Tim Heath Solutions & Web Design
Developing Endless Possibility™
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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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 …
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 …
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 …
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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The rapid advancement of artificial intelligence (AI) and automation technologies is reshaping the future of work across various industries. This paper explores "The future of work in the age of AI and automation," highlighting the transformative impacts on employment, skill requirements, and organisational structures. By examining current trends and potential future scenarios, this study aims to provide …
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In this insightful video, 'Leadership, Fatalism and Climate Change', renowned academic Keith Grint tackles a critical global challenge. He asks a powerful question. Why, despite decades of data and warnings, have we seen so little progress in halting climate change? He explores the complex psychological and social factors behind our collective inaction. Grint goes beyond the usual discussions of policy failures or …
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The interplay of collective and individual leadership, highlights how narratives of inclusivity can obscure accountability (Empson et al., 2023). Evolutionary leadership models favour hierarchy, complicating the implementation of collective frameworks (Garfield et al., 2019), especially in high power distance and individual cultures (Hofstede, 1991). Additionally, processes supporting informal leadership risk failure …
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