Summary of "The Art of Investment"

Key Plot Points

• Han Luyi finishes a business meal with He Yunshen and prepares to leave for the high-speed rail. He Yunshen walks him out and gives him cryptic but important advice: a growing company will attract envy and “monsters”; investment is the “art of compromise,” and he offers help if Han ever runs into trouble in Beijing.
• Han Luyi accepts a ride from He Yunshen’s van. On the way, he receives a call from Zhou Han (State Grid Power Investment), who knows he is in Beijing via Cloudrim Data Center’s boss. She urgently invites him to meet about Dingsheng’s new large model, “Kun Yuan.”
• Han Luyi agrees, changes destinations to Financial Street, and tells Liu Huo to rebook tickets and arrange a hotel — he is staying overnight.
• Back at Source Code Technology in Haicheng, operations run smoothly without Han Luyi. Su Niannian effectively acts as CEO. Lu Mingzhou reviews strong cash flow: BugKiller growth has slowed, but Open Things is growing via niche-industry expansion, with higher conversion rates and spending. Riding the Wind’s paid tier is highly profitable.
• Lu Mingzhou is preparing the transition of API fees from NeusAI to Source Intelligence Technology’s new model, which must be priced at market standards to withstand audits.
• Lu Mingzhou receives an unexpected call from Zepeng Capital, an influential pre-IPO investment firm. He is surprised they are contacting Source Code Technology.

Character Developments

• He Yunshen acts as a mentor, showing real investment in Han Luyi’s long-term success and hinting at political/business risks ahead.
• Han Luyi stays humble and alert, quickly adjusting his schedule to respond to a strategic opportunity.
• Liu Huo is slightly off his usual form, nervous enough not to quote a proverb; Han Luyi teases him lightly, showing their comfortable working relationship.
• Su Niannian has grown into a full-fledged operational leader, handling most decisions in Han Luyi’s absence.
• Lu Mingzhou is methodical and audit-conscious, and now becomes a point of external attention from major investors.

Significant Themes

• Investment as compromise and relationship management.
• The dangers of success: envy, outside interference, and the need for political savvy.
• The evolution from startup to larger company brings new pressures and unwanted attention.
• Strategic transitions (pricing, model migration) must be handled carefully to maintain credibility.

Character Interactions

• He Yunshen → Han Luyi: Offers guidance, goodwill, and a networking lifeline.
• Zhou Han → Han Luyi: Leverages a prior relationship to pull him into a timely discussion about Dingsheng’s new model.
• Han Luyi ↔ Liu Huo: Light teasing and efficient coordination.
• Lu Mingzhou ↔ Zepeng Capital: Cold, polite initial contact from an unexpected major investor, suggesting new external interest in the company.

Key Plot Points and Events

• The author announces their first monthly ticket bonus chapter, scheduled to release on June 1st at midnight.
• The bonus chapter is a complete story over 9,000 words long.
• To unlock and read the bonus chapter, users must enter the bonus chapter section and use a monthly ticket, with advance voting not counting towards unlocking it.

Character Developments

• No significant character developments are mentioned in this chapter as it primarily focuses on the bonus chapter's release details.

Significant Themes

• The theme of anticipation and excitement is prevalent, as the author builds hype for the upcoming bonus chapter.
• The chapter also highlights the importance of engagement and interaction with the story, as readers must actively unlock the bonus chapter.

Character Interactions

• There are no character interactions mentioned in this chapter, as it is a meta-narrative focusing on the bonus chapter's release rather than the story's characters or events.

Key Plot Points and Events

• The story begins in the grimy, rain-soaked streets of Origin City at night.
• The protagonist, Caden, a former detective turned private investigator, is hired by a mysterious client, known only as "Mr. Smith," to find a missing person, Alice.
• Caden's investigation leads him to a seedy bar, The Rusty Anchor, frequented by the city's underbelly.
• He encounters resistance from the bar's patrons and the bartender, who refuse to provide information about Alice.
• Caden discovers a hidden room in the bar, where he finds a cryptic message written on a mirror.

Character Developments

• Caden: He is portrayed as a determined, resourceful investigator, willing to navigate the city's dark underbelly to find Alice. His past as a detective is hinted at, suggesting a complex backstory.
• Mr. Smith: The client remains enigmatic, providing little information about Alice or his motives.

Significant Themes

• Corruption: The city's underworld and the bar's patrons hint at a wider corruption in Origin City.
• The Search for Truth: Caden's relentless pursuit of information about Alice reflects the theme of uncovering hidden truths.
• The Dark Side of the City: The nighttime setting and grimy atmosphere emphasize the duality of the city, contrasting its seedy underbelly with its daytime facade.

Character Interactions

• Caden interacts with various unsavory characters at The Rusty Anchor, including a bartender who refuses to cooperate and patrons who threaten him.
• Caden's interaction with Mr. Smith is limited, as the client remains distant and uncommunicative.
• Caden's past is alluded to through his interactions with the city's inhabitants, suggesting he has history with some of them.

Key Plot Points and Events

• Sun Hong, an Investment Director at Zepeng Capital, cold-calls Lu Mingzhou, seeking to invest in Source Code Technology.
• Sun Hong praises Source Code's growth and hints at a potential STAR Market listing.
• Lu Mingzhou is uncomfortable with Sun Hong's arrogant attitude and lack of information about Zepeng Capital.
• Lu Mingzhou discovers that Zepeng Capital might be a front for unknown investors and seeks advice from an old friend in the investment banking sector.

Character Developments

• Lu Mingzhou: Becomes cautious and suspicious of Sun Hong's intentions, decides to investigate Zepeng Capital.
• Sun Hong: Reveals an arrogant and pushy attitude, hinting at his company's influence and experience in capital markets.

Significant Themes

• Power Dynamics: Sun Hong's attitude reflects the power dynamics between potential investors and target companies.
• Trust and Caution: Lu Mingzhou's caution and decision to investigate Zepeng Capital highlight the importance of trust and due diligence in business relationships.

Character Interactions

• Lu Mingzhou & Sun Hong: Their conversation reveals Sun Hong's pushy and arrogant attitude, while Lu Mingzhou remains professional but guarded.
• Lu Mingzhou & Old Friend: Their conversation provides Lu Mingzhou with valuable information about Zepeng Capital, suggesting that the old friend is reliable and well-connected in the industry.

