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lg:text-web3-18 font-body">North</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">An enterprise-ready AI platform that powers modern workplace productivity</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/compass"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-blue-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Compass</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">An intelligent search and discovery system to surface business insights</p></div></a></li></ul></div><div class="xl:w-[284px]"><div class="relative group/image"><div class="relative h-[100px] lg:w-[284px]" tabindex="-1" aria-hidden="true"></div><img alt="" class="absolute top-0 h-[100px] w-full rounded-[8px] object-cover object-center transition-all duration-300 ease-in-out lg:w-[284px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/7a6847b6b18232d047c6774ce002f5de649e5f65-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=284 284w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/7a6847b6b18232d047c6774ce002f5de649e5f65-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568 568w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/7a6847b6b18232d047c6774ce002f5de649e5f65-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568" width="568" height="200"/><div class="px-4 blackOrWhite"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-3 mt-5 text-neutral-50">Generative Models</p><p class="text-web3-16 font-body relative text-neutral-50 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class="bg-quartz-100 text-black h-full min-h-cell-2xs max-h-cell-2xs truncate flex grow justify-between items-center transition-colors bg-clip-padding"><div class="z-10 w-full">NEW</div></div><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -ml-[0.5px] w-1 rounded-r-[2px] border-transparent"></span></div></span></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">High-performance models for agentic, multimodal, multilingual AI</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/transcribe"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-quartz-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Transcribe</p><span class="text-web3-7 uppercase font-eyebrow inline-block w-auto"><div class="h-full min-h-cell-2xs max-h-cell-2xs flex grow group/cell transition-all"><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -mr-[0.5px] w-1 rounded-l-[2px] border-transparent"></span><div class="bg-quartz-100 text-black h-full min-h-cell-2xs max-h-cell-2xs truncate flex grow justify-between items-center transition-colors bg-clip-padding"><div class="z-10 w-full">NEW</div></div><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -ml-[0.5px] w-1 rounded-r-[2px] border-transparent"></span></div></span></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">A speech recognition model for generating highly accurate audio transcripts</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/blog/north-mini-code"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-quartz-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">North Mini Code</p><span class="text-web3-7 uppercase font-eyebrow inline-block w-auto"><div class="h-full min-h-cell-2xs max-h-cell-2xs flex grow group/cell transition-all"><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -mr-[0.5px] w-1 rounded-l-[2px] border-transparent"></span><div class="bg-quartz-100 text-black h-full min-h-cell-2xs max-h-cell-2xs truncate flex grow justify-between items-center transition-colors bg-clip-padding"><div class="z-10 w-full">NEW</div></div><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -ml-[0.5px] w-1 rounded-r-[2px] border-transparent"></span></div></span></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">Agentic coding model, built for practical software engineering</p></div></a></li></ul></div><div class="xl:w-[284px]"><div class="relative group/image"><div class="relative h-[100px] lg:w-[284px]" tabindex="-1" aria-hidden="true"></div><img alt="" class="absolute top-0 h-[100px] w-full rounded-[8px] object-cover object-center transition-all duration-300 ease-in-out lg:w-[284px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/56eebe2418cc4ef32114faedafd4dec1e10426d9-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=284 284w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/56eebe2418cc4ef32114faedafd4dec1e10426d9-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568 568w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/56eebe2418cc4ef32114faedafd4dec1e10426d9-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568" width="568" height="200"/><div class="px-4 blackOrWhite"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-3 mt-5 text-neutral-50">Advanced Retrieval Models</p><p class="text-web3-16 font-body relative text-neutral-50 group-hover/image:text-inherit"></p></div></div><ul class="list-none px-2"><li class="group/image-list relative"><a class="relative bg-transparent" href="/embed"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-coral-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Embed</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">A leading multimodal search and retrieval tool</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/rerank"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-coral-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Rerank</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">A powerful model that provides a semantic boost to search quality</p></div></a></li></ul></div></div><div class="mt-[60px] flex w-full justify-end gap-x-10 border-t py-4 pr-1 border-neutral-80"><a class="group/bottom-row flex items-center gap-x-1.5" href="/customization"><p class="text-web3-14 font-body uppercase">Customization</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a><a class="group/bottom-row flex items-center gap-x-1.5" href="/pricing"><p class="text-web3-14 font-body uppercase">Pricing</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a><a class="group/bottom-row flex items-center gap-x-1.5" href="/models-overview"><p class="text-web3-14 font-body uppercase">Models Overview</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a></div></div></div></li><li class="group/listItem pointer-events-auto"><a class="relative pointer-events-none" href="/"><p class="text-web3-14 font-body">Solutions</p><div class="relative"><div tabindex="-1" aria-hidden="true" class="absolute mt-0.5 h-[1px] w-0 bg-gradient-to-r transition-[width] from-coral-500 via-violet-500 to-blue-500"></div></div></a><div class="absolute left-1/2 top-[calc(100%+5px)] -translate-x-1/2 transform transition-all duration-300 ease-in-out -translate-y-2 opacity-0 pointer-events-none rounded-[16px] group-hover/listItem:pointer-events-auto border border-neutral-90 bg-pureWhite"><div class="pointer-event-auto absolute -top-11 left-1/2 h-[calc(100%+44px)] w-[200%] max-w-[948px] -translate-x-1/2"></div><div class="relative px-6 pt-4"><div class="mb-10 flex gap-x-6"><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Industries</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/technology"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Technology</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/financial-services"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Financial Services</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/healthcare-and-life-sciences"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Healthcare and Life Sciences</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/manufacturing"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Manufacturing</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/energy-and-utilities"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Energy and Utilities</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/public-sector"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Public Sector</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/telecommunications"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Telecommunications</p></div></a></li></ul></div><a class="group/fullImage relative h-[288px] overflow-hidden rounded-[8px] lg:w-[288px]" href="/solutions/model-vault"><img alt="" class="aspect-square h-[288px] w-full object-cover object-center transition-all duration-300 ease-in-out group-hover/fullImage:scale-[1.2] lg:w-[288px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/576565d3fd7ed8946389af7b03c5d38a0b652b4e-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=288 288w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/576565d3fd7ed8946389af7b03c5d38a0b652b4e-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576 