans Paramètres › Langue du contenu (en haut à droite).","Cette page est aussi disponible en français.","Voir en français","Ne plus afficher","Wir verwenden nur essenzielle, funktionale Cookies. Keine Analyse, kein Tracking.","Die Schweiz hat vier Landessprachen, und diese Daten liegen in mehreren davon vor. Manche Einträge sind mehrsprachig, andere nur in einer Sprache. Sie können wählen, in welcher Sprache die Inhalte angezeigt werden; ist Ihre Wahl für einen Eintrag nicht verfügbar, werden die übrigen Sprachen in einer festen Prioritätsreihenfolge verwendet. Dies ist unabhängig von der Oberflächensprache. Einstellbar unter Einstellungen › Inhaltssprache (oben rechts).","Diese Seite ist auch auf Deutsch verfügbar.","Auf Deutsch anzeigen","Nicht mehr anzeigen","We use only essential, functional cookies. No analytics, no tracking.","Switzerland has four national languages, and this data comes in several of them. Some records are in multiple languages, some in only one. You can choose which language the content is shown in; when your choice isn't available for a record, the remaining languages are used in a set priority order. This is independent of the interface language. Set it under Settings › Content language (top right).","This page is also available in English.","View in English","Don't show again","settings",{"_1837":1838,"_1839":1840,"_1841":1196,"_1842":1843,"_1844":1198,"_1845":1200,"_1846":1847,"_1848":1849,"_1850":1851,"_1852":1853,"_1854":1855,"_669":670,"_1856":1857,"_1858":1859,"_1860":1861,"_1862":1863,"_1864":1865},"nav",{"_1661":1783,"_1784":1785,"_1786":719,"_1787":1788,"_1789":1790,"_1670":1671,"_1672":1673,"_1674":1675,"_1676":1677,"_1663":364,"_70":560,"_1665":450,"_1664":516,"_74":374,"_1668":483,"_1336":404,"_81":394,"_1666":384,"_1667":414,"_1669":424,"_1791":1776,"_1792":1793,"_1639":1640,"_1794":1795,"_1641":1642,"_1796":1797,"_1798":1799,"_1800":1801,"_1802":1803,"_1804":1805,"_1806":1807,"_1808":1809,"_1810":1811,"_1812":1813,"_1814":1815,"_1816":1817,"_1818":1819,"_1820":1821,"_1822":1823,"_1824":1825,"_1826":1827,"_1828":1829,"_1830":1780,"_1831":1832,"_1833":1834,"_1835":1836},{"_1729":1764,"_1731":1765,"_1733":1766,"_1735":1767,"_1737":1768},{"_1775":1776,"_1777":1778,"_1779":1780,"_1781":1782},"project.title","Project","project.desc","About parlhub: what the portal is, answers to common questions, and how the data fits together.","experiments.title","Experiments","experiments.desc","Experimental analyses and methodology showcases on parlhub, including the Wordfish scaling of parliaments from their speeches.","parlhub home","skip_to_content","Skip to main content","explore","start","Start here","start_desc","Quicklinks to chambers, cantons and communes","project","project_desc","The project at a glance","about_desc","What parlhub is and who is behind it","faq_desc","Answers to common questions","sustainability","Sustainability","sustainability_desc","How parlhub is hosted and what it costs the planet","accessibility","Accessibility","accessibility_desc","What works, what doesn't, and how to report a barrier","traffic_stats","Traffic statistics","traffic_stats_desc","Which parts of the site get requested, and by whom","imprint","Imprint","imprint_desc","Who runs parlhub, contact, and the licenses","github","GitHub","github_desc","The project's source code on GitHub","data_guide","Data guide","data_guide_desc","Every kind of data, in plain terms, with examples","data_map","Data map","data_map_desc","How the data fits together, at a glance","methodology","Methodology","methodology_desc","How each figure is calculated, with links to the code","experiments","experiments_desc","Experimental analyses and methodology write-ups","wordfish","Wordfish scaling","wordfish_desc","Placing members on an axis by the words in their speeches","menu_label","Settings","appearance","Appearance","theme","theme_system","System","theme_light","theme_dark","font_size","Font size","font_size_decrease","Decrease font size","font_size_increase","Increase font size","high_contrast","High contrast","grayscale","Grayscale","interface_language","Interface","content_language","Content language","content_language_auto","Auto (follow interface)","content_language_note","Language of the displayed data (names, titles, texts). 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