Key Plot Points and Events

• Lu Mingzhou receives a call from Zepeng Capital, expressing interest in investing in Source Intelligence Technology.
• Su Niannian and Lu Mingzhou decide to meet with Zepeng Capital the next day to understand their intentions.
• Han Luyi meets with Zhou Han, who expresses concern about Dingsheng's Kun Yuan potentially replacing Glutinous Rice Ball in State Grid's AI integration plans.

Character Developments

• Su Niannian: Shows calm and composure in the face of uncertainty, demonstrating her ability to lead the company.
• Han Luyi: Exhibits strategic thinking and adaptability in navigating the potential threat from Kun Yuan and securing State Grid's support for Glutinous Rice Ball.

Significant Themes

• Leadership: Su Niannian's handling of the situation with Zepeng Capital showcases her leadership skills, particularly her ability to remain calm under pressure and make decisions.
• Adaptability: Han Luyi's response to the Kun Yuan threat highlights the importance of adaptability in business, as she quickly devises a plan to secure State Grid's support.

Character Interactions

• Su Niannian and Lu Mingzhou: They work together to address the potential investment from Zepeng Capital, showing a collaborative dynamic.
• Han Luyi and Zhou Han: Their interaction reveals a mutual understanding and shared goals, leading to a plan to secure State Grid's support for Glutinous Rice Ball.

Summary of Meet First, Then Talk

1. Key Plot Points & Events

Han Luyi’s Meal with Zhou Han & Liu Ran

• Han Luyi visits State Grid Investment’s cafeteria, which is surprisingly well-stocked and clean, though not luxurious.
• Zhou Han (his mentor and sister-figure) hosts him in a private dining room, where they meet Liu Ran, president of Yunyin Data Center, a major client of Source Intelligence Technology.
• Zhou Han subtly establishes Han Luyi’s importance by calling him her "younger brother" and positioning him as a rising star in the industry.
• Liu Ran, sensing Han Luyi’s strong connections, offers favorable terms (low management fees, flexible monthly contracts) to secure a partnership, hoping to "back the right horse."

Zepeng Capital’s Involvement

• After the meal, Han Luyi learns that Zepeng Capital (a professional intermediary firm) has approached Su Niannian (his sister and CEO of Source Code Technology) regarding an investment in another company (not Source Intelligence).
• Zhou Han is surprised because Zepeng typically notifies existing investors first, implying this is a high-stakes, behind-the-scenes deal.
• Han Luyi calls He Yunshen (another investor) to confirm Zepeng’s intentions. He Yunshen reveals that Zepeng acts as a facilitator for powerful, often anonymous backers and that this deal is not a standard negotiation—it’s about qualification and access.
• Han Luyi insists on meeting Zepeng directly, believing he must face the challenge head-on.

Han Luyi’s Strategic Moves

• He decides to stay in Beijing to handle Zepeng’s approach rather than rushing to Zhangjiakou.
• He assigns Zhao Wenyuan to proceed to Zhangjiakou with Liu Huo (his assistant) while he stays behind.
• He sends Su Niannian a reassuring message: "I’ll handle it. Don’t worry."

Gu Siyue’s Investigation

• Gu Siyue (Han Luyi’s assistant and Su Niannian’s subordinate) searches for Zepeng Capital online.
• She recognizes Pei Youqian, the managing partner, from her past research, hinting at previous dealings with powerful figures—though the exact nature remains unclear.

---

2. Character Developments

Han Luyi

• Demonstrates strategic patience—he doesn’t rush into deals but instead assesses the situation carefully.
• Shows confidence in his position (as Source Code’s major shareholder) but also humility, understanding that this is a test of qualification, not just negotiation.
• His calm demeanor contrasts with his earlier impulsiveness (e.g., rushing to Zhangjiakou), suggesting he’s maturing in business tactics.
• His sisterly bond with Zhou Han is reinforced, but he also asserts his independence by handling Zepeng’s approach himself.

Zhou Han

• Acts as a mentor and protector, subtly signaling Han Luyi’s importance to Liu Ran.
• Her wariness when Han Luyi mentions Zepeng Capital suggests she’s aware of high-stakes power dynamics but cannot interfere due to professional boundaries.
• Her dietary preferences (avoiding fatty foods) are noted, showing her attention to detail in even small matters.

Liu Ran

• Initially underestimates Han Luyi’s connections but quickly adjusts his posture to curry favor.
• His enthusiasm in offering terms reflects his desperation to secure a partnership with a rising star.
• Represents the traditional, established power in the industry, contrasting with Han Luyi’s new, dynamic approach.

He Yunshen

• Provides cryptic but crucial information about Zepeng Capital’s nature as a facilitator for hidden powers.
• Warns Han Luyi that this isn’t a standard deal but a gatekeeping process, reinforcing that access is more important than terms.
• Acts as a bridge between Han Luyi and the broader industry, showing his influence and experience.
• **Su Niannian & Gu S

Summary of Chapter: "Why So Arrogant Before, Then So Respectful After?"

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1. Key Plot Points & Events

Tax Inspection Arrives Unexpectedly

• A team from the Pudong New Area Tax Bureau conducts a double-random inspection of Source Code Technology with no prior notice, raising suspicions about its timing (coinciding with a visit from Zepeng Capital).
• The company’s CFO, Lu Mingzhou, verifies the inspectors’ credentials and cooperates, but the abrupt inspection feels deliberate.

Zepeng Capital’s Visit

• Sun Hong, a director from Zepeng Capital, arrives with two assistants to discuss potential investment in Source Code Technology.
• The meeting is recorded (with Su Niannian’s insistence), and Sun Hong is visibly uncomfortable, struggling to articulate his demands (e.g., "suitable strategic shareholders," "future regulatory risks").
• Sun Hong threatens Su Niannian, calling her attitude "mistaken," but Gu Siyue records his words, leaving him exposed.