576w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/576565d3fd7ed8946389af7b03c5d38a0b652b4e-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576" width="576" height="576"/><div tabindex="-1" class="absolute bottom-0 h-[137px] w-full rounded-sm object-cover opacity-100 transition-all duration-500 ease-in-out" style="background:linear-gradient(180deg, rgba(243, 227, 245, 0.00) 3.88%, #000000 56.2%)"></div><div class="absolute bottom-4 px-4 text-pureWhite"><span class="group/fullImage mb-2 flex items-center gap-x-1"><p class="text-web3-16 lg:text-web3-18 font-body">Model Vault</p><i class="icon-default icon-arrow-right text-icon-md transition-transform group-hover/fullImage:translate-x-1"></i></span><p class="text-web3-14 font-body">Your dedicated, secure model inference platform — managed by Cohere</p></div></a></div><div class="mt-[60px] flex w-full justify-end gap-x-10 border-t py-4 pr-1 border-neutral-80"><a class="group/bottom-row flex items-center gap-x-1.5" href="/security"><p class="text-web3-14 font-body uppercase">Security</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a><a class="group/bottom-row flex items-center gap-x-1.5" href="/private-deployments"><p class="text-web3-14 font-body uppercase">Private Deployments</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a></div></div></div></li><li class="group/listItem pointer-events-auto"><a class="relative pointer-events-none" href="/"><p class="text-web3-14 font-body">Research</p><div class="relative"><div tabindex="-1" aria-hidden="true" class="absolute mt-0.5 h-[1px] w-0 bg-gradient-to-r transition-[width] from-coral-500 via-violet-500 to-blue-500"></div></div></a><div class="absolute left-1/2 top-[calc(100%+5px)] -translate-x-1/2 transform transition-all duration-300 ease-in-out -translate-y-2 opacity-0 pointer-events-none rounded-[16px] group-hover/listItem:pointer-events-auto border border-neutral-90 bg-pureWhite"><div class="pointer-event-auto absolute -top-11 left-1/2 h-[calc(100%+44px)] w-[200%] max-w-[948px] -translate-x-1/2"></div><div class="relative px-6 pt-4"><div class="mb-10 flex gap-x-6"><a class="group/fullImage relative h-[288px] overflow-hidden rounded-[8px] lg:w-[288px]" href="/research"><img alt="" class="aspect-square h-[288px] w-full object-cover object-center transition-all duration-300 ease-in-out group-hover/fullImage:scale-[1.2] lg:w-[288px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c0c46b9c5008a6c82db0cf1c2acf23bf7dab0044-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=288 288w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c0c46b9c5008a6c82db0cf1c2acf23bf7dab0044-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576 576w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c0c46b9c5008a6c82db0cf1c2acf23bf7dab0044-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576" width="576" height="576"/><div tabindex="-1" class="absolute bottom-0 h-[137px] w-full rounded-sm object-cover opacity-100 transition-all duration-500 ease-in-out" style="background:linear-gradient(180deg, rgba(243, 227, 245, 0.00) 3.88%, #152455 56.2%)"></div><div class="absolute bottom-4 px-4 text-pureWhite"><span class="group/fullImage mb-2 flex items-center gap-x-1"><p class="text-web3-16 lg:text-web3-18 font-body">Cohere Labs</p><i class="icon-default icon-arrow-right text-icon-md transition-transform group-hover/fullImage:translate-x-1"></i></span><p class="text-web3-14 font-body">Cohere&#x27;s research lab that seeks to solve complex ML problems</p></div></a><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Model</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/aya"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Aya</p></div></a></li><li class="relative mt-4"><span class="text-web3-14-eyebrow uppercase font-eyebrow text-neutral-50">RESOURCES</span></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/papers"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Papers</p></div></a></li><li class="group/link-list relative"><a href="https://www.youtube.com/playlist?list=PLLalUvky4CLJKDaiWCumhsJpHNDhZeVll" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Videos</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/blog/tag/research"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Blog</p></div></a></li></ul></div><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Initiatives</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/open-science"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Open Science Community</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/scholars-program"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Scholars Program</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/grants"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Catalyst Grant Program</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/globalmmlu"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Global MMLU</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/lmarena"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">The Leaderboard Illusion</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/events?eventTypes=research"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Events</p></div></a></li></ul></div></div></div></div></li><li class="group/listItem pointer-events-auto"><a class="relative pointer-events-none" href="/"><p class="text-web3-14 font-body">Resources</p><div class="relative"><div tabindex="-1" aria-hidden="true" class="absolute mt-0.5 h-[1px] w-0 bg-gradient-to-r transition-[width] from-coral-500 via-violet-500 to-blue-500"></div></div></a><div class="absolute left-1/2 top-[calc(100%+5px)] -translate-x-1/2 transform transition-all duration-300 ease-in-out -translate-y-2 opacity-0 pointer-events-none rounded-[16px] group-hover/listItem:pointer-events-auto border border-neutral-90 bg-pureWhite"><div class="pointer-event-auto absolute -top-11 left-1/2 h-[calc(100%+44px)] w-[200%] max-w-[948px] -translate-x-1/2"></div><div class="relative px-6 pt-4"><div class="mb-10 flex gap-x-6"><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Resources</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/blog"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Blog</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/developers"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Developers</p></div></a></li><li class="group/link-list relative"><a href="https://docs.cohere.com/" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Docs</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/total-cost-of-ai-ownership"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Total Cost of AI Ownership</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/llmu"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">LLM University</p></div></a></li><li class="group/link-list relative"><a href="https://docs.cohere.com/page/cookbooks" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Cookbooks</p></div></a></li></ul></div><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Community</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a href="https://discord.com/invite/co-mmunity" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Discord</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/events"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Events</p></div></a></li><li class="group/link-list relative"><a href="https://events.cohere.com/on-demand/" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">On-Demand Events</p></div></a></li><li class="group/link-list relative"><a href="http://shop.cohere.com/" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Merch Store</p></div></a></li></ul></div><a class="group/fullImage relative h-[288px] overflow-hidden rounded-[8px] lg:w-[288px]" href="/customer-stories"><img alt="" class="aspect-square h-[288px] w-full object-cover object-center transition-all duration-300 ease-in-out group-hover/fullImage:scale-[1.2] lg:w-[288px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/59fde454e2ea82b26d068438e4344a7e8e090ac5-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=288 288w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/59fde454e2ea82b26d068438e4344a7e8e090ac5-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576 576w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/59fde454e2ea82b26d068438e4344a7e8e090ac5-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576" width="576" height="576"/><div tabindex="-1" class="absolute bottom-0 h-[137px] w-full rounded-sm object-cover opacity-100 transition-all duration-500 ease-in-out" style="background:linear-gradient(180deg, rgba(243, 227, 245, 0.00) 3.88%, #353535 56.2%)"></div><div class="absolute