LPC-SM: Enhancing Long-Context Language Models
Discover LPC-SM, a novel architecture using local attention, sparse memory, and predictive correction to improve long-context language modeling accuracy.
AI Governance Control Stack for Stable, Accountable AI
Discover the AI Governance Control Stack that ensures operational stability, transparency, and accountability in AI systems for enterprise reliability.
Focus: Efficient Attention for Faster AI Models
Discover Focus, a method that boosts AI model efficiency by learning key token pairs, cutting complexity while improving performance and speed.
SoLA: Efficient LLM Compression via Sparsity & Decomposition
Discover SoLA, a training-free method using soft activation sparsity and low-rank decomposition to compress large language models efficiently without perfo...
Accurate LLM Failure Rate Estimation with Constrained MLE
Discover a robust method for estimating LLM failure rates using constrained maximum likelihood estimation for safer AI deployment.