Han Luyi’s Counterplay

• Su Niannian, after the meeting, calls Han Luyi (CEO of Source Intelligence Technology) for advice.
• Han Luyi plans to meet Pei Youqian (Zepeng Capital’s partner) in Beijing that night, using He Yunshen (a mutual contact) as a mediator.
• He Yunshen arranges a private dinner at a high-end club, where Pei Youqian suddenly apologizes profusely for Sun Hong’s behavior, offering to call him to apologize to Su Niannian.

Pei Youqian’s Unpredictable Behavior

• Pei Youqian drinks heavily (downing six cups of Moutai in minutes) and begs for forgiveness, acting unlike his usual dominant self.
• He hints at upcoming AI policies that may influence investment strategies, suggesting Zepeng Capital is shifting focus toward AI startups.
• The meeting ends without direct threats, but Han Luyi senses Pei Youqian is testing his resolve rather than making demands.

---

2. Character Developments

Su Niannian

• Firm but strategic—she records the meeting with Zepeng, ensuring legal protection while refusing to engage in vague threats.
• Shows trust in Han Luyi, deferring to his judgment in handling Pei Youqian.
• Emotionally drained after the meeting but recovers quickly, trusting Gu Siyue’s support.

Gu Siyue

• Sharp legal mind—she interrupts Sun Hong’s threats, ensuring his words are recorded and legally binding.
• Supportive of Su Niannian, offering comfort after the tense meeting.
• Later, she calls He Yunshen (likely to confirm Han Luyi’s plan), showing her role as a bridge between legal and business strategies.

Han Luyi

• Calculating and prepared—he uses Sight (a surveillance tool) to analyze Pei Youqian’s emotions and reactions.
• Relies on He Yunshen’s connections to force Pei Youqian into a vulnerable position.
• Observes Pei Youqian’s behavior closely, noting the shift from arrogance to submission, suggesting a psychological tactic rather than a genuine apology.

Sun Hong

• Arrogant and unprepared—he assumes Su Niannian will be easily intimidated but is shut down by Gu Siyue’s legal precision.
• His threats backfire, as his words are recorded, leaving him exposed.
• Subordinates are stunned by his failure, indicating he may not have full control over Zepeng’s decisions.

Pei Youqian

• Unpredictable and volatile—his drunken apology contrasts sharply with his usual dominance, suggesting he is testing Han Luyi’s patience.
• Hints at future AI policies, implying Zepeng Capital is adjusting its strategy toward AI startups.
• Acts submissive but may have hidden motives, making Han Luyi wary of his true intentions.

He Yunshen

• Experienced mediator—he arranges the dinner to facilitate a controlled meeting between

Chapter Summary: "Vast Sky, Boundless Wilderness"

Key Plot Points

• The dinner with Pei Youqian concludes without further financing talk—Pei, using drunkenness as an excuse, insists on adding Han Luyi on WeChat and offers his help, then leaves.
• He Yunshen presses Han Luyi about who intervened; Han Luyi admits he genuinely doesn't know and gives a bitter laugh.
• Han Luyi walks alone to a pedestrian overpass, troubled that his enemy surrendered not from fear of justice but because Pei Youqian encountered a greater power in his own system. He introspects about whether he's become someone who profits from privilege.
• He realizes Gu Siyue (or someone she knows) was behind the intervention and texts her thanks; she replies with a sticker, lifting his mood.
• Han Luyi travels to Zhangjiakou's Cloudrim Data Center with Liu Huo. Zhang Biao reports assembly complete and stress testing underway.
• On arrival, Zhao Wenyuan reveals the stress test has hit a bottleneck and is failing.

Character Developments

• Han Luyi: Wrestles with moral discomfort over benefiting from connections rather than his own actions. His self-examination reveals his continued idealism, but also a growing awareness of how power actually works. He shows appreciation for kindness rather than stubborn pride.
• Gu Siyue: Though absent, she's revealed to have significant family connections she normally never uses—she made an exception for Han Luyi, complicating Han Luyi's initial perception of her as a pure idealist.
• Zhang Biao: Has become more established and comfortable in Zhangjiakou, familiar with the staff and local conditions.
• Zhao Wenyuan: Visibly exhausted (unshaven, dark circles), under pressure from the technical setback.

Significant Themes

• Privilege vs. self-reliance: Han Luyi's internal conflict over winning through influence rather than merit.
• Idealism vs. reality: The gap between Han Luyi's worldview and the actual mechanics of power.
• Nature as relief: The vast grassland and wind turbines provide psychological contrast to the petty, sordid corporate scheming of the previous chapter.
• Persistence amid setbacks: The chapter ends on a technical problem, emphasizing that the project's real challenges remain.

Character Interactions

• He Yunshen & Han Luyi: He Yunshen recognizes Han Luyi's grave phone call was genuine, but respects his unwillingness to explain.
• Han Luyi & Gu Siyue (WeChat): Brief but meaningful—"Thank you for today" met with a playful sticker, signaling ease between them.
• Han Luyi & Liu Huo: Light banter about the scenery; Han Luyi teasingly asks for Liu Huo's reaction, and Liu Huo replies dryly, "Awesome."
• Zhang Biao & Han Luyi/Liu Huo: Zhang Biao explains the logic of data center placement (cheap electricity, cold climate, proximity to Beijing), showing his growth into a competent on-site operator.
• Han Luyi & Zhao Wenyuan: Ends the chapter with the discovery of the technical bottleneck.

Chapter Summary: "He Hasn't Seen the Diagram Yet, Has He?"

1. Key Plot Points and Events

• Han Luyi and Zhao Wenyuan arrive at Ximing (Yunyin) for the final acceptance inspection of L100 GPUs, running stress tests on the Tangyuan Model before migrating Riding the Wind's inference data within two weeks.
• Riding the Wind has 2 million registered users and 200,000 daily active users. QPS (requests per second) is only 16—critical, as the minimum standard is 30.
• Jiang Songran works remotely from Haicheng; Zhao Wenyuan investigates on-site. They exhaustively check GPUs, drivers, configurations, operators, and services—everything appears normal.
• Han Luyi activates his Sight ability, sees data flowing like colored streams between cabinets, and instantly locates the bottleneck: a communication problem between inference groups caused by nodes being logically grouped despite lacking physical direct connections.
• The root cause: Yunyin deployed the servers using their own standardized cabling instead of following Jiang Songran's network topology design. This is harmless for ordinary servers but catastrophic for latency-sensitive large-model inference.
• After the issue is identified, Liu Ran (Yunyin's representative) mobilizes his team; several hours later the cables are reconnected per the topology diagram.
• Stress test rerun: QPS climbs to 51—slightly below the theoretical maximum but a strong real-world result. The Tangyuan Model now runs on its own cluster.