bottom-4 px-4 text-pureWhite"><span class="group/fullImage mb-2 flex items-center gap-x-1"><p class="text-web3-16 lg:text-web3-18 font-body">Customer Stories</p><i class="icon-default icon-arrow-right text-icon-md transition-transform group-hover/fullImage:translate-x-1"></i></span><p class="text-web3-14 font-body">Explore enterprise AI case studies and success stories</p></div></a></div></div></div></li><li class="group/listItem pointer-events-auto"><a class="relative pointer-events-none" href="/"><p class="text-web3-14 font-body">Company</p><div class="relative"><div tabindex="-1" aria-hidden="true" class="absolute mt-0.5 h-[1px] w-0 bg-gradient-to-r transition-[width] from-coral-500 via-violet-500 to-blue-500"></div></div></a><div class="absolute left-1/2 top-[calc(100%+5px)] -translate-x-1/2 transform transition-all duration-300 ease-in-out -translate-y-2 opacity-0 pointer-events-none rounded-[16px] group-hover/listItem:pointer-events-auto border border-neutral-90 bg-pureWhite"><div class="pointer-event-auto absolute -top-11 left-1/2 h-[calc(100%+44px)] w-[200%] max-w-[948px] -translate-x-1/2"></div><div class="relative px-6 pt-4"><div class="mb-10 flex gap-x-6"><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Company</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/about"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">About</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/careers"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Careers</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/newsroom"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Newsroom</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/partners"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Partners</p></div></a></li></ul></div></div></div></div></li></ul><div class="ml-auto flex flex-1 items-center justify-end gap-x-4 xl:gap-x-6"><div class="hidden items-center gap-x-4 sm:flex xl:gap-x-6"><div class="hidden [@media(min-width:918px)]:inline-block"><a href="https://dashboard.cohere.com/welcome/login" class="group/CTA relative whitespace-nowrap" rel="noopener noreferrer" target="_blank"><p class="text-web3-14 font-body">Sign in</p><div class="relative"><div tabindex="-1" aria-hidden="true" class="absolute mt-0.5 h-[1px] w-0 bg-gradient-to-r transition-[width] group-hover/CTA:w-full from-coral-500 via-violet-500 to-blue-500"></div></div></a></div><div class="group relative z-10 inline-block" style="width:inherit"><a target="_self" tabindex="0" aria-disabled="false" class="!w-full whitespace-nowrap sm:!w-fit relative flex w-fit items-center justify-center transition-all duration-300 ease-button-gradient cursor-pointer bg-neutral-15 text-pureWhite web3-primary-solid-btn rounded-full px-4 py-3 border-2 border-transparent focus-visible:border-white focus-visible:shadow-[0_0_0_2px_#4C6EE6] focus-visible:outline-none [&amp;&gt;*]:text-web3-14 outline-none" href="/contact-sales"><span class="text-web3-14 font-body">Contact us</span></a></div></div><button class="flex h-[21px] w-8 items-center justify-center lg:hidden"><img src="/nav_icon.svg" class="h-[21px] w-8" alt="hamburger menu icon"/></button></div><div class="absolute hidden overflow-y-scroll right-4 top-[calc(100%+10px)] px-4 pb-9 pt-5 rounded-[16px] border sm:rounded-t-[16px] lg:hidden w-[calc(100%-32px)] sm:max-h-[80vh] sm:w-full sm:max-w-[358px] border-neutral-90 bg-pureWhite max-h-[90vh]"><div class="relative mb-10 h-full [@media(min-width:918px)]:mb-0"><ul class="w-full relative bg-pureWhite"><li class="w-full border-b py-4 border-neutral-80"><details class="group w-full"><summary class="no-marker space-between flex w-full cursor-pointer list-none items-center"><div class="flex-1"><div class="flex items-center"><div tabindex="-1" aria-hidden="true" class="mr-[10px] h-[10px] w-0 rounded-full bg-coral-500 opacity-0 transition-[width_opacity] group-open:w-[10px] group-open:opacity-100"></div><p class="text-web3-20 lg:text-web3-24 font-body">Products</p></div></div><i class="icon-default icon-arrow-down text-[20px] transition duration-300 ease-in-out -rotate-90 group-open:rotate-0 text-neutral-70"></i></summary><div class="mt-5 w-full motion-safe:animate-[fadeInDown_0.2s]"><div class="mt-6 flex flex-col gap-y-7"><a class="group/drawer-title -mb-2 flex items-center gap-x-2 lg:mb-auto" href="/products"><p class="text-web3-16 lg:text-web3-18 font-body">Products<!-- --> <!-- -->overview</p><i class="icon-default icon-arrow-right mt-0.5 transition-transform group-hover/drawer-title:translate-x-1"></i></a><div class="xl:w-[284px]"><div class="relative group/image"><div class="relative h-[100px] lg:w-[284px]" tabindex="-1" aria-hidden="true"></div><img alt="" class="absolute top-0 h-[100px] w-full rounded-[8px] object-cover object-center transition-all duration-300 ease-in-out lg:w-[284px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/cff6f2e06a77c8723d28e42433a1ba082ef40f2d-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=284 284w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/cff6f2e06a77c8723d28e42433a1ba082ef40f2d-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568 568w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/cff6f2e06a77c8723d28e42433a1ba082ef40f2d-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568" width="568" height="200"/><div class="px-4 blackOrWhite"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-3 mt-5 text-neutral-50">Workplace Systems</p><p class="text-web3-16 font-body relative text-neutral-50 group-hover/image:text-inherit"></p></div></div><ul class="list-none px-2"><li class="group/image-list relative"><a class="relative bg-transparent" href="/north"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-blue-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">North</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">An enterprise-ready AI platform that powers modern workplace productivity</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/compass"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-blue-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Compass</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">An intelligent search and discovery system to surface business insights</p></div></a></li></ul></div><div class="xl:w-[284px]"><div class="relative group/image"><div class="relative h-[100px] lg:w-[284px]" tabindex="-1" aria-hidden="true"></div><img alt="" class="absolute top-0 h-[100px] w-full rounded-[8px] object-cover object-center transition-all duration-300 ease-in-out lg:w-[284px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/7a6847b6b18232d047c6774ce002f5de649e5f65-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=284 284w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/7a6847b6b18232d047c6774ce002f5de649e5f65-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568 568w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/7a6847b6b18232d047c6774ce002f5de649e5f65-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568" width="568" height="200"/><div class="px-4 blackOrWhite"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-3 mt-5 text-neutral-50">Generative Models</p><p class="text-web3-16 font-body relative text-neutral-50 group-hover/image:text-inherit"></p></div></div><ul class="list-none px-2"><li class="group/image-list relative"><a class="relative bg-transparent" href="/command"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-quartz-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Command</p><span class="text-web3-7 uppercase font-eyebrow inline-block w-auto"><div class="h-full min-h-cell-2xs max-h-cell-2xs flex grow group/cell transition-all"><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -mr-[0.5px] w-1 rounded-l-[2px] border-transparent"></span><div class="bg-quartz-100 text-black h-full min-h-cell-2xs max-h-cell-2xs truncate flex grow justify-between items-center transition-colors bg-clip-padding"><div class="z-10 w-full">NEW</div></div><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -ml-[0.5px] w-1 rounded-r-[2px] border-transparent"></span></div></span></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">High-performance models for agentic, multimodal, multilingual AI</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/transcribe"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-quartz-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Transcribe</p><span class="text-web3-7 uppercase font-eyebrow inline-block w-auto"><div class="h-full min-h-cell-2xs max-h-cell-2xs flex grow group/cell transition-all"><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -mr-[0.5px] w-1 rounded-l-[2px] border-transparent"></span><div class="bg-quartz-100 text-black