AI Security Innovation Hub
Research at Trylon AI
Discover our cutting-edge research in AI security, model optimization, and responsible AI development. Our team is committed to advancing the field through rigorous scientific inquiry and practical innovation.
AI Security
Protecting AI systems from emerging threats
LLM Research
Advancing language model capabilities and safety
Model Efficiency
Optimizing AI performance and resource usage
Infrastructure
Building robust systems for AI deployment
Featured Research
Improvement+42%
Efficiency Gain3.7x
EfficiencyLLM
OLoRA: Orthonormal Low-Rank Adaptation of Large Language Models
Kerim BüyükakyüzCEO & President
The advent of large language models (LLMs) has revolutionized natural language processing, enabling unprecedented capabilities in understanding and generating human-like text. However, the computational cost and convergence times associated with fine-tuning these models remain significant challenges...