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AI

Architecting Multi-Modal AI Safety Systems

As Generative AI models like large language models (LLMs) and diffusion models become ubiquitous, the risk of generating harmful, biased, or illegal content has escalated. A single vector of attack—prompt injection, jailbreaking, or adversarial noise—can bypass simple filters. To address this, we...

AI

Unified Multi-Modal Inference Pipelines

Modern AI agents are no longer confined to single-modality tasks. The next generation of intelligent systems must process, understand, and generate responses based on a convergence of text, image, and audio inputs. However, building a system that effectively synchronizes these diverse data stream...