h-full min-h-cell-2xs max-h-cell-2xs truncate flex grow justify-between items-center transition-colors bg-clip-padding"><div class="z-10 w-full">NEW</div></div><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -ml-[0.5px] w-1 rounded-r-[2px] border-transparent"></span></div></span></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">A speech recognition model for generating highly accurate audio transcripts</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/blog/north-mini-code"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-quartz-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">North Mini Code</p><span class="text-web3-7 uppercase font-eyebrow inline-block w-auto"><div class="h-full min-h-cell-2xs max-h-cell-2xs flex grow group/cell transition-all"><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -mr-[0.5px] w-1 rounded-l-[2px] border-transparent"></span><div class="bg-quartz-100 text-black h-full min-h-cell-2xs max-h-cell-2xs truncate flex grow justify-between items-center transition-colors bg-clip-padding"><div class="z-10 w-full">NEW</div></div><span class="bg-quartz-100 h-full min-h-cell-2xs max-h-cell-2xs transition-all bg-clip-padding origin-top-right -ml-[0.5px] w-1 rounded-r-[2px] border-transparent"></span></div></span></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">Agentic coding model, built for practical software engineering</p></div></a></li></ul></div><div class="xl:w-[284px]"><div class="relative group/image"><div class="relative h-[100px] lg:w-[284px]" tabindex="-1" aria-hidden="true"></div><img alt="" class="absolute top-0 h-[100px] w-full rounded-[8px] object-cover object-center transition-all duration-300 ease-in-out lg:w-[284px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/56eebe2418cc4ef32114faedafd4dec1e10426d9-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=284 284w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/56eebe2418cc4ef32114faedafd4dec1e10426d9-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568 568w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/56eebe2418cc4ef32114faedafd4dec1e10426d9-568x200.webp?auto=format&amp;fit=max&amp;q=80&amp;w=568" width="568" height="200"/><div class="px-4 blackOrWhite"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-3 mt-5 text-neutral-50">Advanced Retrieval Models</p><p class="text-web3-16 font-body relative text-neutral-50 group-hover/image:text-inherit"></p></div></div><ul class="list-none px-2"><li class="group/image-list relative"><a class="relative bg-transparent" href="/embed"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-coral-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Embed</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">A leading multimodal search and retrieval tool</p></div></a></li><li class="group/image-list relative"><a class="relative bg-transparent" href="/rerank"><div class="relative px-2"><div tabindex="-1" class="absolute -left-2 -top-4 h-[calc(100%+32px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/image-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><span class="relative mt-8 flex items-center lg:mt-10"><div tabindex="-1" class="mr-[10px] h-[10px] w-[10px] rounded-full bg-coral-500"></div><div class="flex items-center gap-1"><p class="text-web3-16 lg:text-web3-18 font-body">Rerank</p></div></span><p class="text-web3-14 font-body relative mt-3 min-h-[2lh] text-neutral-50">A powerful model that provides a semantic boost to search quality</p></div></a></li></ul></div><div class="flex w-full flex-col justify-end gap-y-6 border-t pb-2 pl-2 pt-5 border-neutral-80"><a class="group/bottom-row flex items-center gap-x-1.5" href="/customization"><p class="text-web3-14 font-body uppercase">Customization</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a><a class="group/bottom-row flex items-center gap-x-1.5" href="/pricing"><p class="text-web3-14 font-body uppercase">Pricing</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a><a class="group/bottom-row flex items-center gap-x-1.5" href="/models-overview"><p class="text-web3-14 font-body uppercase">Models Overview</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a></div></div></div></details></li><li class="w-full border-b py-4 border-neutral-80"><details class="group w-full"><summary class="no-marker space-between flex w-full cursor-pointer list-none items-center"><div class="flex-1"><div class="flex items-center"><div tabindex="-1" aria-hidden="true" class="mr-[10px] h-[10px] w-0 rounded-full bg-coral-500 opacity-0 transition-[width_opacity] group-open:w-[10px] group-open:opacity-100"></div><p class="text-web3-20 lg:text-web3-24 font-body">Solutions</p></div></div><i class="icon-default icon-arrow-down text-[20px] transition duration-300 ease-in-out -rotate-90 group-open:rotate-0 text-neutral-70"></i></summary><div class="mt-5 w-full motion-safe:animate-[fadeInDown_0.2s]"><div class="mt-6 flex flex-col gap-y-7"><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Industries</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/technology"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Technology</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/financial-services"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Financial Services</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/healthcare-and-life-sciences"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Healthcare and Life Sciences</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/manufacturing"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Manufacturing</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/energy-and-utilities"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Energy and Utilities</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/public-sector"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Public Sector</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/solutions/telecommunications"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Telecommunications</p></div></a></li></ul></div><a class="group/fullImage relative h-[288px] overflow-hidden rounded-[8px] lg:w-[288px]" href="/solutions/model-vault"><img alt="" class="aspect-square h-[288px] w-full object-cover object-center transition-all duration-300 ease-in-out group-hover/fullImage:scale-[1.2] lg:w-[288px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/576565d3fd7ed8946389af7b03c5d38a0b652b4e-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=288 288w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/576565d3fd7ed8946389af7b03c5d38a0b652b4e-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576 576w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/576565d3fd7ed8946389af7b03c5d38a0b652b4e-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576" width="576" height="576"/><div tabindex="-1" class="absolute bottom-0 h-[137px] w-full rounded-sm object-cover opacity-100 transition-all duration-500 ease-in-out" style="background:linear-gradient(180deg, rgba(243, 227, 245, 0.00) 3.88%, #000000 56.2%)"></div><div class="absolute bottom-4 px-4 text-pureWhite"><span class="group/fullImage mb-2 flex items-center gap-x-1"><p class="text-web3-16 lg:text-web3-18 font-body">Model Vault</p><i class="icon-default icon-arrow-right text-icon-md transition-transform group-hover/fullImage:translate-x-1"></i></span><p class="text-web3-14 font-body">Your dedicated, secure model inference platform — managed by Cohere</p></div></a><div class="flex w-full flex-col justify-end gap-y-6 border-t pb-2 pl-2 pt-5 border-neutral-80"><a class="group/bottom-row flex items-center gap-x-1.5" href="/security"><p class="text-web3-14 font-body uppercase">Security</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a><a class="group/bottom-row flex items-center gap-x-1.5" href="/private-deployments"><p class="text-web3-14 font-body uppercase">Private Deployments</p><i class="icon-default icon-arrow-right text-icon-sm transition-transform group-hover/bottom-row:translate-x-1"></i></a></div></div></div></details></li><li class="w-full border-b py-4 border-neutral-80"><details class="group w-full"><summary class="no-marker space-between flex w-full cursor-pointer list-none items-center"><div class="flex-1"><div class="flex items-center"><div tabindex="-1" aria-hidden="true" class="mr-[10px] h-[10px] w-0 rounded-full bg-coral-500 opacity-0 transition-[width_opacity] group-open:w-[10px] group-open:opacity-100"></div><p class="text-web3-20 lg:text-web3-24 font-body">Research</p></div></div><i class="icon-default icon-arrow-down text-[20px] transition duration-300 ease-in-out -rotate-90 group-open:rotate-0 text-neutral-70"></i></summary><div class="mt-5 w-full