All Chapters of I Know What Science Doesn’t: Chapter 21
- Chapter 30
77 chapters
Chapter 021
The next morning, Daniel Hayes stood in a vacant office on the third floor of the Applied Electromagnetics Lab. Three desks had been pushed together in the room, and one of them was buried under a mountain of handwritten notes. The computer screen displayed dense columns of experimental data files."These files contain experimental data for the research," Daniel Hayes explained to the three men gathered around him. "All publicly available datasets I could find." He gestured to several folders on the screen. "The files below contain algorithms for analyzing the data, along with output value logs."He slapped the stack of handwritten materials. "And all of this is manual analysis."Miles Carter and his two colleagues stared at the pile, their jaws slack with disbelief.Miles Carter flipped through a few pages, unable to stop himself from asking, "You did all of this yourself?"Daniel Hayes nodded. Those pages represented more than ten days and nights of relent
Chapter 022
"Huff... huff..."Daniel jogged at a steady pace until he reached the commercial strip inside campus. The street was lined with small restaurants catering to the university crowd, students and faculty alike. He picked a noodle shop and ordered beef noodle soup with a braised egg, then splurged a little with a cold side dish and a drink.While waiting for his food, a voice called out from behind him."Daniel Hayes?"He turned to see three people seated at a nearby table. Two middle-aged men and a woman wearing thick-framed glasses. From their bearing and attire, they all looked like university staff.Daniel recognized the man who'd spoken. "Edmund Cole!"Edmund Cole corrected him with a wave. "Just call me Professor."He patted the empty seat beside him. "Come sit with us. Let's chat."Daniel couldn't refuse and moved over to join them.Professor Cole gestured to the man beside him. "This is Russell Grant. Next semester, he'll be teaching
Chapter 023
Academic Reputation: -168.Upgrade requirement for Academic Reputation: 1000.The contrast in numbers was stark.Daniel Hayes studied the display, beginning to grasp what Academic Reputation actually measured.It shouldn't just be counting negative attention. That news story reached so many people, but the value stayed at negative 168. Too low for general public exposure.Which meant Academic Reputation was confined to the academic circle. A metric of influence among scholars, not laypeople.The data fabrication scandal had tanked his standing, though he had that video and Aldridge University to thank for limiting the damage. Moving forward, if he wanted to publish new research, he'd need to track its reception closely. Weekly citation counts, evaluations from established researchers, the whole ecosystem. That would reveal how publications translated into reputation points.Two obstacles stood between him and the next system upgrade. Academic Reput
Chapter 024
Miles Carter and his team spent three full days presenting the research.The "special task force" at the development base endured all three days of lectures.Miles talked himself hoarse, but working through the explanations finally clarified the concepts he'd struggled with.The engineers on the special task force felt like their brains were about to explode. Three sections proved especially difficult, and most failed to grasp them.Manual calculation of output values, approximate transformation, and numerical convergence verification. The first two were manageable enough that most people at least understood what needed to be done and where the difficulty lay.Numerical convergence verification, though? Hardly anyone understood it. Some couldn't even follow the logical relationships involved.When the presentation finally ended, the engineers exhaled in collective relief.They started discussing among themselves. "That was just the verification pro
Chapter 025
In February, a doctoral student had been publicly expelled from Aldridge University for academic misconduct. By March, he had already enrolled at Kingsley University."That's insane.""What kind of connections does this guy have? He's here on campus doing a PhD and teaching as a teaching assistant for Atomic and Molecular Physics, all after getting caught up in a scandal like that.""Money and connections really do open every door.""He looks really young, too."The story had all the ingredients of a campus sensation, and it spread accordingly. Simon Cross heard about it from someone in his dorm and passed it along without a second thought. His dormmates did the same. Word moved fast, jumping from one conversation to the next until someone decided to post it on the campus forum, and from there it spilled onto the broader internet.A new thread appeared on Kingsley University's campus forum under the title: "Spotted: A PhD student with connections that r
