{"schema_version":1,"refreshed_at":"2026-05-04T12:46:30Z","stale":false,"counts":{"knowledge_entries":1423,"projects":41,"chain_events":9510,"articles_published":5},"recent_articles":[{"id":"B.5","title":"Your Organization's AI Has Shadow Memories","title_hu":"A szervezeted AI-jának árnyékemlékei vannak","slug":"shadow-memories","url":"/blog/shadow-memories/","date":"2026-05-04","summary":"59% of organizations admit shadow AI usage, and the major LLMs now ship persistent memory features by default. Multiply those two trends together and you get something nobody is auditing.","summary_hu":"A szervezetek 59%-a elismeri az árnyék-AI használatot, és a vezető LLM-ek alapértelmezetten szállítanak tartós memória funkciókat. Szorozd össze ezt a két trendet, és olyasmit kapsz, amit senki nem auditál.","series":"amnesia","series_label":"The Amnesia Problem"},{"id":"B.4","title":"The Trust Chain Problem: Why AI Memory Without Governance Is a Liability","title_hu":"A bizalmi lánc problémája: Miért felelőtlenség a felügyelet nélküli AI-memória","slug":"the-trust-chain-problem","url":"/blog/the-trust-chain-problem/","date":"2026-04-26","summary":"The AI memory race is on. Everyone's building systems that remember. Almost nobody is asking: how do you know the memory is correct?","summary_hu":"Az AI-memória versenye elkezdődött. Mindenki olyan rendszereket épít, amelyek emlékeznek. Szinte senki nem kérdezi: honnan tudod, hogy az emlék helyes?","series":"amnesia","series_label":"The Amnesia Problem"},{"id":"C.3","title":"Designing for All Intelligences: Why Your Website Should Talk to AI Too","title_hu":"Tervezés minden intelligencia számára: Miért kellene a weboldaladnak az AI-jal is beszélnie","slug":"designing-for-all-intelligences","url":"/blog/designing-for-all-intelligences/","date":"2026-04-16","summary":"Your website has millions of visitors you never designed for. AI agents are reading your content right now — and the web isn't built for them. Intelligence accessibility is the next frontier.","summary_hu":"A weboldaladnak milliónyi olyan látogatója van, akikre soha nem gondoltál tervezéskor. AI-ágensek olvassák a tartalmadat ebben a pillanatban — és a web nincs nekik építve. Az intelligencia-akadálymentesítés a következő határ.","series":"ai-collab","series_label":"Working WITH AI"},{"id":"C.2","title":"What 160+ Sessions Taught Us About Human-AI Collaboration","title_hu":"Amit 160+ munkamenet megtanított az ember-AI együttműködésről","slug":"what-160-sessions-taught-us","url":"/blog/what-160-sessions-taught-us/","date":"2026-04-15","summary":"We tracked 160+ sessions across 37 projects. The honest arc of sustained human-AI partnership — what failed, what surprised us, and why knowledge compounds only if you invest in keeping it.","summary_hu":"160+ munkamenetet követtünk nyomon 37 projekten keresztül. A tartós ember-AI partnerség őszinte története — mi nem működött, mi lepett meg, és miért kamatozik a tudás csak akkor, ha befektetsz a megtartásába.","series":"ai-collab","series_label":"Working WITH AI"},{"id":"C.1","title":"The Partnership Paradigm: Why How You Relate to AI Changes What AI Can Do","title_hu":"A partnersegi paradigma: Miért számít, hogyan viszonylulsz az AI-hoz","slug":"the-partnership-paradigm","url":"/blog/the-partnership-paradigm/","date":"2026-04-12","summary":"Only 5% of AI users treat it as a reasoning partner. They get dramatically better results. The difference isn't the AI — it's the relationship.","summary_hu":"Az AI-felhasználók mindössze 5%-a kezeli gondolkodó partnerként. Ők drámaian jobb eredményeket érnek el. A különbség nem az AI — hanem a kapcsolat.","series":"ai-collab","series_label":"Working WITH AI"}],"current_focus":{"title":"Your Organization's AI Has Shadow Memories","summary":"59% of organizations admit shadow AI usage, and the major LLMs now ship persistent memory features by default. Multiply those two trends together and you get something nobody is auditing.","since":"2026-05-04","url":"/blog/shadow-memories/","source":"fallback-recent-article"}}