motion-safe:animate-[fadeInDown_0.2s]"><div class="mt-6 flex flex-col gap-y-7"><a class="group/fullImage relative h-[288px] overflow-hidden rounded-[8px] lg:w-[288px]" href="/research"><img alt="" class="aspect-square h-[288px] w-full object-cover object-center transition-all duration-300 ease-in-out group-hover/fullImage:scale-[1.2] lg:w-[288px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c0c46b9c5008a6c82db0cf1c2acf23bf7dab0044-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=288 288w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c0c46b9c5008a6c82db0cf1c2acf23bf7dab0044-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576 576w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c0c46b9c5008a6c82db0cf1c2acf23bf7dab0044-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576" width="576" height="576"/><div tabindex="-1" class="absolute bottom-0 h-[137px] w-full rounded-sm object-cover opacity-100 transition-all duration-500 ease-in-out" style="background:linear-gradient(180deg, rgba(243, 227, 245, 0.00) 3.88%, #152455 56.2%)"></div><div class="absolute bottom-4 px-4 text-pureWhite"><span class="group/fullImage mb-2 flex items-center gap-x-1"><p class="text-web3-16 lg:text-web3-18 font-body">Cohere Labs</p><i class="icon-default icon-arrow-right text-icon-md transition-transform group-hover/fullImage:translate-x-1"></i></span><p class="text-web3-14 font-body">Cohere&#x27;s research lab that seeks to solve complex ML problems</p></div></a><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Model</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/aya"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Aya</p></div></a></li><li class="relative mt-4"><span class="text-web3-14-eyebrow uppercase font-eyebrow text-neutral-50">RESOURCES</span></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/papers"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Papers</p></div></a></li><li class="group/link-list relative"><a href="https://www.youtube.com/playlist?list=PLLalUvky4CLJKDaiWCumhsJpHNDhZeVll" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Videos</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/blog/tag/research"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Blog</p></div></a></li></ul></div><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Initiatives</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/open-science"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Open Science Community</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/scholars-program"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Scholars Program</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/grants"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Catalyst Grant Program</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/globalmmlu"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Global MMLU</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/research/lmarena"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">The Leaderboard Illusion</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/events?eventTypes=research"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Events</p></div></a></li></ul></div></div></div></details></li><li class="w-full border-b py-4 border-neutral-80"><details class="group w-full"><summary class="no-marker space-between flex w-full cursor-pointer list-none items-center"><div class="flex-1"><div class="flex items-center"><div tabindex="-1" aria-hidden="true" class="mr-[10px] h-[10px] w-0 rounded-full bg-coral-500 opacity-0 transition-[width_opacity] group-open:w-[10px] group-open:opacity-100"></div><p class="text-web3-20 lg:text-web3-24 font-body">Resources</p></div></div><i class="icon-default icon-arrow-down text-[20px] transition duration-300 ease-in-out -rotate-90 group-open:rotate-0 text-neutral-70"></i></summary><div class="mt-5 w-full motion-safe:animate-[fadeInDown_0.2s]"><div class="mt-6 flex flex-col gap-y-7"><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Resources</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a class="relative bg-transparent" href="/blog"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Blog</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/developers"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Developers</p></div></a></li><li class="group/link-list relative"><a href="https://docs.cohere.com/" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Docs</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/total-cost-of-ai-ownership"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Total Cost of AI Ownership</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/llmu"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">LLM University</p></div></a></li><li class="group/link-list relative"><a href="https://docs.cohere.com/page/cookbooks" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Cookbooks</p></div></a></li></ul></div><div class="lg:w-[267px]"><p class="text-web3-14-eyebrow uppercase font-eyebrow relative mb-4 text-neutral-50">Community</p><ul class="flex list-none flex-col gap-y-4"><li class="group/link-list relative"><a href="https://discord.com/invite/co-mmunity" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Discord</p></div></a></li><li class="group/link-list relative"><a class="relative bg-transparent" href="/events"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Events</p></div></a></li><li class="group/link-list relative"><a href="https://events.cohere.com/on-demand/" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">On-Demand Events</p></div></a></li><li class="group/link-list relative"><a href="http://shop.cohere.com/" class="relative bg-transparent" rel="noopener noreferrer" target="_blank"><div class="relative"><div tabindex="-1" class="absolute -left-2 -top-2 h-[calc(100%+16px)] w-[calc(100%+16px)] rounded opacity-0 transition-opacity duration-300 ease-in-out group-hover/link-list:opacity-100 bg-neutral-90 bg-opacity-90"></div><p class="text-web3-16 lg:text-web3-18 font-body relative">Merch Store</p></div></a></li></ul></div><a class="group/fullImage relative h-[288px] overflow-hidden rounded-[8px] lg:w-[288px]" href="/customer-stories"><img alt="" class="aspect-square h-[288px] w-full object-cover object-center transition-all duration-300 ease-in-out group-hover/fullImage:scale-[1.2] lg:w-[288px]" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/59fde454e2ea82b26d068438e4344a7e8e090ac5-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=288 288w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/59fde454e2ea82b26d068438e4344a7e8e090ac5-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576 576w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/59fde454e2ea82b26d068438e4344a7e8e090ac5-576x576.png?auto=format&amp;fit=max&amp;q=100&amp;w=576" width="576" height="576"/><div tabindex="-1" class="absolute bottom-0 h-[137px] w-full rounded-sm object-cover opacity-100 transition-all duration-500 ease-in-out" style="background:linear-gradient(180deg, rgba(243, 227, 245, 0.00) 3.88%, #353535 56.2%)"></div><div class="absolute bottom-4 px-4 text-pureWhite"><span class="group/fullImage mb-2 flex items-center gap-x-1"><p class="text-web3-16 lg:text-web3-18 font-body">Customer Stories</p><i class="icon-default icon-arrow-right text-icon-md transition-transform 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lg:px-10 pt-28 md:pt-40 pb-12 md:pb-20 text-black"><div class="relative z-content max-w-web3-full-screen mx-auto w-full max-w-web3-internal-wrapper h-full"><div class="absolute z-20 hidden md:-top-24 md:block xl:top-16"></div><div class="flex h-full md:gap-x-10 justify-center lg:gap-x-32 flex-col md:flex-row" style="align-items:center"><div class="w-full mb-10 md:mb-14 md:w-1/2 [&amp;&gt;div]:lg:max-w-[550px] [&amp;&gt;div]:md:mr-auto" style="justify-content:center"><div class="text-left max-w-[350px] sm:max-w-full"><div class="motion-safe:opacity-0"><p class="text-web3-14-eyebrow uppercase font-eyebrow mb-3">CATALYST GRANT PROGRAM</p><div class="mb-4 break-words 2xl:max-w-[1880px] md:max-w-[1128px] lg:max-w-[1112px] [&amp;_p_a]:!inline portable-text-breaks"><h2 class="text-web3-32-heading lg:text-web3-60 font-body-web2">Build real-world impact with AI</h2></div></div><div><div class="mx-auto flex motion-safe:opacity-0 justify-start"><div class="break-words mb-6 lg:mb-10 lg:w-[555px] [&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">Cohere Labs’ Catalyst Grants enable academic partners, civic and public impact organizations to access Cohere&#x27;s models through the Cohere API.