Counterattack starts with controlling probability

"Li Hao, what a troublesome guy." The trader smiled slightly, with a hint of coldness in his tone.

"He is indeed very smart. He used the derivatives market and probability analysis to accurately target some of our strategies. But people who are too smart often become overconfident," said another analyst in a suit, with a hint of contempt in his eyes.

The trader put down his wine glass and turned his gaze to the screen: "It's time to make him understand that winning in the capital market doesn't rely solely on probability and analysis."

Soon, the capital group's counterattack plan was launched.

They decided to use cross-market linkage to counter Li Hao's strategy.

Through precise operations, they transferred funds from the stock market to the foreign exchange and futures markets, and at the same time created a series of inducing signals in the stock market to attract Li Hao and his team to follow suit.

"The first step is to disrupt his predictions." The trader pointed to the volatility data on the screen. "Use block trades to drive down the prices of certain key assets, while simultaneously establishing opposite positions in the derivatives market. Li Hao's model relies on market signals, and we need to turn these signals into traps."

Through multi-level fund allocation, the capital group created a series of false moves in the market.

On the surface, the prices of some high-quality assets are gradually stabilizing, attracting follow-up funds in the market;

But in fact, these funds have been quietly hedged by capital groups behind the scenes, magnifying profits through futures and foreign exchange markets.

In his dormitory at Berkeley, Li Hao was staring at the data on the screen.

His model shows new volatility in the market, while prices of some assets appear to be returning to fundamentals.

"It looks like they are retreating," Xu Lei said in the video conference, with a hint of relief in his tone.

"It's not that simple." Li Hao shook his head, a hint of caution in his eyes. "The Capital Group won't give up so easily. This might be a bait."

Despite their doubts, the market trends and data feedback led the team to decide to proceed.

Li Hao used the strategy model of New Star Investment to establish reverse positions in several key assets, hoping to further disintegrate the capital chain of the capital group.

However, when the market entered the next trading day, the situation changed.

Li Hao found that his positions began to suffer losses rapidly and the market trend was completely contrary to expectations.

"What's going on?" Xu Lei asked anxiously.

"They've changed their strategy." Li Hao stared at the screen, his brow furrowed. "This is a targeted counterattack. They're collaborating across multiple markets, trying to lure us into their trap."

As the market continued to change, Li Hao's team had to liquidate their positions and stop losses to avoid greater losses.

However, this counterattack caused them to lose a considerable amount of money in just a few days and even shook their overall judgment of the market.

In the luxurious room, a sneer played on the trader's lips. "Smart people often have a fatal weakness: they believe they can always see through everything. But in the capital market, fog is the best weapon."

"Li Hao has begun to retreat," the analyst reported. "His team is adjusting their strategy to try to avoid losses."

The trader nodded, a hint of sarcasm in his eyes. "In the capital market, the strong always make the rules. Tell our team to start the next step - increase leverage and launch a full-scale counterattack."

Faced with a brief defeat, Li Hao was not discouraged.

He sat quietly in front of the screen, reviewing every detail of the entire incident.

He knew that the capital group's counterattack was not accidental, but a planned and in-depth layout specifically targeting his holdings.

"They took advantage of my model's signal-dependent nature," Li Hao muttered to himself. "This time, I made a mistake in judgment, but that doesn't mean the game is over."

He began to reanalyze the data and, combined with the abnormal market fluctuations, tried to find the real intentions of the capital group.

He understood that this was not only a competition in the market, but also a game of psychology and strategy.

"Since they can make a big deal about multi-market linkage, I also need to break the routine and find their core weaknesses."

At night on the Berkeley campus, quiet lights shine on the ancient buildings, and there is a hint of coolness in the wind.

Li Hao sat at his desk in the dormitory, his screen filled with data charts and complex algorithm simulations.

Liu Xia beside her had fallen asleep. Several days of high-intensity work and study had left her exhausted.

But Li Hao was still nervous.

He was used to working late at night like this, but this time, the atmosphere was more solemn.

"Laopi, this opponent is no pushover. The fact that they were able to organize such a targeted counterattack in such a short time is enough to prove that they are stronger than any opponent we have encountered before."

Li Hao muttered to himself.

In his mind, Lao Pi's familiar voice echoed, his tone as calm as ever.

The advantage of capital groups lies in their multi-market linkage. They use cross-market manipulation to conceal their main operating paths. The key to finding a breakthrough point is to understand their capital flow logic.

"The logic of capital flow..." Li Hao leaned back in his chair, staring at the capital flow chart flashing on the screen, his eyes gradually focused.

