{"$schema": "https://iptc.org/std/ninjs/ninjs-schema_3.2.json", "uri": "urn:newsml:wireva.mib.news:item:74e09403-9679-4651-8d4c-43e7b8e43a41", "type": "text", "profile": "standard", "version": "1", "versioncreated": "2026-08-21T20:18:56.427135Z", "firstcreated": "2026-08-10T18:39:34.963508Z", "pubstatus": "usable", "urgency": 5, "language": "en", "headline": "What VK’s “neural profile” means inside Russia’s surveillance system", "byline": "", "located": "United States", "copyrightholder": "Haydamax OÜ", "copyrightnotice": "Wireva / Core Memo", "usageterms": "Subscribers may republish this item in full, including translation and trimming, with the credit “Wireva / Core Memo”. Set rel=canonical to https://corememo.org/society/what-vks-neural-profile-means-inside-russias-surveillance-system/ when publishing on the web.", "description_text": "The new VK model is built to interpret sequences of user behaviour rather than isolated clicks. That can improve recommendations, but it also makes ordinary digital activity more analytically valuable in a country with long data-retention rules and extensive state interception capabilities.", "altids": {"mosaic": "74e09403-9679-4651-8d4c-43e7b8e43a41", "story": "e0b08d60-5a18-462c-97e8-78e598e288d9", "slug": "what-vks-neural-profile-means-inside-russias-surveillance-system"}, "subject": [{"name": "Society", "rel": "direct", "literal": "society", "code": "medtop:14000000", "scheme": "http://cv.iptc.org/newscodes/mediatopic/", "uri": "http://cv.iptc.org/newscodes/mediatopic/14000000"}], "place": [{"name": "United States", "literal": "us", "code": "US", "scheme": "http://cv.iptc.org/newscodes/countrycodes/"}], "person": [], "organisation": [], "genre": [{"name": "Standard story", "literal": "standard"}], "service": [{"name": "Wireva", "literal": "wireva"}], "associations": {"featuremedia": {"uri": "urn:newsml:wireva.mib.news:media:b5455e59-6e1d-427b-a788-c7975bea927d", "type": "picture", "version": "1", "pubstatus": "usable", "headline": "", "description_text": "", "copyrightholder": "dgap.org", "copyrightnotice": "IMAGO", "usageterms": "Picture belongs to the source publication: address and terms are delivered, the file is not.", "altids": {"wireva": "b5455e59-6e1d-427b-a788-c7975bea927d"}, "extra": {"wireva:delivery_mode": "link_only", "wireva:rights": {"licence": "", "licence_url": "", "licence_raw": "Editorial reuse rights treated as confirmed for this workflow", "licence_verified_at": "2026-08-21T20:18:56.591228Z", "attribution_required": true, "attribution_text": "IMAGO", "redistribution_allowed": false, "commercial_use_allowed": false, "modifications_allowed": false, "share_alike_required": false}, "wireva:provenance": {"creator": "", "source_name": "dgap.org", "source_url": "https://dgap.org/en/research/publications/russia-purports-build-fully-controlled-state-run-it-ecosystem", "source_page_url": "https://dgap.org/en/research/publications/russia-purports-build-fully-controlled-state-run-it-ecosystem", "our_page_url": "https://guldendorf.com/technologie/vk-erstellt-neuroprofile-in-russland-wachst-zugleich-die-digitale-uberwachung/"}, "wireva:role": "lead"}, "renditions": {"source": {"href": "https://dgap.org/en/research/publications/russia-purports-build-fully-controlled-state-run-it-ecosystem", "mimetype": "image/jpeg"}}}}, "extra": {"wireva:story": {"uri": "urn:newsml:wireva.mib.news:story:e0b08d60-5a18-462c-97e8-78e598e288d9", "slug": "vk-20260810", "status": "closed", "languages": ["de", "en", "es", "fr", "ru", "uk"], "item_count": 20, "is_breaking": false}, "wireva:rights": {"class": "agency_original", "redistribution_allowed": true, "commercial_use_allowed": true, "modifications_allowed": true, "share_alike_required": false, "attribution_required": true, "attribution_text": "Wireva / Core Memo", "canonical_required": true, "canonical_url": "https://corememo.org/society/what-vks-neural-profile-means-inside-russias-surveillance-system/", "linkback_required": true, "licence": "Wireva subscriber licence", "licence_url": "", "licensor": "Haydamax OÜ", "valid_until": null, "excerpt_max_chars": 0, "decided_by_rule": "agency_original_unassessed_allow", "needs_review": true}, "wireva:provenance": {"production_method": "automated", "ai_stages": {}, "model": "", "human_reviewed": false, "reviewed_by": "", "reviewed_at": null, "editorial_control": true, "editorial_responsibility": "Haydamax OÜ (Wireva)", "factchecked": false, "verification_status": "multi_source", "independent_confirmations": 4, "official_source_used": false, "used_press_release": false, "public_interest": true, "ai_disclosure_required": true, "ai_disclosure_text": "This item was produced with AI assistance under the editorial responsibility of Haydamax OU.", "independence_check": {"status": "not_assessed", "score": 0.0, "checked_at": "2026-08-21T20:18:56.438638Z"}}, "wireva:publication": {"name": "Core Memo", "domain": "corememo.org", "country": "US", "url": "https://corememo.org/society/what-vks-neural-profile-means-inside-russias-surveillance-system/"}, "wireva:links": {"self": "https://wireva.mib.news/api/v1/items/74e09403-9679-4651-8d4c-43e7b8e43a41", "html": "https://wireva.mib.news/item/74e09403-9679-4651-8d4c-43e7b8e43a41/what-vks-neural-profile-means-inside-russias-surveillance-system/", "story": "https://wireva.mib.news/story/vk-20260810/"}, "wireva:metrics": {"word_count": 703, "char_count": 4674, "reading_time_seconds": 334}}}