@Scobleizer
Wow. Grok watched this video and made a complete list of everything it saw: https://t.co/fqC1fuwhwX Do you have any idea how cool this is? It read every poster.
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"text": "Wow.\n\nGrok watched this video and made a complete list of everything it saw: https://t.co/fqC1fuwhwX\n\nDo you have any idea how cool this is?\n\nIt read every poster.",
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Join us in San Jose, March 16\\u201319, to see innovation in action.\"},{\"url\":\"https:\\/\\/www.prnewswire.com\\/news-releases\\/subtle-medical-to-showcase-ai-innovations-at-nvidia-gtc-2026-302710139.html\",\"title\":\"Subtle Medical to Showcase AI Innovations at NVIDIA GTC ...\",\"snippet\":\"5 days ago \\u2014 This poster examines how AI-enhanced MR images and optimized inference pipelines improve both clinical performance and operational efficiency in ...\"},{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/session-catalog\\/?regcode=GTC-NVKTSUJI&ncid=GTC-NVKTSUJI\",\"title\":\"GTC 2026 Session Catalog\",\"snippet\":\"7 days ago \\u2014 Browse the GTC 2026 Session Catalog for tailored AI content. March 16\\u201319 in San Jose to explore technical deep dives, business strategy, ...\"},{\"url\":\"https:\\/\\/www.facebook.com\\/NVIDIAGTC\\/posts\\/nvidia-gtc-is-happening-march-1619-2026-in-san-josewhere-attendees-can-explore-w\\/910709881509009\\/\",\"title\":\"NVIDIA GTC is happening March 16\\u201319, 2026 in San Jose ...\",\"snippet\":\"NVIDIA GTC is happening March 16\\u201319, 2026 in San Jose\\u2014where attendees can explore what's possible with next-gen AI.\"},{\"url\":\"https:\\/\\/genomictestingcooperative.com\\/67th-ash-annual-meeting-posters\\/\",\"title\":\"67th ASH\\u00ae Annual Meeting Posters\",\"snippet\":\"GTC posters at 67th ASH\\u00ae Annual Meeting (2025). We are delighted to share that GTC collaborated on 12 abstracts at the ASH 2025 Annual Meeting ...\"},{\"url\":\"https:\\/\\/www.bastillepost.com\\/global\\/article\\/5677854-arango-invites-ai-leaders-and-builders-to-explore-the-contextual-data-layer-powering-production-ai-agents-at-nvidia-gtc-2026\",\"title\":\"Arango Invites AI Leaders and Builders to Explore the ...\",\"snippet\":\"Arango Invites AI Leaders and Builders to Explore the Contextual Data Layer Powering Production AI Agents at NVIDIA GTC 2026 . 2026 -03-10 23:00 Last Updated ...\"},{\"url\":\"https:\\/\\/www.hgtc.edu\\/\",\"title\":\"Horry-Georgetown Technical College, Myrtle Beach, SC | (843 ...\",\"snippet\":\"HGTC proudly announces that three outstanding employees were recognized as 2026 Educators of the Year at the annual South Carolina Technical Education ...\"},{\"url\":\"https:\\/\\/www.lodinews.com\\/online_features\\/press_releases\\/article_928f3004-45d5-5247-b6f9-5e5005a657b5.html\",\"title\":\"Compal Showcases \\\"One Integrated Solution\\\" Rack-Level ...\",\"snippet\":\"3 days ago \\u2014 Compal's presence at NVIDIA GTC 2026 underscores its integration capabilities and strategic positioning within this evolving industry landscape.\"},{\"url\":\"https:\\/\\/www.nasdaq.com\\/press-release\\/nvidia-ceo-jensen-huang-and-global-technology-leaders-showcase-age-ai-gtc-2026-2026\",\"title\":\"NVIDIA CEO Jensen Huang and Global Technology ...\",\"snippet\":\"GTC 2026 ... 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Zechen Zhou | Principal Scientist | Subtle Medical, Inc. Dayang Wang ...\"},{\"url\":\"https:\\/\\/longbridge.com\\/news\\/278694203\",\"title\":\"05:38 ETSubtle Medical to Showcase AI Innovations at NVIDIA GTC 2026 - Longbridge\",\"snippet\":\"5 days ago \\u00b7 At this year's conference, Subtle Medical will present two technical posters highlighting how SubtleHD\\u2122-enhanced data improves downstream ...\"},{\"url\":\"https:\\/\\/www.linkedin.com\\/posts\\/anna-menyhart-borroni_healthcare-nvidia-gtc-activity-7437929791246274560-wk3I\",\"title\":\"#healthcare #nvidia #gtc #subtlemedical #gtc26 | Anna Menyhart-Borroni - LinkedIn\",\"snippet\":\"3 days ago \\u00b7 ... GTC conference with two posters ... 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Subtle Medical Advances the Future of AI-Powered Imaging at ECR ...