Oh no! I've only been a freshman and I've already been targeted by a mean upperclassman.

The lecture hall was so quiet you could hear a pin drop.

Hundreds of eyes, like spotlights, were fixed on the figure walking toward the podium.

Tall, upright, and composed.

With every step he took, it felt as if he were stepping on everyone's hearts.

"Holy crap, Lao Li really dared to go for it?" Wang Qiang's voice trembled, half from nervousness and half from excitement.

"Oh no, oh no, this is going to be a disaster." Zhao Zixuan covered his face, unable to bear looking at himself.

"Based on the existing data, the probability that Li Chen can write the correct answer on the blackboard is less than 0.01%."

Chen Mo calmly pronounced the "death sentence," but the speed at which he typed on the keyboard betrayed his inner turmoil.

In the front row, Li Hao leaned back in his chair, arms crossed, a cruel sneer on his lips.

He could already imagine what would happen next.

In front of the whole class, Li Chen held the chalk awkwardly, unable to write a single word.

Or, they might write some flawed code haphazardly, only to be mercilessly refuted on the spot by Professor Liu Yidao.

Finally, amidst everyone's laughter, he slunk off the stage.

From then on, the aura of "Fierce God" faded, leaving only a joke.

Just thinking about that scene gave Li Hao a morbid sense of pleasure.

He was determined to use his greatest strength and pride—his intelligence—to completely crush this guy who rose to power through looks and brute force.

Let him understand that in the world of true elites, he is worthless.

Li Chen walked onto the podium.

He didn't immediately go to get the chalk.

Instead, he stood in front of the blackboard, quietly looking at the complex problem and the system model full of logical traps.

Time passed second by second.

The air in the classroom seemed to freeze.

"Why haven't you written it yet?"

"No way, they really went up there to stand as punishment?"

"I knew it, how could a sports student possibly know this..."

The murmurs below began to buzz like mosquitoes.

Professor Liu Yidao stood to the side, expressionless, but the impatience in his eyes was becoming increasingly obvious.

What he hates most is wasting time.

Li Hao's smile deepened.

Just when everyone thought this farce was about to end with Li Chen being publicly humiliated,

Li Chen made a move.

He picked up a piece of white chalk and twirled it twice between his fingertips.

"clatter."

The end of the chalk tapped the blackboard lightly, producing a crisp sound.

The entire classroom fell silent instantly.

Unlike Li Hao, he didn't start by talking about "multi-level feedback queues" or "aging mechanisms".

He didn't even write a single line of code.

The first thing he did was draw a circle on the blank right side of the blackboard.

In the circle, two words were written:

"resource".

Then he drew several boxes to represent different "processes".

He used arrows to connect the boxes and circles, creating a simple state transition diagram.

"What is he doing?"

"Drawing? Is this an art class?"

The students below were completely dumbfounded.

Li Hao also frowned; he couldn't understand Li Chen's approach.

This is neither pseudocode nor a flowchart; it's more like a... philosophical deconstruction of concepts.

So make a fool of yourself.

Li Hao sneered inwardly.

However, for the first time, a strange light flashed in Professor Liu Yidao's usually calm eyes, who was standing beside the podium.

He recognizes this methodology.

This is not something from the field of computer science.

This is the "state-space method" derived from cybernetics and systems engineering.

An extremely abstract analytical tool that can pinpoint the essence of a problem from the highest dimension.

Is this how you think about algorithmic problems?

interesting.

Li Chen ignored everyone's gaze.

He was immersed in his own world.

The chalk seemed to come alive at his fingertips.

"Shhh..."

The sound of chalk slicing across the blackboard became the only sound in the classroom.

He began to label the "conditions" and "costs" for switching between those states.

A series of variables were introduced, including "time slice", "priority decay" and "preemption threshold".

He didn't write any specific formulas; he simply used the most concise logical symbols to construct a multi-dimensional decision-making model.

In the classroom, most of the students were already confused and drowsy.

They had absolutely no idea what those scribbles on the blackboard represented.

But Li Hao, sitting in the front row, gradually changed his expression.

From initial disdain, to confusion, and then to solemnity.

He is also an extremely intelligent person.

He gradually came to understand.

Li Chen wasn't drawing.

He is... building a completely new mathematical model!

This model completely breaks out of the framework of traditional operating system theory.

Instead of optimizing the "queue", it transformed the problem into a dynamic programming problem of finding the optimal path in a multi-dimensional state space!

This line of thought...

too crazy!

That's... genius!

Li Hao's heart sank suddenly.

An ominous premonition enveloped him.

"Damn, why do I feel like Lao Li isn't just writing nonsense?" Wang Qiang whispered.

"His blackboard writing has a kind of...structured beauty." Zhao Zixuan also noticed something.

"He's reconstructing the problem." Chen Mo's breathing became somewhat rapid. He stared intently at the blackboard, his fingers frantically typing on the keyboard, trying to replicate Li Chen's logic.

"He didn't solve the problem; he defined a new problem that's easier to solve!"

Just then, Li Chen stopped writing.

The right side of the blackboard was already filled with logic diagrams and symbols he had drawn.

He turned around and glanced at the audience.

Then, he picked up another piece of red chalk and drew a dividing line on the left side of the blackboard.

He started writing actual pseudocode.

If the logical construction just now was an art of abstraction...

So now, it's a matter of precision engineering.

His coding style is just like him.

Concise, efficient, and without a single unnecessary word.

The variable names are clear, and the logical hierarchy is distinct.

What shocked all the computer science students even more was that he used an extremely concise, even "stingy" syntax.

He used almost no complex control structures.

He cleverly resolved a large number of logical judgments using bitwise operations and mathematical techniques.

This is no longer writing code.

This is poetry.

A sonnet constructed with 0s and 1s, full of rhythm and beauty.

Cold sweat beaded on Li Hao's forehead.

He discovered that he could understand every line of code Li Chen wrote.

But when he put them together, he couldn't understand the underlying logic at all.

The feeling was like that of an elementary school student looking at a calculus textbook.

He recognized every number and every symbol.

But the magnificent and profound mathematical world they represented was completely beyond his reach.

How is that possible?

How is this possible?!

How could someone famous for fighting possibly have such terrifying expertise in the field of algorithms?!

He must have memorized it!

Yes, he must have happened to see the solution to this problem somewhere and then memorized it by rote!

Li Hao could only use this reason to comfort his crumbling pride.

Professor Liu Yidao was completely captivated by the content on the blackboard.

Without realizing it, he walked to the center of the podium, less than half a meter away from the blackboard.

He adjusted his glasses, his eyes wide as saucers, as if afraid of missing a single detail.

He was still muttering to himself.

"Using bitmasks to mark process states... genius!"

"The core of temporal complexity has been transformed into a Fibonacci heap insertion and deletion problem... Genius!"

"This...this isn't optimization, this is a complete dimensional reduction attack!"

Li Chen finally finished writing the last line of code.

`return result`

The core part of the entire algorithm is complete.

Everyone thought he would stop and let out a long sigh of relief.

But he didn't.

He put down the red chalk and picked up a white one.

He drew another horizontal line below the algorithm.

Then, he wrote a title that plunged the entire room into dead silence once again.

Part Two: The inherent logical paradox of the "static resource pool" assumption in this problem setting and its correction.