Understanding Different Learning Methods in AI

BlockchainFinanceFinancial
More
FutureGeneralHealthcareHuman ResourcesInformationalInfrastructureRecruitmentSecuritySocietyTechnology

Artificial Intelligence (AI) has transformed the way we interact with technology, enabling automation, decision-making, and predictive analytics across various industries. At the core of AI development are different learning methodologies that dictate how models learn from data. In this blog, we will explore the key learning methods used in AI, their typical applications, how they […]

Read More
Simon Todd in No Comments

Network Architecture Design for AI Workloads

GeneralInformationalInfrastructure
More
SecurityTechnology

Artificial Intelligence (AI) workloads are exerting escalating pressures on network infrastructure. As models increase in complexity, efficient data transmission, minimal latency, and high bandwidth are crucial for seamless operations. The architecture of AI networks must be meticulously crafted to enhance performance in both training and inference tasks. This article examines InfiniBand and Open Ethernet topologies, […]

Read More
Simon Todd in No Comments

Why RAG is Important vs Fine-Tuning and Training

BlockchainFinanceFinancial
More
FutureGeneralHealthcareHuman ResourcesInformationalInfrastructureRecruitmentSecuritySocietyTechnology

In the swiftly changing realm of artificial intelligence, companies are pursuing the most effective methods to optimise Large Language Models (LLMs) for their specific needs. Although conventional techniques like fine-tuning and comprehensive training are prevalent, Retrieval-Augmented Generation (RAG) is developing as a more efficient and pragmatic alternative. This essay will examine the significance of RAG, […]

Read More
Simon Todd in No Comments

DeepSeek and the AI Hardware Market: A Disruptor or Just Another Competitor?

BlockchainFinanceFinancial
More
FutureGeneralHealthcareHuman ResourcesInformationalInfrastructureRecruitmentSecuritySocietyTechnology

The AI hardware market is rapidly evolving, driven by the increasing complexity of AI workloads. DeepSeek, a new large-scale AI model from China, has entered the scene, but its impact on the broader AI landscape remains an open question. Is it simply a competitor to OpenAI’s ChatGPT, or does it have wider implications for inferencing, […]

Read More
Simon Todd in No Comments