{"schema":"hottub-news/story/v1","story":"st_uuk6g6tnfli4nrxntumq","title":"Künstliche Intelligenz: Muse und Dots im Vergleich: Was können die KI-Agenten von Meta und OpenAI?","title_en":"Artificial Intelligence: Muse and Dots compared: What can the AI agents from Meta and OpenAI do?","outlets":21,"brief":null,"page":"https://hottub.news/stories/openai-launches-dots-its-muse-competitor-uuk6g6tnfl","count":24,"items":[{"id":"n_vxr2zjpkmf2cmfon5wsq","seq":1165532,"kind":"article","title":"OpenAI Launches \"Dots\" AI Assistant With 4,000+ Tool Integrations To Rival Meta Muse And Grok Bot","url":"https://www.foreignpolicyjournal.com/2026/10/01/openai-launches-dots-ai-assistant-with-4000-tool-integrations-to-rival-meta-muse-and-grok-bot","published":"2026-10-01T13:24:00Z","seen":"2026-10-01T15:38:39Z","lang":"en","source":{"id":"foreignpolicyjournal.com","name":"foreignpolicyjournal.com","domain":"foreignpolicyjournal.com","outlet":{"wikidata":"Q140053273","name":"Foreign Policy Journal","type":"newspaper","country":"US","designations":["online newspaper"]}},"via":"gdelt-gkg-english","topics":["economy"],"authors":["David Prior"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q123361035","name":"Grok","type":"other"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9399999976158142,"sentiment":"neutral","tone":0.5400000214576721,"political":0.05000000074505806},{"id":"n_3mjjseuqqfub5gokcfla","seq":1145535,"kind":"article","title":"Künstliche Intelligenz: Muse und Dots im Vergleich: Was können die KI-Agenten von Meta und OpenAI?","title_en":"Artificial Intelligence: Muse and Dots compared: What can the AI agents from Meta and OpenAI do?","url":"https://www.handelsblatt.com/technik/ki/ki-was-die-agenten-von-meta-und-openai-koennen-ein-vergleich/100258741.html","summary":"Die KI‑Assistenten arbeiten rund um die Uhr und kennen ihre Nutzer besonders gut. In der EU sind sie eingeschränkt verfügbar. Das Handelsblatt hat mit ersten Testern gesprochen.","published":"2026-10-01T13:09:19Z","seen":"2026-10-01T13:32:57Z","lang":"de","country":"DE","source":{"id":"kite-handelsblatt-com-3b4d32","name":"handelsblatt.com","domain":"handelsblatt.com","outlet":{"wikidata":"Q819697","name":"Handelsblatt","type":"newspaper","country":"DE","designations":["business newspaper","daily newspaper","news website","online newspaper"]}},"via":"kite-handelsblatt-com-3b4d32","topics":["künstliche intelligenz"],"authors":["Lina Knees"],"entities":[{"id":"Q140566","name":"Meta","type":"org"},{"id":"Q21708200","name":"OpenAI","type":"org"}],"image":"https://images.handelsblatt.com/p2pjA4jYUzp5/cover/900/506/0/0/12/12/0.5/0.5/dots.jpg","mentions":2,"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9300000071525574,"sentiment":"neutral","tone":0.07000000029802322,"political":0.09000000357627869},{"id":"n_gzk3djjuo7ktsxnv3xiq","seq":1137035,"kind":"article","title":"AI agent wars: OpenAI's Dots wades into a market warmed up by Instinct and Meta's Muse","url":"https://economictimes.indiatimes.com/tech/artificial-intelligence/ai-agent-wars-openais-dots-wades-into-a-market-warmed-up-by-instinct-and-metas-muse/articleshow/134618032.cms","published":"2026-10-01T12:37:25Z","seen":"2026-10-01T12:37:25Z","lang":"en","source":{"id":"indiatimes.com","name":"indiatimes.com","domain":"indiatimes.com","outlet":{"wikidata":"Q113974698","name":"Indiatimes","type":"other","country":"IN","designations":["news media"]}},"via":"gdelt-gkg-english","topics":["economy"],"authors":["ET"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q30607999","name":"Instinct","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8299999833106995,"sentiment":"neutral","tone":0.25999999046325684,"political":0.03999999910593033},{"id":"n_4icaktziq3iotmzy45ea","seq":974239,"kind":"article","title":"Agents IA : Dots, la réponse d'OpenAI à Muse de Meta - 30/09","title_en":"AI Agents: Dots, the response of OpenAI to Meta's Muse - 