With the help of Lao Pi's analytical ability, Li Hao began to trace back the historical operations of the capital group.

He retrieved market data from recent weeks and, combined with quantitative models, conducted a multi-dimensional analysis of the capital group's capital flows, trading volume, and market fluctuations.

"Their funds...are switching at a specific rhythm." Li Hao circled several key points with his mouse. "These nodes are the core hubs for their market manipulation."

Lao Pi's voice sounded in his mind.

They quickly switch funds between the foreign exchange market, futures market, and stock market, taking advantage of the different characteristics of each market to maximize profits. However, this process requires a core pool of funds as support.

"Core funding pool?" A glint flashed in Li Hao's eyes. "If we can find this funding pool and disrupt it, we can bring down their operating chain."

As the analysis deepened, Li Hao discovered a detail: there was an abnormal cross-border transaction in the capital flow of the capital group in the foreign exchange market.

The transaction amount was huge, but it was split into multiple small transactions and carried out separately. On the surface, it seemed to be irregular, but in fact it was covering up some operations.

"What are they trying to hide?" Li Hao whispered and began to retrieve more relevant data.

Through further analysis of trading time and frequency, he finally captured a key pattern: the flow interval of this fund was highly consistent with the establishment time of certain futures positions.

"Laopi, they're using this core pool of funds to support leveraged operations in multiple markets simultaneously," Li Hao said with a hint of excitement. "If we can create chaos in this pool of funds, we can completely disrupt their operating rhythm."

[That's right, but this requires precise timing of intervention] Lao Pi reminded.

In the next few days, Li Hao analyzed the data and began to plan a counterattack through remote command from New Star Investment.

"Brother Lei, we need to create a liquidity shock in the foreign exchange market," Li Hao said during the video conference. "At the same time, establish some reverse positions in the stock and futures markets to disrupt their core funding pool."

Xu Lei frowned. "Li Hao, this operation is very risky. If our judgment is slightly off, we may lose more money."

"I know, but their strategy is showing signs of fatigue. This is the perfect time for us to strike back." Li Hao said firmly, "Believe me, we have a better chance of winning."

Lao Pi's ability gave Li Hao a deeper insight into the market trends.

He made plans in multiple markets at the same time, interfering with the core funding pool of the capital group and putting greater pressure on the other party's capital chain.

One morning, the moment the market opened, a sudden wave of capital flows triggered violent fluctuations in the foreign exchange market.

This fluctuation directly affected the core capital pool of Capital Group, forcing them to adjust their positions in the futures market.

At the same time, Li Hao's team's reverse operations in the stock market further exacerbated market uncertainty.

The situation that the capital group had originally tried to stabilize suddenly became difficult to control.

"Li Hao, their funding chain has begun to become disrupted!" Xu Lei excitedly reported during the video conference. "Some futures positions have triggered liquidation conditions!"

Li Hao looked at the data on the screen, his lips curled up slightly. "This is just a warning to them. Besides, the more anxious they are to make adjustments, the more weaknesses they will expose."

In the gorgeous room, the trader looked at the fluctuating data on the screen with a frown.

"They've found our funding pool," an analyst said anxiously. "The volatility of the foreign exchange market has disrupted our operational chain, significantly reducing the efficiency of fund allocation."

The trader sneered, "Li Hao is indeed not an easy opponent to deal with. But the game of the capital market is never over with one or two counterattacks. Tell the team to activate the backup plan. We have a backup plan."

"Li Hao's actions have indeed disrupted our capital chain," the analyst reported in a low voice, beads of sweat oozing from his forehead. "But this is only a local disruption. He may have underestimated our full market penetration."

The trader tapped the table lightly, a sneer on his face. "In the game of capital, victory or defeat is never determined by one or two trades. The true winner often turns the tide in the most unexpected places."

He turned to look at the strategic team beside him, his tone icy, "Launch Project Abyss."

The analyst looked surprised. "You mean... that plan? Is it too early to use it now?"

The trader's gaze was sharp as a knife. "Li Hao's counterattack was indeed brilliant, but it also exposed his weakness. He relies too much on data and probability. As long as we create enough noise in the market, his model will become useless."

The team members quickly got into the state, and distribution maps of several market sectors appeared on the screen, with multiple hidden fund accounts and derivative positions marked on them.

The trader slowly stood up, his gaze fixed on a prominent mark on the screen. "We will simultaneously detonate several key market points, creating the illusion of a chain reaction. His team will panic, his funds will be dispersed, and we will secretly complete the real layout."

He paused for a moment, a smile on his face: "Li Hao thought he won, but the real game has just begun."