2. Character Developments

• Han Luyi: Reinforces his role as an extraordinary expert. His Sight upgrade allows him to bypass information bandwidth limits and read the entire server room instantly. He is pragmatic, uninterested in formalities, and solely focused on results.
• Zhao Wenyuan: Diligent but fallible—works all night, investigates every software layer, yet misses the physical cabling issue. Shows embarrassment but also professionalism.
• Jiang Songran: Correctly deduces the problem exists at the cluster level, demonstrating solid reasoning, but cannot see the physical deployment. Ultimately respects Han Luyi's faster path to the answer.
• Liu Ran: Eager-to-please vendor representative, visibly apologetic, immediately overcommits resources to fix the mistake, aware of the value of Han Luyi's connections (State Grid Power Investment).

3. Significant Themes

• Difficulty of debugging complex systems: Explicitly compared to "blind men feeling an elephant"—multiple expert perspectives are needed, yet the true cause may be hiding outside the software entirely.
• Theory vs. implementation: Jiang Songran's ideal topology design was undermined by Yunyin's standardized but incompatible deployment; design intent must be verified against physical reality.
• Talent and intuition vs. common methods: Han Luyi bypasses systematic investigation entirely, reminiscent of the chapter's reference to von Neumann and geniuses who "cannot be measured by common sense."
• Ecosystem value: Notes that Nvidia's CUDA ecosystem creates massive migration costs—a hint at the strategic stakes of building their own stack.

4. Character Interactions

• Han Luyi & Zhao Wenyuan: Manager-subordinate dynamic; Han Luyi's quick solution makes Zhao's overnight investigation appear fallen short.
• Han Luyi & Jiang Songran: Remote video-collaboration; Han Luyi validates Jiang's deduction (cluster-level problem) while providing the missing physical insight.
• Han Luyi & Liu Ran: Client-vendor tension; Han Luyi is indifferent to Liu Ran's apologies and just wants the fix completed.
• Zhao Wenyuan & Jiang Songran: Peers exchanging findings and rechecking logs together, representing the "blind men feeling the elephant" theme.
• Liu Huo & Zhang Biao: Support staff handling logistics—initiating video calls, bringing topology diagrams and equipment.
  Title significance: "He Hasn't Seen the Diagram Yet, Has He?"—uttered in surprise because Han Luyi identified the flaw without even looking at Jiang Songran's original topology design, relying purely on his Sight-empowered perception of the physical setup.

Chapter Summary

• Jiang Yixin’s growing pressure: Despite being promoted to head of a product line within a year, Jiang Yixin suffers from severe imposter syndrome. She believes her past successes—discovering the non-technical user market, helping create Open Things, localizing products, promoting Kaiwu Overseas Edition, and contributing to Riding the Wind—were merely lucky coincidences. Afraid others will realize she is “not actually that capable,” she works relentlessly, studies constantly, and has abandoned most leisure activities.
• Su Niannian notices her condition: Su Niannian, acting as CEO, observes that Jiang Yixin looks exhausted and is less lively than before. Although Jiang insists she is fine, Su Niannian has called her in with important news rather than criticism.
• Glutinous Rice Ball becomes available: Su Niannian announces that the company’s internally developed general-purpose large model, Glutinous Rice Ball, has been deployed in the Zhangjiakou server room. Jiang is instructed to obtain the API credentials, meet with Chen Jianye, and create a migration plan to transfer Riding the Wind and Open Things from their current model calls to Glutinous Rice Ball.
• A possible solution to the Mercury crisis: Jiang is surprised that the model is ready, since Riding the Wind had been preparing a configurable large-model feature as a backup plan in case NeusAI cut off access to Mercury. Glutinous Rice Ball’s availability means the company may be able to migrate in time and avoid relying on that emergency solution.
• Initial technical arrangements: Jiang contacts Zhao Wenyuan and receives basic API documentation, access to the web version of Glutinous Rice Ball 0.9, and a promise that the API key and secret will be sent securely. Zhao explains that version 0.9 is already usable, while version 1.0 is still being trained.
• Jiang tests the model personally: The web interface resembles an AI chat assistant and now features a cute glutinous-rice-ball mascot. Feeling exhausted, Jiang types, “I feel very tired,” expecting the usual shallow, formulaic AI response. Instead, Glutinous Rice Ball asks, “When was the last time you took a shower?” Jiang realizes she has not showered since the previous morning.
• Character development and interactions: Jiang’s interactions with Su Niannian reveal her mentor’s concern and Jiang’s inability to recognize her own accomplishments. Her exchange with Zhao Wenyuan shows her immediate shift into responsible product-management mode. Her first conversation with Glutinous Rice Ball introduces the model as unexpectedly observant and potentially more perceptive than ordinary chatbots.
• Themes: The chapter explores imposter syndrome, the psychological cost of rapid success, workplace overwork, and the difference between genuine ability and perceived luck. It also contrasts human emotional exhaustion with AI’s supposedly mechanical nature, hinting that Glutinous Rice Ball may possess unusual insight or behavior.

Summary: "The World Is So Big" (Chapter)

1. Key Plot Points & Events

• Lin Yizhou's job history: After five miserable years at a chaotic small company, he switches to a mid-sized ("second-tier") internet company, expecting relaxation and good pay.
• Reality of the new job: Although he writes less code, he is mentally exhausted by meaningless meetings, daily/weekly/monthly reports (which he must fabricate), performative overtime, and bureaucratic gridlock.
• Turning point — AI tools: The emergence of the AI tool "Riding the Wind" (created by Han Luyi's company, Source Code Technology) revolutionizes his productivity. Unlike earlier AI (like ChatGPT) or app-generators (like Open Things), Riding the Wind lets him complete complex freelance projects alone.
• Freelance success: He takes on a contract he previously would have avoided, completes it in ~20 hours (working at night), and earns more in a month than two months of salary.
• Gray release discovery: He notices Riding the Wind is "smarter" — likely part of a secret gray release of a new model. Other users confirm, though some fear a rollback (referencing "Kun Yuan PTSD").
• The resignation: After being scolded for clocking in 2 minutes late, Lin Yizhou calmly quits on the spot, telling his manager "The world is so big, I want to go see it." The manager tries to talk him down, but Lin won't be swayed.