30/09","url":"https://www.bfmtv.com/economie/replay-emissions/tech-and-co/video-agents-ia-dots-la-reponse-d-open-ai-a-muse-de-meta-30-09_VN-202609300765.html","summary":"Ce mercredi 30 septembre, François Sorel a reçu Isabelle Bordry, fondatrice de Retency, Cédric Ingrand, directeur général de Heavyweight Studio, et Philipple Dewost, strategic advisor chez Jolt Capital, président de Phileos et cofondateur de Wanadoo. Ils se sont penchés sur le lancement par OpenAI de ses agents IA \"Dots\" en réponse à \"Muse\" de Meta, ainsi que le plaidoyer de Donald Trump pour un accord d'autorégulation des géants de l'IA, dans l'émission Tech & Co, la…","published":"2026-09-30T17:33:53Z","seen":"2026-09-30T18:20:31Z","lang":"fr","country":"FR","source":{"id":"kite-bfmtv-com-512153","name":"bfmtv.com","domain":"bfmtv.com","outlet":{"wikidata":"Q517444","name":"Q517444","type":"broadcaster","country":"FR","designations":["news website","specialty channel","television station"]}},"via":"kite-bfmtv-com-512153","entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"image":"https://io-fsly-bfmtv.cdn.nextradiotv.com/s1lIBw32aB_opJKd5iVc8lXjDJs=/0x0:1280x720/800x0/images/Agents-IA-Dots-la-reponse-d-OpenAI-a-Muse-de-Meta-30-09-2357172.jpg","story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8700000047683716,"sentiment":"neutral","tone":0.14000000059604645,"political":0.05999999865889549},{"id":"n_bo67ykj3yertqul3grea","seq":973312,"kind":"article","title":"Meta Stock Falls On OpenAI Dots Launch. Analysts Say Muse Is 'Clear Leader.'","url":"https://www.investors.com/news/technology/meta-stock-openai-dots-muse-ai","published":"2026-09-30T14:16:00Z","seen":"2026-09-30T18:14:23Z","lang":"en","source":{"id":"investors.com","name":"investors.com","domain":"investors.com","outlet":{"wikidata":"Q6060911","name":"Investor's Business Daily","type":"newspaper","country":"US","designations":["news website","newspaper","website"]}},"via":"gdelt-gkg-english","topics":["economy","business"],"authors":["Investor's Business Daily","RYAN DEFFENBAUGH"],"entities":[{"id":"Q140566","name":"Meta","type":"org"},{"id":"Q21708200","name":"OpenAI","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.5699999928474426,"category2":"economy-business","sentiment":"neutral","tone":-0.10000000149011612,"political":0.029999999329447746},{"id":"n_xfxpmj3e6zmngrcr22cq","seq":899353,"kind":"article","title":"OpenAI Launches Dots? Know How It Compares to Meta Muse","url":"https://www.jagranjosh.com/general-knowledge/openai-dots-vs-meta-muse-ai-agents-explained-1820012658-1","published":"2026-09-30T11:44:00Z","seen":"2026-09-30T12:27:07Z","lang":"en","source":{"id":"jagranjosh.com","name":"jagranjosh.com","domain":"jagranjosh.com"},"via":"gdelt-gkg-english","topics":["economy","science"],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9700000286102295,"sentiment":"neutral","tone":0.1899999976158142,"political":0.03999999910593033},{"id":"n_lxjwuwhv5dghyivczo4a","seq":901396,"kind":"article","title":"Bunt, putzig, virtuell: OpenAI bringt KI-Agenten Dots als Antwort auf Metas Muse [premium]","title_en":"Bunt, cute, virtual: OpenAI brings AI agent Dots as a response to Meta's Muse [premium]","url":"https://www.diepresse.com/41311740/bunt-putzig-virtuell-openai-bringt-ki-agenten-dots-als-antwort-auf-metas-muse","summary":"OpenAI kämpft gegen Sicherheitsvorfälle, die KI-Agenten verursachen, verschiebt deswegen sogar seinen Börsengang. In San Francisco präsentierte Sam Altman dann die nächste Stufe der KI-Agenten: Dots.","published":"2026-09-30T11:06:28Z","seen":"2026-09-30T12:37:54Z","lang":"de","country":"AT","source":{"id":"kite-diepresse-com-89c4f5","name":"diepresse.com","domain":"diepresse.com","outlet":{"wikidata":"Q689934","name":"Die Presse","type":"newspaper","country":"AT","designations":["daily newspaper","newspaper of record"]}},"via":"kite-diepresse-com-89c4f5","entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8899999856948853,"sentiment":"neutral","tone":0.3499999940395355,"political":0.03999999910593033},{"id":"n_pxbhsl4vwxj5dfwhr2bq","seq":876995,"kind":"article","title":"Dots