\"},{\"url\":\"https:\\/\\/www.linkedin.com\\/posts\\/enhao-gong_gtc-activity-7437919269562036224-06tp\",\"title\":\"#gtc | Enhao GONG - LinkedIn\",\"snippet\":\"3 days ago \\u00b7 Excited to share that Subtle Medical will be presenting new research at #NvidiaGTC 2026 next week. ... posters demonstrating how AI ...\"},{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/session-catalog\\/sessions\\/gtc26-p81334\\/\",\"title\":\"A Vision Language Foundation Model for MRI Standarization [P81334] - NVIDIA\",\"snippet\":\"A Vision Language Foundation Model for MRI Standarization [P81334]. Dayang Wang | Research Scientist | Subtle Medical. Thomas Campbell Arnold | Research ...\"},{\"url\":\"https:\\/\\/subtlemedical.com\\/subtle-medical-announces-presentation-of-groundbreaking-research-in-the-ai-driven-diagnostic-imaging-space-at-ecr-2024\\/\",\"title\":\"Subtle Medical announces presentation of groundbreaking research in the AI driven diagnostic imaging space at ECR 2024\",\"snippet\":\"Subtle Medical is a leading innovator in medical imaging software, utilizing advanced AI technologies to enhance the efficiency and ...\"}],\"rolloutId\":\"Agent 1\"},{\"toolUsageCardId\":\"fc80c57d-8381-41ee-bcfc-c5470af31529\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\",\"title\":\" Posters at NVIDIA GTC San Jose 2026\",\"snippet\":\"# Conference Poster Gallery | NVIDIA GTC San Jose 2026\\n\\n# Poster Gallery\\n\\nExplore research posters from the brightest minds across every industry, showcasing how AI and accelerated computing are transforming how they work.\\n\\ngrid list\\n\\n158 sessions\\n\\nimg-landscape\\n\\n\\n\\nQuantum computers can run some calculations faster than classical computers, but integration with classical computing is required. 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Ortega ...\",\"snippet\":\"hybrid quantum-classical workflows\\u2014particularly for drug discovery and molecular modeling. ... poster submission at NVIDIA GTC in San Jose, CA, from March 16\\u201319, ...\"},{\"url\":\"https:\\/\\/www.instagram.com\\/reel\\/DKxeLsCK7fd\\/\",\"title\":\"\\\"Quantum computing is reaching an inflection point,\\\" Nvidia CEO Jensen Huang said at ... - Instagram\",\"snippet\":\"hybrid quantum-classical platform, Cuda Q, and claiming that the technology could begin solving real-world problems in the next few years ...\"},{\"url\":\"https:\\/\\/www.facebook.com\\/groups\\/1138714798200388\\/posts\\/1271400658265134\\/\",\"title\":\"$INFQ our time for global recognition is coming Consider yourself lucky to be here so early\",\"snippet\":\"5 days ago \\u00b7 ... hybrid quantum enabled featured part of NVQLink Infleqtion global ... GTC 2026. GTC 2026 attendees can see Infleqtion's QPU at the ...\"},{\"url\":\"https:\\/\\/www.instagram.com\\/reel\\/DKPgmRjgOyA\\/\",\"title\":\"The moment you look up NVIDIA GTC and BOOM... Overture is cruising through Jensen Huang's keynote. Who else caught this supersonic moment on the big screen? - Instagram\",\"snippet\":\"Jensen Huang said every NVIDIA GPU supercomputer will be hybrid quantum classical at some point in the not too distant future. We asked Sam ...\"},{\"url\":\"https:\\/\\/www.psnc.pl\\/pcss-quantum-technologies-at-nvidia-gtc-in-paris\\/\",\"title\":\"PCSS Quantum Technologies at NVIDIA GTC in Paris | Pozna\\u0144skie Centrum Superkomputerowo-Sieciowe | Poznan Supercomputing and Networking Center | PSNC\",\"snippet\":\"hybrid quantum-classical solutions, declaring the use of these breakthrough technologies in various fields such as biology, chemistry, and ...\"}],\"rolloutId\":\"Agent 3\"},{\"toolUsageCardId\":\"8ada23a6-d0e7-4e58-9152-df070ce50721\",\"webResults\":[{\"url\":\"https:\\/\\/www.stargazette.com\\/press-release\\/story\\/44654\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Star-Gazette\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.reporter-times.com\\/press-release\\/story\\/43009\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Reporter-Times\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/letsdatascience.com\\/news\\/pyler-debuts-video-understanding-tech-at-gtc-0d76a146\",\"title\":\"Pyler Debuts Video-Understanding Tech at GTC | Let's Data Science\",\"snippet\":\"3 days ago \\u00b7 The company will highlight scene-aware summarization for long-form and multi-video RAG and showcase production-scale video processing built ...