2. Character Developments

• Lin Yizhou: Transforms from a burned-out, passive employee into an empowered, confident freelancer. The AI tool gives him a sense of agency and entrepreneurship. He becomes decisive and emotionally detached from corporate pressure — no longer angry at insults, but calmly willing to walk away. He even dreams of saving a down payment on a home.
• His manager: Represents corporate pettiness and self-interest. He reprimands Lin for trivial lateness, then panics when Lin quits — mainly because it will hurt his own performance evaluation, not out of concern for the employee.

3. Significant Themes

• AI as an equalizer: A single person with an advanced AI tool can outperform a team of a dozen-plus people, making traditional employment feel obsolete.
• Corporate absurdity: Performative overtime, meaningless alignment meetings, fabricated reports, and hierarchical fear (GM → Director → Manager → employee) are depicted as soul-crushing waste.
• The "spend money to make money" mindset: Lin frames Riding the Wind's high fees as an investment (like a ride-hailing driver buying a car), not consumption.
• The freedom of quitting: The famous phrase "The world is so big, I want to go see it" symbolizes escape from the rat race. Lin's realization that "it wasn't worth wasting his life sitting there for this little money" is the emotional climax.
• Rapid technological change: The chapter highlights how AI tools are reshaping the freelance market (Open Things killed simple jobs; Riding the Wind enables complex ones), and how gray releases keep users anxious yet excited.

4. Character Interactions

• Lin & his manager: Brief but pivotal. The manager's harsh scolding ("If you won't do the job, plenty of people will") triggers Lin's resignation. The manager's true motive (protecting his own evaluation) is revealed when he says "Your quitting will ruin my performance review."
• Lin & his coworker: Casual morning exchange. Coworker jokingly asks if he "overindulged" last night; Lin flatly says he was coding. The coworker's disbelief shows how the office culture doesn't expect real work.
• Lin & his AI discussion group: Off-screen but important. The group confirms the gray release, shares envy, and expresses shared fear of rollbacks. This grounds the AI update in a broader user community.
  Key takeaway: This chapter is about a programmer's liberation — not from hard work, but from meaningless work — enabled by AI. It captures a moment in time when one individual with the right tools can become a one-person company, and when corporate life feels increasingly like a trap.

Chapter Summary: "Gray Release"

1. Key Plot Points and Events

• Jiang Yixin attends a project meeting where the Gray Release of the new "Tangyuan" model is underway for the Riding the Wind app, with 1% of user traffic routed to it (alongside the old Mercury model for data comparison).
• Tangyuan comprehensively outperforms Mercury on all metrics: faster, smarter, better at understanding user needs, with less than one-tenth of Mercury's cost price. Riding the Wind's gross profit margin is projected to jump from 70% to 97%.
• Tangyuan unexpectedly becomes "the official match" for Riding the Wind, exceeding all expectations.
• Jiang Yixin announces her rollout plan: scale from 1% to 10%, then 50%, then 100% of traffic by mid-next week, beating the end-of-March deadline.
• She reveals that Han Luyi personally built Tangyuan, framing the migration as Riding the Wind's first true connection to its own model rather than someone else's (Mercury, made by NeusAI). Morale soars.
• Meanwhile, at NeusAI (across the ocean), a "Partner Relationship Review" meeting focuses solely on Source Code Technology. Marketing head Michael proposes cutting off Source Code's API access by fabricating account security/compliance violations. Geographic restrictions by IP are deemed easy to implement.
• It is revealed that NeusAI's CEO (Ryan) and CTO are secretly training a next-generation model, "Venus," which is in its final stage. Ryan has also learned that several major tech companies are launching new models soon, foreshadowing a major Silicon Valley AI war.

2. Character Developments

• Jiang Yixin: Displays growing leadership confidence, decisiveness, and strategic understanding. She privately relishes her "information advantage" over her subordinates, knowing Han Luyi's long-laid plan has converged.
• Chen Jianye & Li Wen: Experienced engineers who treat the migration as routine (second nature), validating the team's capability.
• Michael (NeusAI Marketing Head): Driven by contempt for Chinese tech companies; advocates for cynical, cutthroat tactics (fake compliance bans) to kill competition.
• Sarah (NeusAI Product Head): More cautious, concerned about justification for cutting off a legitimate customer.
• Ryan & John (NeusAI CEO/CTO): Off-screen, but their secret training of the Venus model signals a larger strategic play.

3. Significant Themes

• Technological Migration & Risk Management: The careful Gray Release process—gradual traffic increases, rollback safety nets, and data verification—shows how major systems evolve without disrupting users.
• Information Asymmetry & Strategy: Jiang Yixin's hidden knowledge of Han Luyi's long-term plan gives her confidence; Han Luyi's foresight (building Tangyuan months ago) has paid off.
• Corporate Rivalry & Geopolitical Friction in Big Tech: NeusAI sees Source Code's apps as stealing its own market; their willingness to weaponize account bans (a veiled reference to real-world US-China tech tensions) highlights the ruthless "AI arms race."
• Independence vs. Dependence: The migration from Mercury to Tangyuan symbolizes Source Code breaking free from a dependency on a competitor's model, an existential necessity.
• An Escalating Cold War: Venus, other new models, and the looming end-of-March contract deadline set up an impending industry-wide conflict.

4. Character Interactions

• Jiang Yixin ↔ Her Team: She briefs them on the Gray Release data, addresses their nervousness with a short inspiring speech revealing Tangyuan's origin ("made by President Han"), and unifies them with a sense of shared mission.
• NeusAI Executives (Sarah, Michael, research head, tech lead): They form a coalition to sabotage Source Code's access to Mercury. Sarah pushes back on legitimacy; Michael overrides her with cynicism; the tech lead confirms IP-based restrictions are feasible. The research head remains silent, knowing the Venus project's secret—highlighting internal secrecy and division.
• Off-stage: Ryan/John ↔ Their Teams: The CEO/CTO's absence from the meeting while training Venus creates intrigue and suggests priorities lie in the next-generation model, not in managing current clients.