contre Muse: OpenAI lance à son tour ses agents IA et entre dans une bataille contre Meta qui ne fait que commencer","title_en":"Dots against Muse: OpenAI launches its own AI agents and enters a battle against Meta that is just beginning","url":"https://www.bfmtv.com/tech/intelligence-artificielle/dots-contre-muse-open-ai-lance-a-son-tour-ses-agents-ia-et-entre-dans-une-bataille-contre-meta-qui-ne-fait-que-commencer_AV-202609300425.html","summary":"En dévoilant le 29 septembre 2026 les \"Dots\", OpenAI se place directement face à Muse dans un futur combat acharné pour permettre aux utilisateurs de disposer d'agents pilotés par l'intelligence artificielle dans leur quotidien.","published":"2026-09-30T10:07:40Z","seen":"2026-09-30T10:09:38Z","lang":"fr","country":"FR","source":{"id":"kite-bfmtv-com-512153","name":"bfmtv.com","domain":"bfmtv.com","outlet":{"wikidata":"Q517444","name":"Q517444","type":"broadcaster","country":"FR","designations":["news website","specialty channel","television station"]}},"via":"kite-bfmtv-com-512153","entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"image":"https://io-fsly-bfmtv.cdn.nextradiotv.com/oH9yW1q-SmhOmUnl93dHsBZJWU4=/0x0:1632x918/800x0/images/Les-Dots-d-OpenAI-2356834.jpg","story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8299999833106995,"sentiment":"neutral","tone":0.07999999821186066,"political":0.09000000357627869},{"id":"n_exmkm4v5ldvk64vzwdna","seq":903144,"kind":"article","title":"Muse od Mety má konkurenci. OpenAI představila autonomního agenta Dots","title_en":"Muse from Mety has competition. OpenAI introduced autonomous agent Dots","url":"https://forbes.cz/muse-od-mety-ma-konkurenci-openai-predstavila-autonomniho-agenta-dots","summary":"Americká technologická společnost OpenAI v úterý představila autonomního agenta umělé inteligence s názvem Dots. Novinku představila na vývojářské konferenci v San Franciscu. Informovala o tom agentura Reuters. Agent Dots míří na zvyšující se poptávku po podnikové umělé inteligenci, která zvládne úkoly s minimálním dohledem člověka. Aplikaci Muse od společnosti Meta si po uvedení na začátku tohoto měsíce stáhly miliony lidí. Dots má […] The post Muse od Mety má konkurenci.…","published":"2026-09-30T09:44:16Z","seen":"2026-09-30T12:41:01Z","lang":"cs","country":"CZ","source":{"id":"kite-forbes-cz-185566","name":"forbes.cz","domain":"forbes.cz","outlet":{"wikidata":"Q100342469","name":"Forbes Česko","type":"magazine","designations":["magazine"]}},"via":"kite-forbes-cz-185566","topics":["umělá inteligence"],"authors":["Sofie Týcová"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q23118","name":"lysergic acid diethylamide","type":"other"}],"image":"https://cdn.forbes.cz/uploads/2026/06/openai-logo-with-magnifying-glass-52916339167-scaled.jpg","story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9200000166893005,"sentiment":"neutral","tone":0.1599999964237213,"political":0.05999999865889549},{"id":"n_dmceh2s43j5r3chvewda","seq":890494,"kind":"article","title":"Fortune Tech: OpenAI fights Muse with Dots","url":"https://fortune.com/2026/09/30/openai-fights-muse-with-dots","published":"2026-09-30T08:30:00Z","seen":"2026-09-30T11:38:37Z","lang":"en","source":{"id":"fortune.com","name":"fortune.com","domain":"fortune.com","outlet":{"wikidata":"Q372989","name":"Fortune","type":"magazine","country":"US","designations":["magazine","serial","website"]}},"via":"gdelt-gkg-english","topics":["economy","politics","business"],"authors":["Alexei Oreskovic"],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8999999761581421,"sentiment":"neutral","tone":-0.009999999776482582,"political":0.03999999910593033},{"id":"n_m3an7bfijvmtqi6av4aa","seq":848953,"kind":"article","title":"OpenAI launches Dots to take on Meta's Muse with AI agents that can act on your