Chapter 026
Geoffrey Hale brought his team to Kingsley University because after careful analysis, they had realized the difficulty of refining the semiconductor model had become utterly unmanageable.They had assembled over a dozen specialists, yet a single data set took the entire team a full day. A large-scale experiment contained dozens of sets, and the facility had properly documented more than a hundred runs.How long would it take to process all of that?Miles Carter and several other top engineers all recommended partnering with Daniel Hayes.Geoffrey Hale thought it was unreliable. Even if the guy was capable, what could one person actually accomplish? The facility had plenty of elite talent, mathematicians with exceptional skills everywhere you looked, and all of them specialized in semiconductor research with cutting-edge theory and technical expertise."Maybe if he does a live calculation and analysis, we'll spot something we overlooked, or figure out a short
Chapter 027
Geoffrey Hale froze. He hadn't expected Daniel Hayes to refuse so decisively, with such unwavering resolve written across his face.He couldn't wrap his head around it.A doctoral candidate being offered a position in a high-tech company's R&D division, stepping directly into the role of research team leader with a salary of two million plus annual profit sharing.How could that not be enticing?Forget doctoral students. Even well-known university professors would have to seriously consider an offer like that.As for his studies, he could complete his doctorate part-time while working. For top-tier talent, academic credentials mattered less than experience. Leading a project team at a major research institution carried far more weight than any doctoral diploma. That kind of resume was a passport into semiconductor industry R&D.So how could he turn it down so cleanly?He said... he wanted to continue his doctorate under Dr. Vance at Kingsle
Chapter 028
The dial tone droned on in a steady rhythm.Vera Sutton held the phone to her ear, frozen for a long moment. Finally, Adrian Webb across from her asked, "That was Dean Dawson from the mathematics department, wasn't it?""It was."Vera nodded woodenly, her expression locked in place. She genuinely couldn't make sense of it. A public opinion crisis triggered by a newly enrolled doctoral student, and Victor Howe from the administration office had said to "take a firm stance and not back down." Malcolm Cole from the Department of Physics hadn't said a word, yet Henry Dawson from the mathematics department had come out swinging, even declaring that anyone with a problem could come to him directly.What was going on?When handling online controversies, shouldn't the standard procedure be to form an investigation committee, conduct an inquiry, and then hold a meeting to decide on a course of action? Why was everyone being so aggressively protective?"What kind
Chapter 029
The afternoon light fell quiet over the Washington University Center for Mathematics, where Patrick Sloan sat hunched over a freshly printed manuscript.The paper was titled " Approximate Transformations of Seven Higher-Order Canonical Forms," slated for publication in the upcoming issue of the Journal of Applied Mathematics. The subject matched its title precisely: a systematic treatment of approximation methods for several high-order canonical forms. Patrick had served as the peer reviewer, and he had given it one of the highest evaluations he could remember writing in years. Yet even after the review was complete and the paper cleared for publication, he found himself unable to set it down.He wanted to calculate it himself. He wanted to know, with his own hands, just how close these approximations really were, and how much their variance would actually affect the final solutions to the equations.He ran the numbers again and again. Each iteration confirmed what th
Chapter 030
Aldridge University, College of Natural Sciences, Office of Administration. Administrative Director Gregory Finch had been closely following the public controversy surrounding Daniel Hayes's admission.From the beginning, he'd watched with a certain schadenfreude, even relishing the spectacle. He still remembered that confrontation in the student dormitory when Daniel had refused to retract his paper."If I'm humiliated, that's my choice!"Being rebuffed so bluntly by a student still stung. He could feel the heat rising in his face just thinking about it.Now he just hoped the whole mess would blow up even bigger. Serves him right.But his satisfaction was short-lived. Kingsley University released a statement firmly defending Daniel Hayes, and the online discourse began to shift. People started questioning Aldridge University's investigation and handling of the case.Gregory felt his composure crack. "Still asking who's right and who's wrong? Of course