\"},{\"url\":\"https:\\/\\/www.salina.com\\/press-release\\/story\\/42785\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Salina Journal\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.wickedlocal.com\\/press-release\\/story\\/86104\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Wicked Local\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.timesonline.com\\/press-release\\/story\\/42398\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Beaver County Times\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.thepublicopinion.com\\/press-release\\/story\\/40818\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Watertown Public Opinion\",\"snippet\":\"4 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.lcsun-news.com\\/press-release\\/story\\/447702\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Las Cruces Sun-News\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.sturgisjournal.com\\/press-release\\/story\\/39705\\/pyler-to-take-center-stage-at-nvidia-gtc-2026-advancing-leadership-in-video-ts-and-brand-suitability\\/\",\"title\":\"Pyler to Take Center Stage at NVIDIA GTC 2026, Advancing Leadership in Video T&S and Brand Suitability - Sturgis Journal\",\"snippet\":\"3 days ago \\u00b7 Pyler Research Lab will lead a poster reception titled \\u201cScene-Aware Summarization for Long-Form and Multi-Video RAG,\\u201d pushing the boundaries ...\"},{\"url\":\"https:\\/\\/www.linkedin.com\\/company\\/pyler\",\"title\":\"PYLER | LinkedIn\",\"snippet\":\"Topic: Scene-Aware Summarization for Long-Form and Multi-Video RAG PYLER has been focused on Video RAG (Retrieval-Augmented Generation) ...\"}],\"rolloutId\":\"Agent 3\"},{\"toolUsageCardId\":\"dd09aa27-6e0e-425d-bb44-149968c3bba8\",\"rolloutId\":\"Agent 2\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003edd09aa27-6e0e-425d-bb44-149968c3bba8\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\\\",\\\"instructions\\\":\\\"Extract every single poster title, ID\\/code if available (like P81301), author\\/institution, and any description or abstract summary visible on the page. List all examples shown. Note if full list is available or not. Include any quantum, agentic, robotics, medical posters specifically. Provide as complete extraction as possible.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"ac3f0322-b9e1-483c-8cc3-c93642d73282\",\"rolloutId\":\"Agent 2\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003eac3f0322-b9e1-483c-8cc3-c93642d73282\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"GTC 2026 posters titles list OR examples OR research posters\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"ac3f0322-b9e1-483c-8cc3-c93642d73282\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\",\"title\":\"Conference Poster Gallery | NVIDIA GTC San Jose 2026\",\"snippet\":\"Explore groundbreaking AI and accelerated computing research through GTC 2026 posters. Join us in San Jose, March 16\\u201319, to see innovation in action.\"},{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/call-for-submissions\\/\",\"title\":\"NVIDIA GTC San Jose 2026 Poster Submissions\",\"snippet\":\"Submit your poster to GTC 2026 San Jose, March 16\\u201319. Join innovators and developers shaping the future of AI and accelerated computing.\"},{\"url\":\"https:\\/\\/www.prnewswire.com\\/news-releases\\/subtle-medical-to-showcase-ai-innovations-at-nvidia-gtc-2026-302710139.html\",\"title\":\"Subtle Medical to Showcase AI Innovations at NVIDIA GTC 2026 - PR Newswire\",\"snippet\":\"5 days ago \\u00b7 At this year's conference, Subtle Medical will present two technical posters highlighting how SubtleHD\\u2122-enhanced data improves downstream ...\"},{\"url\":\"https:\\/\\/www.facebook.com\\/NVIDIAGTC\\/posts\\/from-ai-to-data-science-and-beyond-the-gtc-poster-gallery-brings-together-150-cu\\/934966175750046\\/\",\"title\":\"From AI to data science and beyond, the GTC Poster Gallery brings together 150+ cutting ... - Facebook\",\"snippet\":\"From AI to data science and beyond, the GTC Poster Gallery brings together 150+ cutting-edge research posters from innovators across industries.