AGI is here. Adoption is not.
Your company doesn't hire untrained people. Why deploy unmeasured AI?
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Some claim AGI is here, but the reality for enterprises is starkly different: only 22% of companies have moved beyond proof-of-concept AI projects, and 96% of deployments fail to report substantial ROI.
Post-training is fragmented and inefficient, leaving AI agents unaligned for real-world deployment.
AI teams lack unified frameworks, relying on "vibe checks" over metrics-driven decisions.
Cultural, domain-specific, and multilingual challenges remain unsolved.
AI is English-centric, excluding 75% of the world's population - 6.9 billion non-English speakers. Foundational LLMs lack true cultural context and multilinguality, which can't be achieved by simply adding more training data.
Up to 3x higher costs for inference in non-English languages
35% increase in harmful responses for lower-resource languages
20% drop in instruction-following accuracy for non-English queries
OpenBabylon builds model-agnostic infrastructure to help Al companies deploy real-world solutions
Assess capabilities and gaps of existing models for your use case
Transform the gaps into dataset recommendations and custom curriculum for training
SFT, LORA, DPO, PPO, ORPO, GRPO? Proven certainty about how to actually adapt the model
Your success depends on the speed and effectiveness of experiments
We applied our framework to create a sovereign LLM for Ukraine, tailored to the nation’s unique linguistic and cultural needs. This model is now being deployed through the Ministry of Digital Transformation to support civic and educational infrastructure. It was aligned across nine critical dimensions, including history, geopolitics, and governance, to enhance national security applications.
Up to 3x reduction in training and deployment costs
Our approach outperforms existing frontier models
Rigorous, real-world performance assessments models and agentic workflows
Continuous refinement through expert feedback loops
No slow-downs from endless experimentation
Join us at the forefront of AI innovation. Explore our presentations from global tech conferences and delve into our groundbreaking research on AI adaptation
Machine Learning (cs.LG)
Artificial Intelligence (cs.AI)
Computation and Language (cs.CL)
In the rapidly advancing field of AI and NLP, generative large language models (LLMs) stand at the forefront of innovation, showcasing unparalleled abilities in text understanding and generation.
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