Chapter Summary: The Throne of the World's Best

Key Plot Points and Events

• On March 31, NeusAI and OpenAI schedule major product launches only two hours apart, creating an atmosphere of direct competition.
• NeusAI CEO Ryan worries that OpenAI CEO Sam Altman has secretly prepared a superior product. Although NeusAI’s new Venus model has tested as the world’s strongest model, Ryan fears OpenAI may have a hidden advantage.
• NeusAI launches Venus with a dramatic presentation, showing benchmark results in which Venus surpasses GPT-4, Gemini, and Mercury. The company declares Venus the new leader in AI.
• Sarah demonstrates the Venus-powered NeusAtlas Agent solving a difficult engineering problem live, proving that Venus offers practical productivity rather than merely impressive benchmark scores.
• NeusAI also announces a controversial security policy restricting access from Chinese IP addresses and barring companies controlled by Chinese capital from using its API. The policy is justified as necessary to prevent model distillation, military use, and misuse of advanced AI.
• Ryan and the NeusAI team watch OpenAI’s event from their lounge, expecting either confirmation or destruction of their victory.
• OpenAI reveals GPT-V, which narrowly surpasses Venus on the same benchmark rankings.
• Sam then unveils GPT-VOmni, a real-time, end-to-end multimodal model capable of understanding text, speech, images, and live video. Its ability to analyze the event through a phone camera becomes the true centerpiece of the presentation.
• OpenAI implicitly criticizes NeusAI for focusing too heavily on leaderboard rankings, suggesting that multimodal interaction is more important to the future of AGI.
• The media frames the event as OpenAI immediately reclaiming the AI throne after NeusAI’s brief victory.
• Although humiliated, Ryan refuses to give up. He decides NeusAI will focus on making the Venus-and-Atlas combination the leading AI Agent platform, particularly against the Chinese competitor Riding the Wind.
• News of both launches and NeusAI’s restrictions begins spreading through Chinese online communities, foreshadowing a major public reaction.

Character Developments

• Ryan: Begins anxious and uncertain, knowing Sam’s competitive nature and fearing a hidden OpenAI breakthrough. After Venus’s successful launch, he briefly appears triumphant, but OpenAI’s counterattack leaves him devastated. Rather than surrendering, he becomes more determined and adopts a new strategic goal: winning through AI Agents.
• Sam Altman: Is portrayed as a highly strategic, theatrical, and aggressive competitor. He times OpenAI’s event to follow NeusAI’s launch, directly surpasses Venus, and uses GPT-VOmni to shift the discussion from benchmarks to a broader vision of AI.
• John: Acts as Ryan’s longtime friend and emotional support. After the defeat, he reminds Ryan that Venus remains second-best and that NeusAI still possesses a major advantage in Atlas.
• Sarah: Demonstrates Atlas during NeusAI’s launch, helping establish Venus’s practical value. She later helps Ryan and the team watch OpenAI’s presentation.
• Michael: Handles marketing and event logistics, celebrates Venus’s success, and reacts angrily and nervously when OpenAI overturns NeusAI’s victory.
• NeusAI’s team: Moves collectively from confidence and celebration to stunned silence, then regains purpose through Ryan’s decision to compete in the Agent market.

Significant Themes

• Competition and technological rivalry: The chapter presents AI development as a battle for dominance, with product launches treated like military campaigns or public duels.
• The instability of leadership: NeusAI becomes “the best” for only two hours before OpenAI reclaims the title, showing how temporary technological superiority can be.
• Benchmarks versus practical usefulness: Venus wins rankings and proves valuable through Atlas, while OpenAI argues that leaderboard victories alone do not define meaningful progress.
• Innovation and paradigm shifts: GPT-VOmni suggests that the future may lie not in larger text models alone, but in natural, real-time multimodal interaction.
• AI as a strategic and political resource: NeusAI’s access restrictions reveal how advanced AI is becoming entangled with national security, geopolitics, corporate control, and fears of technological theft.
• Pride, humiliation, and resilience: Ryan’s public triumph is immediately overturned, but his humiliation strengthens his resolve rather than ending his ambition.
• Public spectacle and media narratives: Both companies carefully stage their events, while reporters and online commentators turn the rivalry into a dramatic story of coronation and dethronement.

Character Interactions

• Ryan and John share a close friendship and mutual dislike of Sam, allowing John to calm Ryan before the launch and encourage him afterward.
• Ryan works with Michael and Sarah to stage NeusAI’s presentation, with Sarah’s Atlas demonstration reinforcing the company’s claims about Venus.
• Ryan faces pointed questions from reporters about the Chinese restrictions and Yufeng, revealing his irritation beneath a controlled public demeanor.
• Sam interacts confidently with OpenAI’s researchers during the GPT-VOmni demonstration, allowing the model to analyze him and the event in real time.
• Sam indirectly taunts Ryan by dismissing models focused only on leaderboards and later tells reporters that OpenAI represents the true highest level of AI.
• After OpenAI’s victory, John reassures Ryan that NeusAI still has Atlas and an opportunity to dominate the Agent sector. Their exchange transforms Ryan’s defeat into a new challenge.

Chapter Summary: "Glutinous Rice Ball, Fresh Out of the Pot"

Key Plot Points & Events

1. April 1st, 7:00 AM Beijing time — NeusAI announces a new policy: starting April 1st, Chinese IP addresses and entities >50% controlled by Chinese capital are banned from using NeusAI's large-model API (Mercury and Venus). This includes overseas subsidiaries and proxy calls.
2. Panic erupts among domestic AI startups, investors, and product developers — many products were built on Mercury, including the popular product "Riding the Wind."
3. Lin Yizhou, a freelance developer who recently quit his job to build a product using Riding the Wind, discovers the news and panics about his career prospects.
4. Source Code Technology posts a pinned announcement — Founder Han Luyi will hold an online launch event at 10:00 AM to address concerns.
5. The livestream reveals the solution: Han Luyi confirms early versions of Riding the Wind used Mercury, but the backend has already fully transitioned to a new, independently trained model called "Tangyuan" (Glutinous Rice Ball) — TANGYUAN-0.9, developed by "Source Intelligence Technology."
6. Benchmark scores are displayed — Tangyuan reportedly surpasses GPT-V on several benchmarks (intent understanding 3% higher, complex problem-solving higher, etc.).
7. Tangyuan is not yet open via API due to computing power constraints; it currently serves only Riding the Wind and Open Things. The founder promises a future launch event when the API opens.
8. Su Niannian confirms no user action is needed; all services continue normally; enterprise clients will receive notifications this week.
9. The chapter ends with Lin Yizhou feeling proud and excited, resuming his work with renewed motivation.

