Transfer Learning

Introduction In today’s dynamic business environment, the adoption of artificial intelligence (AI) has become increasingly prevalent across industries. At the forefront of AI innovation lies transfer learning, a powerful technique that leverages pre-existing knowledge to accelerate model training and improve performance on new tasks. In this comprehensive article, we explore the transformative potential of transfer […]

From Baby Boomers to Gen Z and AI

Introduction What happens when the paycheck is no longer the sole motivator for work? As we stand at the crossroads of a generational handover—from Baby Boomers to Gen Z and AI—the traditional pillars that have upheld our notions of work are being called into question. While many herald the workplace as a cradle for personal […]

Regression: From Theory to ML

Introduction This conversation aims to provide a well-rounded understanding of 3 models for solving regression problems, suitable for anyone looking to grasp the essentials of regression techniques in statistics and machine learning, along with insights into more complex models like neural networks. Whether for predictive analytics, binary classification, or complex pattern recognition, these models form […]

Why it´s called Machine Learning

Introduction This article aims to encapsulate the discussion about the foundational mechanisms of learning, both in artificial systems like neural networks and biological systems like the human brain. It emphasizes the general concept of how learning occurs through adjustments and adaptations in response to feedback—whether it’s the changing weights in a neural network or synaptic […]

The New Gold – Just for the Big Ones?

Introduction Data is the New Gold. But why isn´t everybody acting accordingly? Could it be, that only a chosen few are in a position to turn data into gold? This article shows, why everybody – even small businesses – should start collecting, watching, managing and using their data – in many new way. The analogy […]

Data-driven Manufacturing

Introduction In the rapidly evolving landscape of modern manufacturing, the integration of Artificial Intelligence (AI) and Machine Learning (ML) technologies stands at the forefront of transformational strategies. These advancements promise not only to refine production processes but also to redefine the roles and responsibilities of key stakeholders within the manufacturing sector. As organizations strive to […]

The Global Play

A cross-disciplinary synthesis In an era marked by rapid global changes, exponential technological emergence, and unprecedented challenges, the study of polarizing political and economic ideologies has never been more pertinent. As societies grapple with the complexities of globalization, technological disruption, and environmental degradation, the narrow focus on partisan interests and short-term gains has obscured the […]

Practical AI: From Theory to Added Value (Part 3)

We’ve arrived at the final chapter of our three-part series, “Practical AI: From Theory to Added Value,” curated by Lakeside Analytics. After laying the foundational knowledge in “Basics of AI” and guiding you through the essential steps for starting an AI project in “Initiating an AI Project” we now focus on the cutting-edge applications and […]

Practical AI: From Theory to Added Value (Part 2)

Welcome back to our comprehensive three-part series on “Practical AI: From Theory to Added Value,” presented by Lakeside Analytics. Building on the foundational knowledge from Part 1: “Basics of AI” Part 2: “Starting an AI Project” delves into the practicalities of initiating an AI endeavor. This segment covers everything from project planning and team composition […]

Practical AI: From Theory to Added Value (Part 1)

Welcome to the first installment of our three-part series on “Practical AI: From Theory to Added Value”. This series is meticulously crafted to guide you through the dynamic world of Artificial Intelligence, from foundational theories to practical applications that deliver real value. In this opening segment, “Basics of AI” we lay the groundwork by exploring […]

Deploying AI & Robots (Part 3)

A Two-Phase Approach to Realize the Gains for AI and Robot Deployment This is Part Three of a three-part-series. The other Parts are: Part One: A Strategic Move That Cannot Be Ignored Part Two: Approaching the Realization of AI/Robot Deployment Gains Introduction The corporate world is at a pivotal juncture, driven by the swift evolution […]

Stop Hiring – Start UpSkilling

Yes, the recruitment department may not be pleased with this approach, but let’s be honest: what is the one thing that A.I. will struggle to simulate or mimic? And NO, it’s not creativity, as we’ve seen with the advancements in Generative AI Tools. These tools often demonstrate creativity surpassing our own. So, what is our […]

