Research Portal
Test your knowledge, publish your research, explore LLM benchmarks, and collaborate with a global community of AI researchers and practitioners.
OptimumLLM is a family of multimodal foundation models fine-tuned specifically to measure, develop, and augment human cognition. Unlike general-purpose LLMs, each model is purpose-built for a specific human-AI interaction domain.
Our fine-tuning programme trains researchers on production-grade techniques — and contributes methods back to open research. Every fine-tuning cohort produces a shared model artefact and a co-authored preprint.
Apply to join active research projects on multimodal LLMs, Agency Score theory, and agentic systems. Co-author papers and contribute to OptimumLLM training.
ApplyAccepted researchers get access to fine-tuning compute for approved projects. Apply via the Research Dashboard with a proposal.
ApplyContribute to shared datasets for cognitive-signal multimodal training. All contributing researchers are credited in model cards and papers.
ApplyTest your AI knowledge with expert-crafted quizzes on LLMs, agents, and more.
Showcase your AI research. All projects — industry, academic, student work welcome.
Compare frontier models by benchmarks, context window, pricing, and capabilities.
Track your publications, assessment scores, and saved LLM comparisons.
Expert-crafted assessments covering Agentic AI, LLM Engineering, and production workflows. Get scored and receive personalised study recommendations.
VALIDATE YOUR UNDERSTANDING OF AGENTIC AI
TEST YOUR KNOWLEDGE OF LLM ENGINEERING
More assessments coming soon. Join free and get notified.
Join the Research PortalPublish research, academic projects, industry solutions, and tutorials. All AI/ML work welcome — from student projects to NeurIPS submissions.
Recent Publications
Compare 10+ frontier models side-by-side. Benchmarks (MMLU, HumanEval, GSM8K), context windows, pricing per token, parameters, capabilities, and more.
Your personal research portal. Track publications, view assessment scores, manage saved LLM comparisons, and connect with collaborators.
Publish Your Research
Share AI innovations
with the world.
Publish research, academic projects, implementations, and industry solutions with code, data, and documentation. Join free and get your first publication live in under an hour.