Character Developments

• Han Luyi: Demonstrates strategic foresight and crisis management — he had already transitioned Riding the Wind's backend before the crisis hit. Shows leadership in a national AI supply-chain emergency.
• Lin Yizhou: Goes from panic and self-doubt (wondering if he can return to his old job) to excitement and pride. His emotional arc mirrors the public's shift from anxiety to confidence.
• Su Niannian: Appears in her official role, providing clear, reassuring communication to users and enterprise clients.

Significant Themes

1. AI supply-chain risk: Models are now recognized as critical infrastructure — not just compute power. Foreign policy decisions can cut off domestic products overnight.
2. National/technological self-reliance: The dramatic reveal that a Chinese company had already secretly built a competitive foundational model, turning a crisis into a moment of national pride.
3. Timing and strategic communication: Launching the explanation as a "launch event" rather than a defensive response — framing the crisis as an opportunity.
4. The underdog narrative: A modestly named "Tangyuan" (soft, warm, Chinese) defeating Silicon Valley giants on benchmarks.
5. Individual resilience in the AI era: One person can still be a company if they have the right AI tools — Lin Yizhou's dream survives.

Character Interactions

• Han Luyi & Livestream audience: Direct, reassuring communication. Acknowledges the past (Mercury usage) honestly, then pivots to the solution.
• Han Luyi & Su Niannian / Zhao Wenyuan: Collaborative leadership; Zhao Wenyuan (former competitor) now sits alongside Han Luyi as an ally — noted as "comrades fighting side by side."
• Lin Yizhou & Riding the Wind/Tangyuan: A personal, almost emotional relationship — Tangyuan becomes his "electronic employee" and partner ("let's do this together!").
• Community interactions: Panicked users on forums supporting each other; excited netizens celebrating in comments after the reveal ("The name is soft, but the scores are hard").

Chapter Summary: “Silicon Valley at Night”

Key Plot Points and Events

• NeusAI’s Venus model launches successfully, briefly taking first place in third-party AI rankings. However, OpenAI releases GPT-V and GPT-VOmni only two hours later, pushing Venus into second place and overshadowing the launch.
• Later that night, Ryan discovers that Venus has been displaced again—not by OpenAI, but by two Chinese models: TangYuan-0.9 and KunYuan-1.0. He initially assumes TangYuan has cheated by contaminating public evaluation data.
• John shows Ryan a recording of Source Code Technology’s low-key TangYuan launch event. Ryan realizes the model may have been developed as a response to NeusAI’s attempt to cut off Source Code Technology’s access to its services.
• Ryan tests Riding the Wind, Source Code Technology’s coding assistant, expecting its performance to have declined after NeusAI’s new restrictions. Instead, Riding the Wind performs even better than before. This confirms that Source Code Technology has successfully developed its own powerful model.
• Ryan recognizes that NeusAI’s major threat is no longer limited to Google and OpenAI. Source Code Technology, led by Han Luyi, has become an even more dangerous competitor.
• At OpenAI, Sam’s celebration over defeating NeusAI is interrupted when he learns TangYuan has reached the top of the rankings. Rather than dismissing it as an inflated score, he studies Source Code Technology and Riding the Wind’s growing popularity among American developers.
• Sam concludes that the real danger lies in Riding the Wind’s application ecosystem. He orders OpenAI to accelerate development of a programming-focused version of Code and plans to release a preview within a week.
• At Nvidia, Jensen Huang investigates how Source Intelligence Technology acquired enough computing power to train TangYuan. He learns that the company likely used Dingsheng’s enormous GPU resources, including tens of thousands of A100, A800, and H800 chips.
• Jensen is relieved that Source Intelligence still appears to rely on Nvidia’s ecosystem, but he orders closer monitoring of the company’s GPU purchases and development.

Character Developments

• Ryan: Moves from confidence and amusement to genuine anxiety. He initially assumes TangYuan is fraudulent but is forced to acknowledge its legitimacy after testing Riding the Wind. He begins questioning whether NeusAI’s access restrictions were a mistake.
• John: Shares Ryan’s concern and helps bring the TangYuan threat to his attention. His earlier reassurance that Source Code Technology had no model is revealed to have been dangerously outdated.
• Sam: Shows strategic caution beneath OpenAI’s victory celebration. He recognizes that Source Code Technology’s developer-focused product may pose a more serious long-term threat than NeusAI.
• Marcus: Initially knows little about Riding the Wind, but quickly understands the business implications of its developer adoption and high switching costs.
• Jensen Huang: Demonstrates that Nvidia’s primary concern is not rankings but computing infrastructure. He becomes wary that Chinese companies may eventually reduce their dependence on Nvidia hardware and ecosystem.

Significant Themes

• The instability of technological dominance: NeusAI’s triumph lasts only two hours, and OpenAI’s victory is immediately threatened by an unexpected Chinese competitor.
• Reputation versus rankings: Ryan initially treats TangYuan’s high score as meaningless because public benchmarks can be manipulated. The chapter later suggests that real-world performance and user adoption matter more than leaderboard positions.
• Application and habit as competitive moats: Sam argues that ChatGPT’s greatest advantage is user habit, while Riding the Wind may possess an even stronger form of lock-in because developers embed it in their projects, workflows, and environments.
• Underestimation of hidden competitors: Source Code Technology had been developing TangYuan in secret while American companies assumed it lacked an independent model.
• Technology and geopolitics: The chapter links AI competition to export restrictions, GPU access, Chinese computing infrastructure, and Nvidia’s fear that sanctions could encourage rivals to develop alternative hardware.
• The danger of complacency: Both NeusAI and OpenAI celebrate temporary victories, only to discover that another competitor has already changed the competitive landscape.