The 13 Dimensions of Communication

Embark on an exploration of communication’s depths, where each word carries profound significance and every interaction harbors untold potential. Welcome to the realm of the 13 Dimensions of Communication—a journey that transcends surface-level dialogue to unveil the intricate layers of understanding and expression. In this scholarly endeavor, we delve into the complexities of psychology, sociology, […]

A Quick Overview of Communication Models

This consolidated list encompasses a broad spectrum of communication models and theories, reflecting the multidimensional nature of human communication across various contexts and applications. Transactional Model of Communication Interactive Model (or Convergence Model) Social Penetration Theory Spiral of Silence Theory Media Richness Theory Uses and Gratifications Theory Integrated Model of Communication for Social Change Nonviolent […]

The 14th Dimension: Intent & Motivation

In the rapidly evolving intersection of artificial intelligence (AI) and human communication, we find ourselves navigating both vast opportunities and intricate challenges. As AI systems become increasingly integrated into our daily lives, their ability to understand and replicate the nuances of human communication becomes paramount. Our exploration begins with a deep dive into the multifaceted […]

Multi-Dimensional Language Model Training

Introduction This paper sets out to explore the transformative potential of integrating a comprehensive set of 13 dimensions of human communication into the training datasets of LLMs. These dimensions, ranging from cultural context and social dynamics to emotional intelligence and non-verbal cues, represent the multifaceted nature of human interaction that LLMs must navigate to truly […]

From AI (Artificial Intelligence) to IA (Intelligence Amplification)

The transition from AI (Artificial Intelligence) to IA (Intelligence Amplification) through brain-computer interfaces (BCIs) represents a frontier in blending human cognitive capabilities with computational power. This article explores the concept, market landscape, business opportunities, and a five-year outlook in the realm of BCIs. Introduction The dawn of the 21st century has ushered in a new […]

Computing Power & LLMs

In the digital age, the pursuit of enhanced computing power is more than a mere technological endeavor; it’s a critical imperative that shapes the trajectory of innovation, environmental sustainability, and economic competitiveness. The exponential growth in computing capabilities, often exemplified by Moore’s Law, has propelled advancements across various sectors, from healthcare and finance to entertainment […]

Deploying AI & Robots (Part Two)

Part Two: Approaching the Realization of AI/Robot Deployment Gains Using a Job by Job Discrimination This is Part Two of a three-part-series. The other Parts are: Part One: A Strategic Move That Cannot Be Ignored (https://www.linkedin.com/pulse/deploying-ai-robots-3-part-series-achim-lelle-apvgf) Part Three: A Two-Phase Approach to Realize the Gains for AI and Robot Deployment Introduction In the evolving landscape […]

Deploying AI & Robots (Part One)

Part One: A Strategic Move That Cannot Be Ignored This is Part One of a three-part-series. The following Parts are: Part Two: Approaching the Realization of Gains Using a Job by Job Discrimination Part Three: A Two-Phase Approach to Realize the Gains for AI and Robot Deployment Introduction In an era where digital transformation dictates […]

The Dawn of Artificial General Intelligence

Introduction At the frontier of technological innovation, Artificial General Intelligence (AGI) stands as a transformative force poised to redefine the interplay between humans and machines. Unlike narrow AI, which excels in specific tasks, AGI aims to match human cognitive abilities, enabling machines to perform any intellectual task that a human can. This leap forward promises […]

AI Training – Mirror of Society

Can AI develop Decency? A recent AI mishap prompted me to notice, that AI may actually – in some cases – help us to act more human than our average day-to-day dealings with each others would suggest. In light of all the things going wrong with AI (halluzinations, bias, wrong priorities, etc.) this may sound […]

AI Transformation as OCM Initiative

Navigating the Future The dawn of an AI revolution is not just looming on the horizon—it’s already reshaping our world, demanding immediate and decisive action. As Artificial Intelligence (AI) weaves its way into the very fabric of our workplaces, it brings a wave of transformative potential that can elevate operational efficiency, innovation, and competitiveness to […]