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Cohere presents Aya Vision: Advancing the Frontier of Multilingual Multimodality - Aya-Vision-8B outperforms Qwen-2.5-VL-7B - Aya-Vision-32B outperforms Qwen-2.5-VL-72B

Cohere introduces Aya-Vision, a family of 8B and 32B vision-language models for multilingual open-ended interaction. - Synthetic annotation: high-diversity recaptioning + hybrid MT + LLM rephrasing across 23 languages - Cross-modal model merging: training-free, restores 94.1% of

One hour left for a great tutorial on Vision Embeddings and Vision LLMs - What are their pros & cons for RAG?

Excited to announce that Ottogrid is joining cohere !

Happy to see cohere and Hugging Face in Satya Nadella keynote

We’re partnering with Dell to accelerate secure, agentic enterprise AI solutions. Dell will be the first provider to offer our secure agents platform, Cohere North, to enterprises on-premises, which is crucial for regulated industries handling sensitive data 🧵

Very excited to be bringing our models to SAP to power enterprise automation across the product suite!

.DraftWise is transforming how lawyers draft and negotiate contracts! Powered by our Command, Embed, & Rerank models on Microsoft's Microsoft Azure AI Foundry, Draftwise automates the most tedious tasks for lawyers & delivers accurate information, even for complex use cases.

Do Intermediate Tokens Produced by LRMs (need to) have any semantics? Our new study "Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens" lead by kstechly, Karthik Valmeekam Atharva & Vardhan Palod dives into this question 🧵 1/

.cohere CEO claims #AI startup “not far away” from profitability as it snags Dell and SAP partnerships. #CDNtech betakit.com/cohere-ceo-cla…

our video with Nils Reimers from cohere is out now! youtube.com/watch?v=npkp4m…

If you're an international PhD student at Harvard studying computer vision and your visa is cancelled, reach out to me or others in Europe. Don't despair. I'm sure we can find you a great place to carry on your research.

It was great talking more about Vision-RAG and the new capabilities that are enabled by Vision-LLMs and Cohere Embed V4.

The French Ministry of Culture released 175k high-quality arena-style preferences It's exactly the type of data LMSYS stopped releasing. They created their own chatbot arena with 55 models and open-sourced everything. Incredible work! 🤗 Dataset: huggingface.co/datasets/minis…

🤯 We cracked RLVR with... Random Rewards?! Training Qwen2.5-Math-7B with our Spurious Rewards improved MATH-500 by: - Random rewards: +21% - Incorrect rewards: +25% - (FYI) Ground-truth rewards: + 28.8% How could this even work⁉️ Here's why: 🧵 Blogpost: tinyurl.com/spurious-rewar…

All the american companies hiding reasoning traces for their models is making the research ecosystem default all of its efforts on using DeepSeek as the "frontier reasoning model" to study. Would be very easy to fix. Gemini's change to remove them is sad and doesn't make sense.

OpenAI is now required by court order to preserve all ChatGPT logs including "temporary chats" and API requests that would have been deleted if I understand this correctly, it means data retention policies for apps that use OpenAI API simply cannot be honored

You’re telling me my deleted chatgpt chats are actually not deleted and is being saved to be investigated by a judge?

Every year, Jensen drops new math rules that adds confusion to the whole industry. This year is no different, we now observe a third new Jensen math rule.  The first Jensen math rule is that NVIDIA headline FLOPs are quoted with 2:4 sparsity (which no one uses out of China)

Exciting to partner with Ensemble, who manage $40 billion in annual net patient revenue, to bring secure AI agents into the healthcare industry.