</p></div></div><div class="flex flex-col items-start gap-4 motion-safe:opacity-0 sm:flex-row sm:items-center justify-start"><div class="group relative z-10 inline-block" style="width:inherit"><a target="_self" tabindex="0" aria-disabled="false" class="relative flex w-fit items-center justify-center transition-all duration-300 ease-button-gradient cursor-pointer bg-neutral-15 text-pureWhite web3-primary-solid-btn rounded-full px-6 py-3 border-2 border-transparent focus-visible:border-white focus-visible:shadow-[0_0_0_2px_#4C6EE6] focus-visible:outline-none [&amp;&gt;*]:text-web3-18 outline-none" href="https://cohere.com/research/grants/application"><span class="text-web3-16 lg:text-web3-18 font-body">Apply now</span></a></div></div></div></div></div><div class="w-full md:w-1/2"><div class="hidden md:block"><img alt="Image for Aesthetics Purposes" class="m-auto w-full md:rounded-xl" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=340 340w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=680 680w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1020 1020w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1360 1360w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1360" width="1360" height="1360"/></div><div class="block md:hidden"><img alt="Image for Aesthetics Purposes" class="m-auto w-full rounded-lg" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=340 340w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=680 680w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1020 1020w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1360 1360w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/4028a94bb7d2d2714973ae7d212aeb8fa7cf7850-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1360" width="1360" height="1360"/></div></div></div></div></section><section class="relative w-full px-4 lg:px-10 pt-10 pb-12 md:pb-20 text-black"><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="border-y border-neutral-70 py-4 md:py-9"><div class="grid gap-y-6 gap-x-10 md:grid-cols-4"><div class="text-black space-y-2 md:space-y-3"><p class="text-web3-14-eyebrow uppercase font-eyebrow">STATUS:</p><div class="flex items-center gap-2" role="status" aria-label="STATUS:: Open"><span aria-hidden="true" class="inline-block h-3 w-3 rounded-full bg-success-300"></span><span class="text-web3-16 font-body">Open</span></div></div><div class="text-black space-y-2 md:space-y-3"><p class="text-web3-14-eyebrow uppercase font-eyebrow">NEXT DEADLINE:</p><div class="[&amp;&gt;ul&gt;li:last-child]:mb-0 [&amp;&gt;ul]:mb-0 [&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 font-body">Applications are considered on a rolling basis</p></div></div><div class="text-black space-y-2 md:space-y-3"><p class="text-web3-14-eyebrow uppercase font-eyebrow">ELIGIBILITY:</p><div class="[&amp;&gt;ul&gt;li:last-child]:mb-0 [&amp;&gt;ul]:mb-0 [&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 font-body">Projects must be for public benefit or open science research</p></div></div><div class="text-black space-y-2 md:space-y-3"><p class="text-web3-14-eyebrow uppercase font-eyebrow">FOCUS:</p><div class="[&amp;&gt;ul&gt;li:last-child]:mb-0 [&amp;&gt;ul]:mb-0 [&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 font-body">Education, healthcare, climate change, sustainability</p></div></div></div></div></div></section><section class="relative w-full px-4 lg:px-10 text-black" style="background:#ffffff"><div class="absolute top-0 left-0 h-full w-full"><img src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/5e656c29ed95afda78d068164a0bea94efed44ed-263x30.svg" width="263" height="30" alt="" class="hidden h-full w-full object-cover object-center lg:block z-background" sizes="(min-width: 1024px) 100vw, 0px"/></div><div class="absolute top-0 left-0 h-full w-full"><img src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/5e656c29ed95afda78d068164a0bea94efed44ed-263x30.svg" width="263" height="30" alt="" class="hidden h-full w-full object-cover object-center sm:block lg:hidden z-background" sizes="(min-width: 640px) and (max-width: 1023px) 100vw, 0px"/><img src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/5e656c29ed95afda78d068164a0bea94efed44ed-263x30.svg" width="263" height="30" alt="" class="block h-full w-full object-cover object-center sm:hidden z-background" sizes="(max-width: 639px) 100vw, 0px"/></div><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="text-left max-w-[350px] sm:max-w-full"><div class="motion-safe:opacity-0"></div><div><div class="mx-auto flex motion-safe:opacity-0"></div></div></div></div></section><section class="relative w-full px-4 lg:px-10 pb-16 md:pb-36 text-black"><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="flex flex-col md:flex-row md:justify-between md:gap-x-12 lg:gap-x-32"><div class="mb-12 md:mb-0 md:w-3/4 lg:w-1/2 lg:max-w-[555px]"><span class="text-web3-24-heading lg:text-web3-32 font-body"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">Creating real-world impact with AI requires powerful resources and frontier AI models are often out of reach for researchers and innovators. Our Catalyst Grants program removes these barriers and empowers real-world impact via AI advancements.</p></div></span></div><div class="grid grid-cols-2 gap-10 overflow-hidden lg:w-1/2"><div class="flex min-w-[150px] flex-col md:min-w-[300px]"><div class="flex flex-row items-end gap-1"><span class="text-web3-48 sm:text-web3-60 xl:text-web3-96 font-body-web2 inline-flex items-baseline whitespace-nowrap leading-none" style="color:#4C6EE6"><span class=""></span></span></div><p class="text-web3-16 lg:text-web3-18 font-body pt-1 text-black">Grants awarded</p></div><div class="flex min-w-[150px] flex-col md:min-w-[300px]"><div class="flex flex-row items-end gap-1"><span class="text-web3-48 sm:text-web3-60 xl:text-web3-96 font-body-web2" style="color:#4C6EE6">$</span><span class="text-web3-48 sm:text-web3-60 xl:text-web3-96 font-body-web2 inline-flex items-baseline whitespace-nowrap leading-none" style="color:#4C6EE6"><span class=""></span><span class="relative -top-[0.55em] ml-1 text-[0.62em] leading-none xl:ml-2" style="font-variant-position:super;font-feature-settings:&quot;sups&quot; 1" aria-label="superscript symbol">k</span></span></div><p class="text-web3-16 lg:text-web3-18 font-body pt-1 text-black">API credits granted</p></div><div class="flex min-w-[150px] flex-col md:min-w-[300px]"><div class="flex flex-row items-end gap-1"><span class="text-web3-48 sm:text-web3-60 xl:text-web3-96 font-body-web2 inline-flex items-baseline whitespace-nowrap leading-none" style="color:#4C6EE6"><span class=""></span></span></div><p class="text-web3-16 lg:text-web3-18 font-body pt-1 text-black">Countries represented</p></div><div class="flex min-w-[150px] flex-col md:min-w-[300px]"><div class="flex flex-row items-end gap-1"><span class="text-web3-48 sm:text-web3-60 xl:text-web3-96 font-body-web2 inline-flex items-baseline whitespace-nowrap leading-none" style="color:#4C6EE6"><span class=""></span></span></div><p class="text-web3-16 lg:text-web3-18 font-body pt-1 text-black">University affiliations</p></div></div></div></div></section><section class="relative w-full px-4 lg:px-10 pb-10 text-black"><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="text-center"><div class="motion-safe:opacity-0"><div class="break-words 2xl:max-w-[1880px] md:max-w-[1128px] mb-0 mx-auto [&amp;_p_a]:!inline portable-text-breaks"><h3 class="text-web3-28 lg:text-web3-48-alt font-body">Drive real-world change through AI and research</h3></div></div><div><div class="mx-auto flex motion-safe:opacity-0"></div></div></div></div></section><div class="flex flex-col items-center justify-center"><section class="relative w-full px-4 lg:px-10 pb-12 md:pb-20 text-black"><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="flex flex-col md:flex-row md:items-center md:gap-24 lg:gap-44 md:[&amp;&gt;div]:w-1/2"><div class="mb-10 motion-safe:animate-[fadeInUp_0.5s_forwards_ease-in-out] motion-safe:opacity-0 md:mb-0"><img alt="" class="rounded-xl object-cover p-0" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/f966cc61a2fbe351dfbfb4cd4f45f31a192e6145-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=340 340w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/f966cc61a2fbe351dfbfb4cd4f45f31a192e6145-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=680 680w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/f966cc61a2fbe351dfbfb4cd4f45f31a192e6145-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1020 1020w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/f966cc61a2fbe351dfbfb4cd4f45f31a192e6145-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1360 1360w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/f966cc61a2fbe351dfbfb4cd4f45f31a192e6145-1360x1360.png?auto=format&amp;fit=max&amp;q=80&amp;w=1360" width="1360" height="1360"/></div><div class="motion-safe:animate-[fadeInUp_0.5s_forwards_ease-in-out] motion-safe:opacity-0 md:max-w-[555px]"><ul class="w-full"><li class="w-full overflow-hidden first:border-t-pureBlack"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-20 lg:text-web3-24 font-body text-neutral-15">Discovering new opportunities in education</h5></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">Learning should adapt to every student, in every language, everywhere. We back projects exploring how AI can unlock new educational possibilities, breaking barriers and creating pathways to knowledge that never existed before.