behalf","url":"https://economictimes.indiatimes.com/ai/ai-insights/openai-launches-dots-to-take-on-metas-muse-with-ai-agents-that-can-act-on-your-behalf/articleshow/134584367.cms","published":"2026-09-30T07:45:00Z","seen":"2026-09-30T07:45:16Z","lang":"en","source":{"id":"indiatimes.com","name":"indiatimes.com","domain":"indiatimes.com","outlet":{"wikidata":"Q113974698","name":"Indiatimes","type":"other","country":"IN","designations":["news media"]}},"via":"gdelt-gkg-english","topics":["economy","politics"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9200000166893005,"sentiment":"neutral","tone":0.15000000596046448,"political":0.11999999731779099},{"id":"n_sjcrtel3ghtcqkwhxziq","seq":845674,"kind":"article","title":"OpenAI Unveils Its Muse Rival","url":"https://www.newser.com/story/397308/openai-unveils-dots-always-on-ai-agents-to-rival-muse.html","published":"2026-09-30T07:26:42Z","seen":"2026-09-30T07:26:42Z","lang":"en","source":{"id":"newser.com","name":"newser.com","domain":"newser.com","outlet":{"wikidata":"Q7019626","name":"Newser","type":"other","country":"US","designations":["news aggregator"]}},"via":"gdelt-gkg-english","topics":["security","business","economy"],"authors":["Evann Gastaldo"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9800000190734863,"sentiment":"neutral","tone":0.07000000029802322,"political":0.029999999329447746},{"id":"n_hef7wanawxemiv7zb5lq","seq":839361,"kind":"article","title":"OpenAI Dots vs Meta Muse: How AI agents differ in features, use cases","url":"https://www.livemint.com/ai/openai-dots-vs-meta-muse-how-ai-agents-differ-in-features-use-cases-11790742661962.html","published":"2026-09-30T06:37:18Z","seen":"2026-09-30T06:37:18Z","lang":"en","source":{"id":"livemint.com","name":"livemint.com","domain":"livemint.com","outlet":{"wikidata":"Q2271133","name":"Mint","type":"newspaper","country":"IN","designations":["business periodical","newspaper"]}},"via":"gdelt-gkg-english","topics":["economy"],"authors":["Pragya Singha Roy"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9800000190734863,"sentiment":"neutral","tone":0.15000000596046448,"political":0.03999999910593033},{"id":"n_bneueskgdutx7zaiuqpa","seq":792677,"kind":"article","title":"OpenAI debuts Dots AI agents in challenge to Meta's Muse agent","url":"http://www.bignewsnetwork.com/news/279341434/openai-debuts-dots-ai-agents-in-challenge-to-meta-muse-agent","published":"2026-09-30T00:11:47Z","seen":"2026-09-30T00:11:47Z","lang":"en","source":{"id":"bignewsnetwork.com","name":"bignewsnetwork.com","domain":"bignewsnetwork.com","outlet":{"wikidata":"Q65068562","name":"Big News Network","type":"magazine","country":"AE","designations":["news magazine"]}},"via":"gdelt-gkg-english","topics":["economy"],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9399999976158142,"sentiment":"neutral","tone":0.20999999344348907,"political":0.09000000357627869},{"id":"n_ezsvi56cizd7jhbihska","seq":778571,"kind":"article","title":"OpenAI Dots has its own little guys to rival Meta Muse","url":"https://mashable.com/tech/openai-dots-ai-agents-cute-characters","published":"2026-09-29T21:35:00Z","seen":"2026-09-29T22:33:16Z","lang":"en","source":{"id":"mashable.com","name":"mashable.com","domain":"mashable.com","outlet":{"wikidata":"Q619899","name":"Mashable","type":"website","designations":["news website"]}},"via":"gdelt-gkg-english","topics":["economy","science"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9300000071525574,"sentiment":"neutral","tone":0.5899999737739563,"political":0.029999999329447746},{"id":"n_cwek4mqi2cviyml3qcra","seq":766262,"kind":"article","title":"OpenAI responde à Meta com os agentes pessoais Dots","title_en":"OpenAI responds to Meta with personal agents Dots","url":"https://observador.pt/2026/09/29/depois-de-cancelar-modelo-de-ia-por-questoes-de-seguranca-openai-volta-aos-anuncios-responde-a-meta-com-dots-agentes-sempre-a-funcionar","summary":"Um dia após cancelar o lançamento de um modelo por questões de segurança, a OpenAI revelou mais algumas novidades. Mas sem mencionar os riscos sobre os avanços da