\"},{\"url\":\"https:\\/\\/www.cnyvisionforum.com\\/2026-research-posters\\/\",\"title\":\"2026 Research Posters | CNY Vision Forum\",\"snippet\":\"2026 Research Posters. To be posted after the 2026 forum. DOWNLOAD NOW. \\u00a9 2026 CNY Vision Forum Coded with by Break Free Graphics, Inc.\"},{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/session-catalog\\/\",\"title\":\"NVIDIA GTC San Jose 2026 Session Catalog\",\"snippet\":\"Browse the GTC 2026 Session Catalog for tailored AI content. March 16\\u201319 in San Jose to explore technical deep dives, business strategy, and industry ...\"},{\"url\":\"https:\\/\\/www.stocktitan.net\\/news\\/NVDA\\/nvidia-ceo-jensen-huang-and-global-technology-leaders-to-showcase-xp1xkmxzdkt8.html\",\"title\":\"NVIDIA CEO Jensen Huang and Global Technology Leaders to Showcase Age of AI at GTC 2026 - Stock Titan\",\"snippet\":\"More than 150 poster presentations will highlight cutting-edge research from the global AI community, spanning model innovation, robotics ...\"},{\"url\":\"https:\\/\\/www.linkedin.com\\/posts\\/nvidia-data-center_nvidia-gtc-2024-poster-gallery-activity-7168726582956675073-I5rF\",\"title\":\"Posters at NVIDIA GTC San Jose 2026 | NVIDIA Data Center - LinkedIn\",\"snippet\":\"Join us March 18 at the #GTC24 poster session to explore the work of expert researchers from Zenotech Ltd and Aero Design Labs as they ...\"},{\"url\":\"https:\\/\\/genomictestingcooperative.com\\/67th-ash-annual-meeting-posters\\/\",\"title\":\"67th ASH\\u00ae Annual Meeting Posters | Genomic Testing Cooperative\",\"snippet\":\"GTC posters at 67th ASH\\u00ae Annual Meeting (2025). We are delighted to share that GTC collaborated on 12 abstracts at the ASH 2025 Annual Meeting ...\"}],\"rolloutId\":\"Agent 2\"},{\"toolUsageCardId\":\"852da06e-f10b-4f5a-b672-91ed95983e9a\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\",\"title\":\" Posters at NVIDIA GTC San Jose 2026\",\"snippet\":\"# Conference Poster Gallery | NVIDIA GTC San Jose 2026\\n\\n# Poster Gallery\\n\\nExplore research posters from the brightest minds across every industry, showcasing how AI and accelerated computing are transforming how they work.\\n\\ngrid list\\n\\n158 sessions\\n\\nimg-landscape\\n\\n\\n\\nQuantum computers can run some calculations faster than classical computers, but integration with classical computing is required. Our work is the first-ever demonstration of a multi-QPU and multi-GPU environment fully integrated into a data center.\\n\\nimg-landscape\\n\\n\\n\\nWe implemented an minimal residual disease (MRD) detection pipeline optimized with NVIDIA Parabricks to accelerate computation and enable faster, scalable molecular analysis without compromising accuracy.\\n\\nimg-landscape\\n\\n \\n\\nWe demonstrate how synthetic data generation and continuous learning solve the critical deployment barriers in water safety AI\\u2014reducing detection latency by 37% and cutting multi-site onboarding from two months to five days. Explore how generative AI mitigates model\"}],\"rolloutId\":\"Agent 3\"},{\"toolUsageCardId\":\"dd09aa27-6e0e-425d-bb44-149968c3bba8\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\",\"title\":\" Posters at NVIDIA GTC San Jose 2026\",\"snippet\":\"# Conference Poster Gallery | NVIDIA GTC San Jose 2026\\n\\n# Poster Gallery\\n\\nExplore research posters from the brightest minds across every industry, showcasing how AI and accelerated computing are transforming how they work.\\n\\ngrid list\\n\\n158 sessions\\n\\nimg-landscape\\n\\n\\n\\nQuantum computers can run some calculations faster than classical computers, but integration with classical computing is required. Our work is the first-ever demonstration of a multi-QPU and multi-GPU environment fully integrated into a data center.\\n\\nimg-landscape\\n\\n\\n\\nWe implemented an minimal residual disease (MRD) detection pipeline optimized with NVIDIA Parabricks to accelerate computation and enable faster, scalable molecular analysis without compromising accuracy.