This paper explores the utilisation of Artificial Intelligence (AI) in managing Application Programming Interface (API) use within organisations. APIs are critical in enabling different software applications to communicate with each other, which is essential for modern business operations. AI can optimise API management by enhancing security, improving efficiency, and ensuring compliance. This study examines current …
Low Rank Adaptation LoRA and Quantisation
This paper examines the integration of Low Rank Adaptation (LoRA) and quantisation techniques to enhance the efficiency of large language models (LLMs), with a specific focus on the continuous learning process in artificial intelligence (AI). Executive Summary In the evolving landscape of artificial intelligence, the efficiency and adaptability of large language models (LLMs) are paramount. This paper explores …
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SaaS Pattern Recognition Engine
A Software as a Service (SaaS) pattern recognition engine is a cloud-based solution designed to identify and analyse patterns within large sets of data. This type of engine is typically used in various industries for tasks such as fraud detection, predictive analytics, and anomaly detection. Here’s a detailed explanation of how it works and its key features: Components of a SaaS Pattern Recognition Engine Key …
Critical Analysis of PPC
This paper presents a critical analysis of PPC (Pay-Per-Click) advertising on social media, questioning its necessity and highlighting potential drawbacks. While PPC is often touted as essential for social media marketing, this paper argues that organic strategies and SEO can offer significant benefits without the costs and potential downsides associated with PPC. By exploring alternative approaches, this paper aims …
PPC Advertising on Social Media
This paper explores the role of PPC (Pay-Per-Click) advertising in social media marketing, highlighting its necessity and effectiveness in driving traffic, engagement, and conversions. While SEO (Search Engine Optimisation) is highly effective for search engine visibility, it does not directly apply to social media platforms. This paper examines how PPC fills this gap by providing targeted advertising opportunities …
Continuous Learning in small and medium-sized enterprises (SMEs)
This paper examines the implementation of Continuous Learning in small and medium-sized enterprises (SMEs) to adopt AI and automation without causing turnover or redundancies. The study explores how this methodology can create a culture of continuous improvement and learning, ensuring a smooth transition to advanced technologies. By integrating Continuous Learning, SMEs can enhance efficiency, maintain employee …
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