tecnologia.","published":"2026-09-29T20:32:42Z","seen":"2026-09-29T20:53:22Z","lang":"pt","country":"PT","source":{"id":"kite-observador-pt-adbc95","name":"observador.pt","domain":"observador.pt","outlet":{"wikidata":"Q25442845","name":"Observador","type":"newspaper","country":"PT","designations":["fact-checking organisation","online newspaper","website"]}},"via":"kite-observador-pt-adbc95","topics":["inteligência artificial","tecnologia","empresas","economia"],"authors":["Cátia Rocha"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"image":"https://bordalo.observador.pt/v2/rs:fill:770:403/c:4092:2301:nowe:3:229/q:70/plain/https://s3.observador.pt/wp-content/uploads/2026/09/29193012/gettyimages-2297221550-scaled.jpg","mentions":2,"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8999999761581421,"sentiment":"neutral","tone":0.10999999940395355,"political":0.1599999964237213},{"id":"n_tnoyefrd4zzx3v5b4t3a","seq":763754,"kind":"article","title":"OpenAI launches dots, an AI assistant meant to rival Meta's Muse · Digg","url":"https://digg.com/world-business/y6ozzd07","published":"2026-09-29T20:30:00Z","seen":"2026-09-29T20:33:22Z","lang":"en","source":{"id":"digg.com","name":"digg.com","domain":"digg.com","outlet":{"wikidata":"Q270478","name":"Digg","type":"website","country":"US","designations":["news aggregation website","social news website","website"]}},"via":"gdelt-gkg-english","topics":["economy"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.9599999785423279,"sentiment":"neutral","tone":0.10000000149011612,"political":0.11999999731779099},{"id":"n_fj3qejqcxy7sivpvycda","seq":760136,"kind":"article","title":"OpenAI debuts personal AI agent Dot to rival Meta's Muse","url":"https://asia.nikkei.com/business/technology/artificial-intelligence/openai-debuts-personal-ai-agent-dot-to-rival-meta-s-muse","published":"2026-09-29T20:16:59Z","seen":"2026-09-29T20:16:59Z","lang":"en","source":{"id":"kite-asia-nikkei-com-7fc249","name":"asia.nikkei.com","domain":"asia.nikkei.com","outlet":{"wikidata":"Q17216388","name":"Nikkei Asia","type":"newspaper","country":"JP","designations":["magazine","newspaper"]}},"via":"kite-asia-nikkei-com-7fc249","topics":["asia"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.949999988079071,"sentiment":"neutral","tone":0.12999999523162842,"political":0.09000000357627869},{"id":"n_fwcprdsaoacaw4mrllaq","seq":751817,"kind":"article","title":"OpenAI unveils 'dots' to rival to Meta's Muse, plus a $500 monthly plan","url":"https://fortune.com/2026/09/29/openai-takes-on-metas-muse-with-new-dot-agents-and-unveils-a-potential-google-workspace-competitor","published":"2026-09-29T18:29:00Z","seen":"2026-09-29T19:21:29Z","lang":"en","source":{"id":"fortune.com","name":"fortune.com","domain":"fortune.com","outlet":{"wikidata":"Q372989","name":"Fortune","type":"magazine","country":"US","designations":["magazine","serial","website"]}},"via":"gdelt-gkg-english","topics":["economy","politics","security"],"authors":["Emily Forlini"],"entities":[{"id":"Q21708200","name":"OpenAI","type":"org"},{"id":"Q140566","name":"Meta","type":"org"}],"story":"st_uuk6g6tnfli4nrxntumq","category":"science-technology","category_p":0.8500000238418579,"sentiment":"neutral","tone":0.33000001311302185,"political":0.05999999865889549},{"id":"n_db7u76ok6nuqbxjspgra","seq":751511,"kind":"article","title":"OpenAI Dots Take on Meta Muse and Grok Bot With 24/7 AI Agents","url":"https://www.iphoneincanada.ca/2026/09/29/openai-dots-take-on-meta-muse-and-grok-bot-with-24-7-ai-agents","summary":"OpenAI has launched Dots, always-on personal AI agents powered by GPT-6 Astra that keep working in the background. Announced at Dev Day on September 29, 2026, Dots are rolling out today to ChatGPT Pro and Business Premium users. 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During its DevDay keynote on Tuesday, OpenAI announced that Dots will serve as always-on AI assistants that can \"do nearly anything\" across connected apps in the background while learning your preferences over time. 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