</p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-20 lg:text-web3-24 font-body text-neutral-15">Empowering healthcare providers</h5></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">AI can transform how we understand health, deliver care, and save lives. We support researchers and innovators making healthcare more accessible, equitable, and effective, opening new possibilities for communities everywhere.</p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-20 lg:text-web3-24 font-body text-neutral-15">Expanding culture</h5></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">The world&#x27;s languages, stories, and traditions deserve to shape the future of AI. We fund work ensuring diverse cultures aren&#x27;t just represented but become active participants in building tomorrow&#x27;s technologies.</p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-20 lg:text-web3-24 font-body text-neutral-15">Building sustainability solutions</h5></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">Our planet&#x27;s challenges demand bold solutions. We support innovators using AI to reimagine how we protect ecosystems, manage resources, and build a sustainable future.</p></div></div></div></div></li></ul></div></div></div></section></div><section class="relative w-full px-4 lg:px-10 pt-12 md:pt-20 bg-blue-25 text-black"><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="text-center"><div class="motion-safe:opacity-0"><div class="break-words 2xl:max-w-[1880px] md:max-w-[1128px] mb-0 mx-auto [&amp;_p_a]:!inline portable-text-breaks"><h3 class="text-web3-28 lg:text-web3-48-alt font-body">Previous projects by grantees</h3></div></div><div><div class="mx-auto flex motion-safe:opacity-0"></div></div></div></div></section><section class="relative w-full px-4 lg:px-10 pt-10 pb-10 bg-blue-25 text-black items-start"><div class="relative z-content max-w-web3-full-screen mx-auto w-full max-w-web3-internal-wrapper xl:flex xl:flex-col 2xl:h-full"><div class="flex flex-col items-center justify-center pb-10 md:pb-16"><div class="relative hidden flex-col gap-2 overflow-hidden rounded-2xl px-3 py-2.5 md:flex md:h-16 md:flex-row md:items-center md:gap-6 md:rounded-full bg-neutral-90 w-full max-w-[250px] md:w-fit md:max-w-none"><div class="absolute rounded-full transition-all duration-200 ease-in-out bg-neutral-10" style="width:0;height:0;top:0;left:0"></div><button class="relative z-10 flex w-auto items-center justify-center whitespace-nowrap rounded-full px-6 py-3 text-sm transition-colors duration-200 lg:px-6 lg:text-lg text-pureWhite cursor-pointer">Education</button><button class="relative z-10 flex w-auto items-center justify-center whitespace-nowrap rounded-full px-6 py-3 text-sm transition-colors duration-200 lg:px-6 lg:text-lg text-neutral-10 hover:bg-pureWhite hover:text-neutral-10 cursor-pointer">Human feedback</button><button class="relative z-10 flex w-auto items-center justify-center whitespace-nowrap rounded-full px-6 py-3 text-sm transition-colors duration-200 lg:px-6 lg:text-lg text-neutral-10 hover:bg-pureWhite hover:text-neutral-10 cursor-pointer">Community</button></div><div class="relative md:hidden w-full max-w-[250px] md:w-fit md:max-w-none"><button type="button" class="flex w-full items-center justify-between transition-colors duration-200 rounded-full px-6 py-3 bg-neutral-10 text-pureWhite"><span class="flex items-center gap-2 mr-2">Education</span><i class="icon-default icon-chevron-down shrink-0 transition-transform duration-200 text-neutral-15"></i></button><ul class="absolute z-50 max-h-60 overflow-y-auto shadow-[0px_4px_12px_0px_rgba(0,0,0,0.20)] transition-all duration-200 top-full mt-2 pointer-events-none invisible opacity-0 left-1/2 -translate-x-1/2 w-max min-w-full rounded-lg border border-neutral-90 bg-neutral-90"><li class="w-full cursor-pointer transition-colors duration-150 px-4 py-2 text-neutral-15 hover:!bg-pureWhite">Education</li><li class="w-full cursor-pointer transition-colors duration-150 px-4 py-2 text-neutral-15 hover:!bg-pureWhite">Human feedback</li><li class="w-full cursor-pointer transition-colors duration-150 px-4 py-2 text-neutral-15 hover:!bg-pureWhite">Community</li></ul></div></div><div class="flex h-full justify-center md:gap-x-10 lg:gap-x-32 flex-col-reverse md:flex-row items-start"><div class="w-full md:w-1/2 [&amp;&gt;div]:lg:max-w-[550px] [&amp;&gt;div]:md:mr-auto items-start"><div class="text-left max-w-[350px] sm:max-w-full"><div class="motion-safe:opacity-0"><div class="mb-4 break-words 2xl:max-w-[1880px] md:max-w-[1128px] lg:max-w-[1112px] [&amp;_p_a]:!inline portable-text-breaks"><h4 class="text-web3-24-heading lg:text-web3-32 font-body">Building LLM tools for teachers</h4></div></div><div><div class="mx-auto flex motion-safe:opacity-0 justify-start"><div class="break-words mb-6 lg:mb-10 lg:w-[555px] [&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 font-body"><em>Jussi Jauhiainen and Agustín Garagorry, University of Turku, Finland</em></p><p class="text-web3-16 lg:text-web3-18 font-body"></p><p class="text-web3-16 font-body">Millions of students worldwide struggle with one-size-fits-all education, while teachers lack evidence-based AI tools for personalization. Jussi, Agustín, and their team are transforming education by using LLMs to create personalized learning materials. Their research on LLM-powered student evaluation provides educators with evidence on effective tools, risks, and informed decision-making.<br/><br/>Starting in Finnish schools, they&#x27;re expanding to English, Spanish, and African languages through partnerships.</p></div></div><div class="flex flex-col items-start gap-4 motion-safe:opacity-0 sm:flex-row sm:items-center justify-start"><div class="group relative z-10 inline-block" style="width:inherit"><a target="_self" tabindex="0" aria-disabled="false" class="relative flex w-fit items-center justify-center cursor-pointer bg-transparent text-volcanic-900 pb-1.5 bg-gradient-to-r bg-[length:100%_1px] bg-bottom bg-no-repeat transition-all duration-300 ease-button-gradient from-neutral-15 to-neutral-15 focus-visible:outline-2 focus-visible:outline-blue-500 focus-visible:outline-offset-2 [&amp;&gt;*]:text-web3-18 outline-none" href="https://cohere.com/blog/granting-access"><span class="text-web3-16 lg:text-web3-18 font-body">Learn more</span></a></div></div></div></div></div><div class="w-full mb-10 md:mb-0 md:w-1/2"><div class="hidden md:block"><img alt="Catalyst Grants Education" class="m-auto w-full md:rounded-xl" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=448 448w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=896 896w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=1344 1344w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=1792 1792w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=1792" width="1792" height="1792"/></div><div class="block md:hidden"><img alt="Catalyst Grants Education" class="m-auto w-full rounded-lg" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=448 448w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=896 896w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=1344 1344w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=1792 1792w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/c9073a46cf5ae815daf5c438dd93a2e22f528c9c-1792x1792.png?auto=format&amp;fit=max&amp;q=80&amp;w=1792" width="1792" height="1792"/></div></div></div></div></section><div class="flex flex-col items-center justify-center"><section class="relative w-full px-4 lg:px-10 pt-12 md:pt-20 pb-12 md:pb-20 text-black"><div class="relative z-content mx-auto w-full max-w-web3-internal-wrapper"><div class="flex flex-col md:flex-row md:items-start md:gap-10 md:[&amp;&gt;div]:w-1/2"><div class="mb-10 motion-safe:animate-[fadeInUp_0.5s_forwards_ease-in-out] motion-safe:opacity-0 md:mb-0"><h2 class="text-web3-24-heading lg:text-web3-32 font-body mb-6">Frequently asked questions</h2></div><div class="motion-safe:animate-[fadeInUp_0.5s_forwards_ease-in-out] motion-safe:opacity-0"><ul class="w-full"><li class="w-full overflow-hidden first:border-t-pureBlack"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-16 lg:text-web3-18 font-body text-neutral-15">What types of projects do these grants support?