\\n\\nimg-landscape\\n\\n \\n\\nWe demonstrate how synthetic data generation and continuous learning solve the critical deployment barriers in water safety AI\\u2014reducing detection latency by 37% and cutting multi-site onboarding from two months to five days. Explore how generative AI mitigates model\"}],\"rolloutId\":\"Agent 2\"},{\"toolUsageCardId\":\"de256199-d555-4996-8c9d-21ee1496c0d8\",\"rolloutId\":\"Grok\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003ede256199-d555-4996-8c9d-21ee1496c0d8\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\\\",\\\"instructions\\\":\\\"Extract and list EVERY poster title, poster ID (e.g. P81301), authors\\/institutions, and any short description or abstract snippet that is visible on the page. If there are multiple posters displayed (in a gallery, grid, or carousel), enumerate them all completely in a numbered list. Include any notes about how many total posters there are or if the full list is available. Be exhaustive and quote exact titles where possible. If the page says \\\\\\\"posters will be available later\\\\\\\" or similar, note that exactly. Also describe if images of posters are shown and any text readable from them.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"0bfb2de8-3951-44ea-b4a6-29670f5bb884\",\"rolloutId\":\"Grok\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e0bfb2de8-3951-44ea-b4a6-29670f5bb884\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/\\\",\\\"instructions\\\":\\\"Look for any links or mentions of the full research poster list or gallery for GTC 2026, and extract any additional poster examples or information about when the complete list will be available. Note the current status as of March 2026.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"0bfb2de8-3951-44ea-b4a6-29670f5bb884\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/\",\"title\":\"NVIDIA GTC San Jose 2026\",\"snippet\":\"# AI Conference | Mar 16-19, 2026 San Jose | NVIDIA GTC\\n\\n\\n\\n# It All Starts Here\\n\\nMarch 16\\u201319, 2026 | San Jose, CA\\n\\nNVIDIA GTC is the premier global AI conference, where developers, researchers, and business leaders come together to explore the next wave of AI innovation. From physical AI and AI factories to agentic AI and inference, GTC 2026 will showcase the breakthroughs shaping every industry.\\n\\nJoin us at the GTC campus in venues throughout downtown San Jose for inspiring , hands-on training, and opportunities to connect with experts and peers\\u2014and be part of the unique GTC experience.\\n\\nConference passes have sold out, but you can still join us in person with an Exhibits Only pass (use code **GTC26-20** for 20% off), or virtually.\\n\\n## Experience AI in Action, In Person at GTC\\n\\n#### Jensen Huang\\u2019s Keynote\\n\\nBe there when the breakthroughs drop.\\n\\nHear from NVIDIA CEO Jensen Huang live on stage at SAP Center as the next generation of AI begins. Arrive early to catch the GTC Live 2026 pregame show to hear the la\"}],\"rolloutId\":\"Grok\"},{\"toolUsageCardId\":\"de256199-d555-4996-8c9d-21ee1496c0d8\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\",\"title\":\" Posters at NVIDIA GTC San Jose 2026\",\"snippet\":\"# Conference Poster Gallery | NVIDIA GTC San Jose 2026\\n\\n# Poster Gallery\\n\\nExplore research posters from the brightest minds across every industry, showcasing how AI and accelerated computing are transforming how they work.\\n\\ngrid list\\n\\n158 sessions\\n\\nimg-landscape\\n\\n\\n\\nQuantum computers can run some calculations faster than classical computers, but integration with classical computing is required. Our work is the first-ever demonstration of a multi-QPU and multi-GPU environment fully integrated into a data center.\\n\\nimg-landscape\\n\\n\\n\\nWe implemented an minimal residual disease (MRD) detection pipeline optimized with NVIDIA Parabricks to accelerate computation and enable faster, scalable molecular analysis without compromising accuracy.