Data & Magic

Chapter 34: Extraction, Modelling, Manipulation, & Analysis – EMMA



He'd quickly realized that this ability, this "data magic," was unlike anything he'd read about in fantasy novels, unlike anything Julia had described. It wasn't about chanting incantations, waving wands, or manipulating the elements. It was about information, about accessing, processing, and visualizing data in a way that defied the limitations of physical reality.

He'd settled, for lack of a better term, on the acronym EMMA: Extraction, Modelling, Manipulation, & Analysis – the fundamental elements of data and analytics. It was a simplistic, almost childish name, a far cry from the elegant terminology of traditional magic, but it captured the essence of the ability, the core functions that defined its potential. It was a system for extracting data from the world around him, for modelling that data into visual representations, for manipulating those representations to gain insights, and for analysing the results to draw conclusions, to predict outcomes, to understand the underlying patterns of reality.

The EMMA system, he discovered, was remarkably versatile, capable of displaying a wide range of information in a variety of formats. He could summon heat maps, bar charts, line graphs, scatter plots, even rudimentary 3D models, all projected in shimmering, ethereal light, all responsive to his thoughts, to his mental commands. It was like having a holographic computer interface, a magical version of the data analysis tools he'd used in his previous life, but with one crucial difference: it was intuitive, instinctive, requiring no physical input, no keyboards, no touchscreens, no complex commands. He simply thought about the data he wanted to see, and EMMA presented it to him, in a form he could readily understand.

He also realized, through trial and error, and more than one dizzy spell, that EMMA didn't require the complex runes or incantations that characterized traditional magic. It seemed to operate on a different principle, a direct manipulation of mana, guided by his thoughts, by his intentions, by his innate analytical abilities. It was as if his mind, trained in the language of data, had found a new way to communicate with the magical energies of this world, a shortcut, a hack, that bypassed the traditional methods.

But EMMA, for all its potential, was not without its limitations. William quickly discovered that his ability to use the system was directly tied to his mana reserves. Simple visualizations, like the initial heat map or the bar chart of their journey, required minimal energy, allowing him to sustain the display for extended periods. But more complex manipulations, detailed analyses, or the creation of intricate 3D models, drained his mana rapidly, leading to the familiar symptoms of backlash: dizziness, nausea, exhaustion.

It was like running a complex software program on an underpowered computer. The more demanding the task, the slower the processing speed, the greater the strain on the system. He could visualize the data, he could summon the displays, but he couldn't always process it efficiently, couldn't always extract the meaningful insights he sought, without risking another debilitating episode of mana exhaustion.

He also discovered that EMMA's "data extraction" capabilities were, for the moment, limited by his own senses, by his own ability to perceive the world around him. He could visualize data related to things he could see, hear, touch, or smell. He could track the movements of people, analyse the patterns of combat, even assess the composition of a simple object, like the stone he used for his Light spell. But he couldn't access information that was hidden from him, couldn't see through walls, couldn't read minds, couldn't predict the future with any degree of certainty. EMMA was a tool, a powerful tool, but it was not omniscient. It amplified his existing abilities, enhanced his perception, but it didn't grant him supernatural powers.

Another limitation, one that he found both frustrating and intriguing, was the speed of the analysis. While the visualizations themselves appeared almost instantaneously, the underlying calculations, the processing of the data, took time. It wasn't real-time analysis, not yet. Simple tasks, like generating a bar chart, were relatively quick, but more complex analyses, like trying to predict an opponent's movements in combat, could take several seconds, even minutes, to complete. It was like running his data analysis programs on an old, outdated laptop, the processing speed lagging behind his requests, the results delayed by the limitations of the system.

And then there was the problem of explanation. EMMA's visualizations were visible only to him, a private display projected directly into his mind's eye. He couldn't simply point to a glowing chart and expect others to understand it. He would need to find a way to translate the information, to communicate his insights in a way that made sense to people who had no concept of data analysis, of statistical modelling, of the complex language of numbers and patterns. He would need to become a storyteller, a translator, bridging the gap between his two worlds.

Despite these limitations, William was convinced that EMMA was a game-changer, a potentially revolutionary ability that could give him a significant advantage in this world. He could use it to analyse combat situations, to identify weaknesses in enemy defences, to predict the movements of opponents, to optimize his own strategies. He could use it to assess the properties of materials, to understand the mechanics of magic, to decipher the secrets of this new reality. He could use it to help Julia, to protect her from her family, to guide them through the dangers that lay ahead.

He just needed to learn how to control it, how to master it, how to use it effectively without draining his mana and collapsing in a heap.

He also discovered, through careful experimentation, that EMMA seemed to be... growing. With each use, with each new visualization, with each analysis he performed, the system seemed to become slightly more efficient, slightly faster, slightly less demanding on his mana reserves. It was as if EMMA was learning, adapting, evolving alongside him, its capabilities expanding as his own understanding of magic deepened. He wasn't sure how this was possible, whether it was a function of his own growing magical power, or whether EMMA itself possessed some kind of inherent learning capacity. It was another mystery, another layer of complexity to this already enigmatic ability. A mystery that he intended to explore.

He spent hours in the Guild's training yard, practicing his swordsmanship, honing his reflexes, building his physical endurance. And then, in the quiet solitude of his small, sparsely furnished room, he would experiment with EMMA, pushing his limits, exploring its capabilities, meticulously documenting his findings in a small, leather-bound journal he'd purchased from a local scribe.

He developed a rudimentary ranking system, a way to quantify the abilities of others, based on his observations and his limited interactions. He assigned numerical values to various attributes – strength, speed, agility, magical power – creating a crude but effective system for comparing individuals, for assessing potential threats, for identifying potential allies. He knew it was a subjective measure, based on incomplete data, but it was a start, a framework for understanding the power dynamics of this new world. He knew he needed to refine this system, to make it more objective, more accurate, more comprehensive. But for now, it served its purpose, providing him with a basic understanding of the relative strengths and weaknesses of those around him.

He knew, for example, that Edward was far stronger than him, physically, a seasoned warrior with years of experience. He knew that Julia was far more powerful, magically, a skilled mage with a vast reservoir of mana. He knew that Borin, despite his age, possessed a presence, an authority, that commanded respect, a hint of the legendary power he must have wielded in his youth. And he knew that he, William Shard, was still a novice, a beginner, a man with much to learn, but with a unique ability that might just give him an edge, a chance to survive, to thrive, to make a difference in this world. William developed a character sheet guide to enable him to categorise and assess everyone, both friend and foe, as he believed in Sun Tzu's philosophy from the Art of War "If you know the enemy and know yourself, you need not fear the result of a hundred battles."

Two weeks passed in this manner, a period of intense training, of self-discovery, of quiet preparation. William honed his skills, expanded his knowledge, and gradually, painstakingly, began to master his newfound abilities. He was still a long way from being a warrior, or a mage, but he was no longer the helpless, clueless outsider he'd been when he'd first arrived in Aver. He was becoming something more, something different, a hybrid of two worlds, a fusion of logic and magic, a man with a unique perspective and a growing sense of purpose.

Finally, after what seemed like an eternity of waiting, word arrived. Borin had secured a meeting with Lord Marshal Sir Gerald, the commander of Aver's military forces. The meeting was scheduled for two days hence. The time for preparation was over. The time for action had come.


Tip: You can use left, right, A and D keyboard keys to browse between chapters.