What it takes to be a Cohere Labs Research Scholar

About the Cohere Labs Scholars Program

• 💡 Purpose: Provides early career researchers with access to top-tier AI research at a frontier lab.
• 🎯 Desired Qualities: Seeks individuals who are curious, passionate about learning, and open-minded, even with little prior research background.

Traits of Successful Researchers

• 🧠 Critical Thinking: Ability to ask the right questions that challenge the status quo and spur innovation.
• 🤝 Collaboration: Strong capacity for collaboration and synthesizing diverse viewpoints to achieve breakthroughs.
• 🚀 Methodology: Requires discipline in methodology, clear hypotheses, and the ability to fail fast and iterate.

Scholar Experience and Research Focus

• ✨ Supportive Environment: Scholars find the entire lab invested in their success, offering broad feedback beyond direct collaborators.
• 🌐 Multilingual Alignment: Research focuses on making reinforcement learning from human feedback (RLHF) effective for multilingual foundation models, addressing the exclusion of non-English speakers.
• ⚖️ Complex Preferences: This work is crucial for steering models towards a more realistic understanding of diverse human preferences, moving beyond a single global preference.

Advice for Aspiring Researchers

• 🌱 Learning from Failure: Emphasizes viewing failures as learning opportunities and a path to growth.
• 🛠️ Building Craft: Success involves perseverance and building a "craft" through repetition, which is foundational for developing research taste and perspective.

Importance of Open Science & Publishing

• 📈 Industry Trend: Notes a trend of less publishing in industry labs due to competition and financial outcomes.
• ✅ Cohere's Commitment: Cohere prioritizes publishing research and creating entry points for junior researchers to maintain the pace of AI innovation and foster better research.