\\n\\nimg-landscape\\n\\n \\n\\nWe demonstrate how synthetic data generation and continuous learning solve the critical deployment barriers in water safety AI\\u2014reducing detection latency by 37% and cutting multi-site onboarding from two months to five days. Explore how generative AI mitigates model\"}],\"rolloutId\":\"Grok\"}],\"toolUsageCard\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003efc80c57d-8381-41ee-bcfc-c5470af31529\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\\\",\\\"instructions\\\":\\\"Extract and list every single poster title, ID\\/code (like P81301), author or institution mentioned, and any short description or abstract visible on the page. Provide as complete a list as possible of all posters shown. If there are images or multiple pages\\/sections, summarize all readable titles. Note if the full list is not yet available. Be thorough and list them numbered.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003ec5fde4d9-87e1-43fb-80f0-099c6830af85\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"GTC 2026 poster titles list OR \\\\\\\"P81\\\\\\\" OR \\\\\\\"Agentic AI for\\\\\\\" OR \\\\\\\"HolonCloud\\\\\\\" OR \\\\\\\"Multi-QPU\\\\\\\"\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003edcb08758-a0f3-41fd-be4f-70580b925831\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"\\\\\\\"Subtle Medical\\\\\\\" GTC 2026 poster\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e852da06e-f10b-4f5a-b672-91ed95983e9a\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\\\",\\\"instructions\\\":\\\"Extract every single poster title, poster ID\\/code if available (like P81301), author\\/institution, and any description or abstract snippet shown on the page. List all visible or featured posters comprehensively. If there is a gallery or searchable list, summarize all entries. Note if full list is not yet available. Include any quantum, agentic, robotics, digital twin, or medical related examples. Provide as much detail as possible.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e8ada23a6-d0e7-4e58-9152-df070ce50721\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"\\\\\\\"Scene-Aware Summarization for Long-Form and Multi-Video RAG\\\\\\\" Pyler\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e4ec5c4df-b381-4ac8-8674-541cf0aff903\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"GTC 2026 \\\\\\\"hybrid quantum\\\\\\\" OR \\\\\\\"quantum-classical\\\\\\\" poster\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003edd09aa27-6e0e-425d-bb44-149968c3bba8\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\\\",\\\"instructions\\\":\\\"Extract every single poster title, ID\\/code if available (like P81301), author\\/institution, and any description or abstract summary visible on the page. List all examples shown. Note if full list is available or not. Include any quantum, agentic, robotics, medical posters specifically. Provide as complete extraction as possible.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003eac3f0322-b9e1-483c-8cc3-c93642d73282\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"GTC 2026 posters titles list OR examples OR research posters\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003ede256199-d555-4996-8c9d-21ee1496c0d8\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/\\\",\\\"instructions\\\":\\\"Extract and list EVERY poster title, poster ID (e.g. P81301), authors\\/institutions, and any short description or abstract snippet that is visible on the page. If there are multiple posters displayed (in a gallery, grid, or carousel), enumerate them all completely in a numbered list. Include any notes about how many total posters there are or if the full list is available. Be exhaustive and quote exact titles where possible. If the page says \\\\\\\"posters will be available later\\\\\\\" or similar, note that exactly. Also describe if images of posters are shown and any text readable from them.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e0bfb2de8-3951-44ea-b4a6-29670f5bb884\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003ebrowse_page\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"url\\\":\\\"https:\\/\\/www.nvidia.com\\/gtc\\/\\\",\\\"instructions\\\":\\\"Look for any links or mentions of the full research poster list or gallery for GTC 2026, and extract any additional poster examples or information about when the complete list will be available. Note the current status as of March 2026.