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The core assumption that Large Language Models (LLMs) are mere pattern-matchers is being challenged. Evidence suggests that advanced LRMs display attributes consistent with human-like reasoning, including error monitoring and problem reframing. For senior leaders, this necessitates an immediate pivot in strategy: from using AI for simple automation to leveraging it for strategic reasoning and complex decision support. This shift demands new governance and interpretability fra

Secure your firm's expertise in the AI-driven future. Learn how Generative Engine Optimization (GEO) and data science ensure your content is cited by ChatGPT, Gemini, and Perplexity.

AI Starts with Data. For Maltese SMEs, the first strategic step to successful AI adoption is not buying a tool, but a data audit. Clean, structured data is your most strategic asset, essential for building reliable ML models and achieving EU compliance (GDPR, AI Act). Skip data governance, and risk flawed decisions & costly regulatory issues. We offer the joint data science & accounting expertise you need to start right.

Quick Summary: 4 Key Takeaways The Problem : An MIT Report indicates that over 80% of AI initiatives fail. This is normally due to poor planning, not technical limitations. The Solution : AI must be aligned with tangible business objectives like cost savings or revenue uplift before any technology investment. Dual Foundation : Success requires both a strong data foundation (Data Science / Data Governance) and a clear tracking mechanism for capital/operational costs (Accountin