</h5><i class="icon-default icon-arrow-down text-[20px] transition duration-500 ease-in-out"></i></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 max-w-[calc(100%-68px)] mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><ul class="my-4 ml-6 list-disc [&amp;&gt;li]:mb-2.5"><li>Language model safety, including bias, explainability, hallucinations, toxicity, and adversarial testing</li><li>Language model applications for prosocial goals in fields such as education, climate science, content moderation, healthcare, law, history, and social science</li><li>Language model capabilities, such as improving information retrieval accuracy or model efficiency</li><li>Multilingual capabilities, such as increasing language model performance and safety in languages beyond English</li><li>Values alignment exploring how to ensure generative AI model behavior meets people’s expectations, preferences and values</li></ul></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-16 lg:text-web3-18 font-body text-neutral-15">What do I need to know if my research project artifact is complete or ready to be published?</h5><i class="icon-default icon-arrow-down text-[20px] transition duration-500 ease-in-out"></i></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 max-w-[calc(100%-68px)] mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">Often, we receive the question of how should the grants be acknowledged. If you choose or want to acknowledge the grant program, we have drafted a simple message below that you are welcome to use and adapt.</p><p class="text-web3-16 lg:text-web3-18 font-body"><em>“This work was supported by compute credits from a</em> Cohere Labs <em>Research Grant, these grants are designed to support academic partners conducting research with the goal of releasing scientific artifacts and data for good projects.”</em></p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-16 lg:text-web3-18 font-body text-neutral-15">Is it necessary for me to share my research results with you and obtain your approval prior to submitting my work for publication?</h5><i class="icon-default icon-arrow-down text-[20px] transition duration-500 ease-in-out"></i></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 max-w-[calc(100%-68px)] mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">We often get asked about the process for sharing experiment results with us before paper publication. Generally, we do not require an approval process for research findings, except in cases involving AI safety or responsible AI. However, we welcome an update about what research you did with the grants as we hope to spotlight some of the research contributions that come out of the program.</p><p class="text-web3-16 lg:text-web3-18 font-body"></p><p class="text-web3-16 lg:text-web3-18 font-body">If your work pertains to AI safety, you are expected to unconditionally and immediately disclose any vulnerabilities found through your research and testing, by notifying safety@cohere.ai and sharing any research outputs (papers, datasets etc.) <strong><em>at least 4 weeks before publication</em></strong> by notifying labs@cohere.com</p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-16 lg:text-web3-18 font-body text-neutral-15">What if I need additional credits to complete my research project?</h5><i class="icon-default icon-arrow-down text-[20px] transition duration-500 ease-in-out"></i></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 max-w-[calc(100%-68px)] mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">If you use all of the credits provided for your project and would like to request additional funds, we encourage you to reach out via email to brittawnya@cohere.com</p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-16 lg:text-web3-18 font-body text-neutral-15">How can I monitor the balance of my grant?</h5><i class="icon-default icon-arrow-down text-[20px] transition duration-500 ease-in-out"></i></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 max-w-[calc(100%-68px)] mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">You can monitor the balance of your grant via <a href="https://dashboard.cohere.ai/billing?_gl=1*15ydu3l*_gcl_au*MTA5MDI1MTYxOS4xNzYxNTcwMjIzLjcxMjg5NDgyNC4xNzYxNjA4MjI3LjE3NjE2MDgyMjc." class="group inline-block cursor-pointer whitespace-nowrap text-inherit underline underline-offset-[0.125em] hover:decoration-dashed focus:rounded-[1px] focus:outline focus:outline-1 focus:outline-coral-500 active:decoration-solid active:outline-0 text-neutral-15 visited:text-neutral-15 active:text-neutral-15 text-neutral-15 visited:text-neutral-15 active:text-neutral-15" style="text-decoration-thickness:0.05em" target="_blank"><span class="whitespace-normal">the Billing tab</span></a> of your Cohere dashboard. Your grant credit will be applied to any usage of our models with a Production API key. If you have not already done so, you can create a Production API key in <a href="https://dashboard.cohere.ai/api-keys?_gl=1*15ydu3l*_gcl_au*MTA5MDI1MTYxOS4xNzYxNTcwMjIzLjcxMjg5NDgyNC4xNzYxNjA4MjI3LjE3NjE2MDgyMjc." class="group inline-block cursor-pointer whitespace-nowrap text-inherit underline underline-offset-[0.125em] hover:decoration-dashed focus:rounded-[1px] focus:outline focus:outline-1 focus:outline-coral-500 active:decoration-solid active:outline-0 text-neutral-15 visited:text-neutral-15 active:text-neutral-15 text-neutral-15 visited:text-neutral-15 active:text-neutral-15" style="text-decoration-thickness:0.05em" target="_blank"><span class="whitespace-normal">the API Key tab</span></a> of your dashboard.</p></div></div></div></div></li><li class="w-full overflow-hidden"><div class="w-full transition-colors border-t bg-gradient-to-r bg-[length:100%_2px] bg-bottom bg-no-repeat border-t-pureBlack pt-2"><button class="flex w-full cursor-pointer items-center justify-between border-none bg-transparent pb-9 text-left"><h5 class="text-web3-16 lg:text-web3-18 font-body text-neutral-15">Can I invite colleagues working on my project to use the credits?</h5><i class="icon-default icon-arrow-down text-[20px] transition duration-500 ease-in-out"></i></button><div class="overflow-hidden transition-all duration-700 ease-in-out" style="height:0px"><div class="w-full text-neutral-15 max-w-[calc(100%-68px)] mb-9"><div class="[&amp;_p_a]:!inline portable-text-breaks"><p class="text-web3-16 lg:text-web3-18 font-body">Yes - to invite and manage teammates and collaborators, please visit <a href="https://dashboard.cohere.ai/team" class="group inline-block cursor-pointer whitespace-nowrap text-inherit underline underline-offset-[0.125em] hover:decoration-dashed focus:rounded-[1px] focus:outline focus:outline-1 focus:outline-coral-500 active:decoration-solid active:outline-0 text-neutral-15 visited:text-neutral-15 active:text-neutral-15 text-neutral-15 visited:text-neutral-15 active:text-neutral-15" style="text-decoration-thickness:0.05em" target="_blank"><span class="whitespace-normal">the Team tab</span></a> of your dashboard. Collaborators can include anyone that benefits from the grant credit, regardless of them being within your institution.</p></div></div></div></div></li></ul></div></div></div></section></div><section class="relative w-full px-4 lg:px-10 pt-28 md:pt-40 pb-28 md:pb-40 text-pureWhite" style="background:#4C6EE6"><div class="absolute top-0 left-0 h-full w-full"><img alt="" class="hidden h-full w-full object-cover object-center lg:block z-background" sizes="(min-width: 1024px) 100vw, 0px" srcSet="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=480 480w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=960 960w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=1440 1440w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=1920 1920w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=2400 2400w, https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=2880 2880w" src="https://cdn.sanity.io/images/rjtqmwfu/web3-prod/0ed4eed7bdefafec31a2723265ad83b1fcca8291-2880x1200.png?auto=format&amp;fit=max&amp;q=80&amp;w=1920" width="1920" height="800"/></div><div class="absolute top-0 left-0 h-full w-full"><img alt="Background image for aesthetic purposes" title="" loading="lazy" width="0" height="0" decoding="async" data-nimg="1" class="h-auto w-full object-contain hidden !h-full !object-cover object-center sm:block lg:hidden z-background" style="color:transparent" sizes="(min-width: 640px) and 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