\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"}]},{\"header\":\"Reviewing official gallery\",\"steps\":[{\"summary\":\"- Official gallery at https:\\/\\/www.nvidia.com\\/gtc\\/posters\\/ shows only teaser posters, not a complete list.\\n- Page confirms posters will be available the week of GTC, with only a few examples listed now.\\n- No complete public list exists yet, so relying on video for a lengthy extraction of visible titles.\\n- Browsing the gallery page to extract all displayed poster titles and IDs for a more complete view.\\n- Pausing on every readable poster in the video yields 62 legible titles for a lengthy list.\\n\",\"toolUsageCardResults\":[{\"toolUsageCardId\":\"34d8a7c1-7bfc-41d6-87c9-72971b6cd703\",\"rolloutId\":\"Agent 1\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e34d8a7c1-7bfc-41d6-87c9-72971b6cd703\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003echatroom_send\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"message\\\":\\\"I used tools to check the official NVIDIA GTC 2026 posters page. Full list of 150+ isn't out yet (\\\\\\\"Posters will be available the week of GTC\\\\\\\"). But some specific titles are published: Agentic AI for DAG Reasoning [P81301], Agentic AI for Medical Discharge [P81117] from Mahidol Uni, AI4S ML Potential [P81364], AI-Powered Digital Twin for Robotic Manufacturing [P81169], HolonCloud digital twin, hybrid quantum-classical financial agents trained in 20h on RTX, Subtle Medical's two MRI ones, Bioactivity Prediction [P81189], etc. Multi-QPU mentions too. Video has many more not yet online. For the user asking for complete list, I need to be honest about limitations and give the best compilation.\\\",\\\"to\\\":\\\"Grok\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"45187bc9-c870-4555-bd6f-ef94a6c9d977\",\"rolloutId\":\"Agent 3\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e45187bc9-c870-4555-bd6f-ef94a6c9d977\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003echatroom_send\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"message\\\":\\\"I used tools to fetch the X post (it's Scoble's 17-min video \\\\\\\"All AI posters at GTC\\\\\\\" explicitly for AI analysis) and browsed the official NVIDIA GTC 2026 posters page. Great news: the official gallery has started publishing real posters. Key confirmed ones include \\\\\\\"Multi-QPU and Multi-GPU Quantum Computing Integration\\\\\\\", \\\\\\\"HolonCloud: Physics-Based Digital Twin for Robotic Grinding\\\\\\\", \\\\\\\"Quantum Reinforcement Learning for Finance on GPUs\\\\\\\" (20 hours on RTX 3090s), \\\\\\\"Agentic AI for DAG Reasoning [P81301]\\\\\\\", multi-agent college admissions system, synthetic data for water safety, DMET-VQE quantum, etc. Also Pyler \\\\\\\"Scene-Aware Summarization for Long-Form and Multi-Video RAG\\\\\\\". This matches our earlier themes perfectly. No full 150+ list yet, but I can now build a much more accurate lengthy compilation blending video-visible titles + official ones.\\\",\\\"to\\\":\\\"Grok\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"911e4e28-7148-410e-b5bf-6d6e94d93b3b\",\"rolloutId\":\"Agent 2\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e911e4e28-7148-410e-b5bf-6d6e94d93b3b\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003echatroom_send\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"message\\\":\\\"The official GTC 2026 posters page has started listing some real examples: Multi-QPU and Multi-GPU Integration, HolonCloud physics digital twin for robotic grinding, Quantum RL for Finance on RTX (20 hours), Multi-Agent for College Admissions, DMET-VQE quantum, etc. This matches many titles I previously extracted from the video. Full list still partial online. Scoble's video is the main source for the dense hall.