Models & Research

Shaping the frontier of ML research - Cohere

Skip to content Embed 5 is here: state-of-the-art retrieval - now available in Pro and Fast tiers.

3 min read706 words
Source:Cohere ↗
AI-generated editorial illustration for: Shaping the frontier of ML research - Cohere
Illustration: AI-generated for this story.

Skip to content Embed 5 is here: state-of-the-art retrieval - now available in Pro and Fast tiers.

Command: High-performance generative AI models for real-world applications

Model Vault provides fully-isolated, performant inference with Saas simplicity

How CoreWeave used Cohere North to transform its customer support in 90 days

Introducing Embed 5—A new family of frontier embedding models

Cohere and Aleph Alpha sign agreement to become the first transatlantic sovereign AI solution

The future of work debate has an evidence problem

Changing where, how, and by whom breakthroughs happen

Cohere Labs pushes the boundaries of fundamental ML research while changing who shapes it, bringing diverse perspectives together to build trustworthy, collaborative, and universally capable AI systems.

How will AI change the way we work? Our multidisciplinary research team is investigating how AI advancements will affect the global professional landscape.

Explore the research Agentic Task Ecosystem

Experience the Tiny Aya model family: 70+ languages, region-tuned expertise, and phone-ready performance that brings high-quality multilingual capabilities to every corner of the globe.

Unlock the potential of multilingual AI with Global MMLU. Test model performance across diverse linguistic contexts with our human-verified, massively multilingual benchmark.

Guided by our core values, we advance AI responsibly and innovatively, pushing boundaries to create accessible, ethical technologies that benefit diverse populations worldwide.

Prioritizing research that makes AI accessible and beneficial worldwide.

Advancing AI safety to ensure ML innovation aligns with societal values.

Developing AI systems that efficiently scale to increase reach and impact.

Exploring core AI principles to drive innovation and build more capable, reliable systems.

The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning

Evaluating the Retrieval Robustness of Large Language Models

CALIBER: Calibrating confidence before and after reasoning in language models

The Culture Funnel: You can’t align what isn’t in the data

AI Exposure Scores: What they measure, what they miss, and what comes next

A global initiative led by Cohere Labs to advance state-of-the-art multilingual AI. From our original Aya Dataset to our latest Tiny Aya models, we bridge gaps between people and cultures across the world.

Explore and interact with our models directly on our Hugging Face Space, making AI research and experimentation accessible to the global community.

The Scholars Program carves pathways for rising researchers to become the next generation of AI leaders through mentorship with our top-tier research team and access to powerful research infrastructure.

Through nurturing a vibrant Open Science Community with 4500 members from 150 countries and releasing all of our research and models to the public, we are empowering the next era of scientific discovery and progress.

Catalyst Grants provide academic partners, civic institutions and impact focused organizations free access to the Cohere API to pursue projects driving real-world change through artificial intelligence.

In 2017, a team of friends, classmates, and engineers started a distributed research collaboration, with a focus on creating a medium for early-career AI enthusiasts to engage with experienced researchers – they called it “for.ai.” Two of those co-founding members, Aidan Gomez and Ivan Zhang, later went on to co-found Cohere, and many of the original members went on to do exciting things (pursuing PhDs, working at industry and academic labs).

At the time, For AI was one of the first community-driven research groups to support independent researchers around the world. In June 2022, For AI was brought back as "Cohere For AI" when we started our journey as a dedicated research lab and community for exploring the unknown, together. We renamed to Cohere Labs in April 2025.

Watch the Cohere Labs history video here .

Do you charge for your educational programs or community membership?

We do not charge for participating in any of our programs, and are committed to supporting educational outreach programs, which include compute resources and infrastructure needed to participate in machine learning research.

Are you hiring for research positions or interns?

Our full list of positions are listed here .

To stay up to date on upcoming talks, sign up for our mailing list .

You can also apply to join our open science community or follow us on LinkedIn and Twitter .

Aya is a state-of-the-art, open source, massively multilingual research LLM covering 101 languages – including more than 50 previously underserved languages. Learn more here .

Sources

Summarized from the linked originals. Cover illustration: AI-generated.

Related stories