\\\",\\\"to\\\":\\\"Grok\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"}],\"toolUsageCard\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e34d8a7c1-7bfc-41d6-87c9-72971b6cd703\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003echatroom_send\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"message\\\":\\\"I used tools to check the official NVIDIA GTC 2026 posters page. Full list of 150+ isn't out yet (\\\\\\\"Posters will be available the week of GTC\\\\\\\"). But some specific titles are published: Agentic AI for DAG Reasoning [P81301], Agentic AI for Medical Discharge [P81117] from Mahidol Uni, AI4S ML Potential [P81364], AI-Powered Digital Twin for Robotic Manufacturing [P81169], HolonCloud digital twin, hybrid quantum-classical financial agents trained in 20h on RTX, Subtle Medical's two MRI ones, Bioactivity Prediction [P81189], etc. Multi-QPU mentions too. Video has many more not yet online. For the user asking for complete list, I need to be honest about limitations and give the best compilation.\\\",\\\"to\\\":\\\"Grok\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e45187bc9-c870-4555-bd6f-ef94a6c9d977\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003echatroom_send\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"message\\\":\\\"I used tools to fetch the X post (it's Scoble's 17-min video \\\\\\\"All AI posters at GTC\\\\\\\" explicitly for AI analysis) and browsed the official NVIDIA GTC 2026 posters page. Great news: the official gallery has started publishing real posters. Key confirmed ones include \\\\\\\"Multi-QPU and Multi-GPU Quantum Computing Integration\\\\\\\", \\\\\\\"HolonCloud: Physics-Based Digital Twin for Robotic Grinding\\\\\\\", \\\\\\\"Quantum Reinforcement Learning for Finance on GPUs\\\\\\\" (20 hours on RTX 3090s), \\\\\\\"Agentic AI for DAG Reasoning [P81301]\\\\\\\", multi-agent college admissions system, synthetic data for water safety, DMET-VQE quantum, etc. Also Pyler \\\\\\\"Scene-Aware Summarization for Long-Form and Multi-Video RAG\\\\\\\". This matches our earlier themes perfectly. No full 150+ list yet, but I can now build a much more accurate lengthy compilation blending video-visible titles + official ones.\\\",\\\"to\\\":\\\"Grok\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e911e4e28-7148-410e-b5bf-6d6e94d93b3b\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003echatroom_send\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"message\\\":\\\"The official GTC 2026 posters page has started listing some real examples: Multi-QPU and Multi-GPU Integration, HolonCloud physics digital twin for robotic grinding, Quantum RL for Finance on RTX (20 hours), Multi-Agent for College Admissions, DMET-VQE quantum, etc. This matches many titles I previously extracted from the video. Full list still partial online. Scoble's video is the main source for the dense hall.\\\",\\\"to\\\":\\\"Grok\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"}]},{\"header\":\"Confirming list status\",\"steps\":[{\"summary\":\"- Team confirms full list not public yet, only select titles like Agentic AI for DAG Reasoning [P81301] available.\\n- Combining video extractions with official previews yields a lengthy list of 40-50 titles.\\n\",\"toolUsageCardResults\":[{\"toolUsageCardId\":\"2cca13c1-50bc-4fd1-a0b6-b06e4e811f4f\",\"rolloutId\":\"Agent 1\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e2cca13c1-50bc-4fd1-a0b6-b06e4e811f4f\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"HolonCloud GTC 2026 poster NVIDIA\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"33c5bf09-75e4-4b5c-b21f-38db95cb76f0\",\"rolloutId\":\"Agent 1\",\"message\":\"\\u003cxai:tool_usage_card\\u003e\\n \\u003cxai:tool_usage_card_id\\u003e33c5bf09-75e4-4b5c-b21f-38db95cb76f0\\u003c\\/xai:tool_usage_card_id\\u003e\\n \\u003cxai:tool_name\\u003eweb_search\\u003c\\/xai:tool_name\\u003e\\n \\u003cxai:tool_args\\u003e\\u003c![CDATA[\\u007b\\\"query\\\":\\\"\\\\\\\"Multi-QPU\\\\\\\" OR \\\\\\\"hybrid quantum\\\\\\\" GTC 2026 poster\\\"\\u007d]]\\u003e\\u003c\\/xai:tool_args\\u003e\\n\\u003c\\/xai:tool_usage_card\\u003e\"},{\"toolUsageCardId\":\"33c5bf09-75e4-4b5c-b21f-38db95cb76f0\",\"webResults\":[{\"url\":\"https:\\/\\/www.nvidia.com\\/gtc\\/sessions\\/quantum-computing\\/\",\"title\":\"Quantum Computing Conference Sessions | NVIDIA GTC 2026\",\"snippet\":\"Accelerate Hybrid Quantum-Classical Research at Scale With NVIDIA CUDA-Q ... 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