Character Interactions

• Ryan and John examine TangYuan’s launch video together, with John bringing the information directly to Ryan because of its connection to Riding the Wind.
• Ryan tests Riding the Wind while John observes, and the improved result confirms their worst fears.
• Sam and Marcus discuss TangYuan, Riding the Wind, developer adoption, and the importance of user habits. Their conversation leads Sam to order an accelerated release of OpenAI’s programming product.
• Sam and Marcus toast first to OpenAI and then to AGI, reflecting both corporate rivalry and their broader ambitions.
• Jensen consults Philip and Travis about TangYuan’s computing resources. Their briefing reassures him that Nvidia GPUs remain involved, but also prompts him to order intensified surveillance of Source Intelligence Technology.

Chapter Summary: “The Troubles of Happiness”

Key Plot Points and Events

• The day after Source Intelligence Technology unveils the Glutinous Rice Ball large model, the company becomes the center of intense attention. The model is independently developed, ranked number one globally, integrated with Riding the Wind and Open Things, and already operating in production.
• At Zechuan Capital, investment director Huang Haonan is overwhelmed by calls from LPs and investors demanding access to Source Intelligence Technology or its related company, Source Code Technology.
• Coal magnate-turned-investor Su Lisheng urgently asks Huang to secure an investment opportunity, even offering to establish a dedicated fund of 100–200 million yuan. He also suggests secondary share transfers, employee options, or SPVs when told that neither company is currently fundraising.
• Huang is frustrated because he has already tried repeatedly to contact the companies and has no way to obtain an allocation. He privately resents both the investors pressuring him and his own firm’s inability to secure access.
• Source Code Technology’s offices are flooded with inquiries from investment institutions, governments, industrial funds, cloud and chip companies, media, universities, and potential business partners. The company introduces standardized procedures to filter and redirect these requests.
• Han Luyi blocks all non-whitelisted calls after his phone is overwhelmed. Su Niannian and Han discuss how to classify and manage outside contacts.
• Su proposes telling investors that the company has sufficient cash flow and no immediate financing plans, while leaving open the possibility of future strategic financing from partners able to provide computing power, data centers, electricity, customers, and other resources.
• A message arrives announcing that the Haicheng Economic and Information Commission and representatives of the municipal government will visit the company the next morning. Han agrees to receive them and plans to focus the meeting on Glutinous Rice Ball’s shortage of computing power and data-center capacity rather than technical architecture.

Character Developments

• Huang Haonan is revealed as a capable but powerless investment professional caught between demanding LPs and inaccessible high-value projects. His irritation, sarcasm, and fantasies about working at a better-connected firm highlight his growing desperation and the pressure of the investment market.
• Su Lisheng shifts from skepticism about AI and developer tools to intense enthusiasm after Glutinous Rice Ball proves that China can produce a world-class model. His change reflects the market’s sudden transition from speculative interest to fear of missing out.
• Han Luyi becomes the unwilling public symbol of China’s AI breakthrough. Although he dislikes the excessive attention and rejects the “savior” label, he remains calm and practical, focusing on infrastructure, time, and organizational control.
• Su Niannian demonstrates increasing managerial maturity. She restrains the company’s publicity, creates a structured external-contact system, and carefully balances refusing investors with preserving future strategic relationships.
• Han and Su increasingly operate as complementary partners: Han sets strategic priorities while Su manages the company’s growing external pressure.

Significant Themes

• The burdens of success: The company’s breakthrough brings fame, investment interest, government attention, and strategic opportunities, but also destroys its ability to operate quietly.
• Capital versus real resources: Money is no longer the company’s greatest need. Computing power, electricity, data centers, policy support, enterprise customers, and time are more valuable.
• Fear of missing out in investment: Investors who previously dismissed AI projects now desperately seek entry, illustrating how quickly market sentiment can change.
• Recognition and loss of privacy: Han’s public image as an AI pioneer conflicts with his own view of himself and forces him to surrender personal accessibility.
• Strategic restraint: Su Niannian emphasizes controlled publicity and selective cooperation rather than exploiting the hype indiscriminately.
• Institutional attention: The government visit signals that the company’s importance has expanded beyond business and may now carry national and regional significance.

Character Interactions

• Huang Haonan and Su Lisheng: Su pressures Huang to obtain access to the company, while Huang politely responds but privately mocks the unrealistic demands.
• Huang and the LPs: Their repeated messages expose the mounting pressure on investment professionals to secure a share of the suddenly invaluable project.
• Han Luyi and Su Niannian: They discuss publicity, investor communications, contact procedures, and the company’s strategic needs. Their exchanges show mutual trust, humor, and a division of responsibilities.
• Han and Su on the government visit: Han decides to personally receive the officials and guide the conversation toward practical infrastructure needs. Su supports the plan and prepares the necessary materials.
• Han and the wider public: Though mostly off-page, the public and investment community project exaggerated titles onto him, creating the central tension between his private identity and his new public status.

Chapter Summary: “On-Site Verification”

Key Plot Points and Events

• On Saturday, April 3, government officials visit Source Code Technology for an unusually urgent, closed-door research inspection.
• The delegation includes:
  • Xu Chao, Director of the Haicheng Economic and Information Commission’s Software and Information Services Division
  • Liu Huo, Deputy Director of the Municipal Government General Office
  • Chen, Deputy District Mayor of Pudong New Area
  • Professor Jia, a computer science expert from Haicheng Jiaotong University and an AI industry think-tank member
• Han Luyi, Su Niannian, Shen Congyun, Zhao Wenyuan, and Lu Mingzhou receive the delegation. No media are present, emphasizing that the visit is for verification rather than publicity.
• Director Xu explains that the officials want to investigate three matters:
  1. Whether the Tangyuan model is genuine
  2. The company’s computing resources, data, and personnel
  3. Its future plans and how the government might support it
• Although phrased diplomatically, the central concern is whether Tangyuan is an inflated publicity stunt or merely a wrapper around an overseas or third-party model.
• Han Luyi directly states that Tangyuan is neither a marketing concept nor a repackaged model. He offers to demonstrate its abilities on-site, including answering questions chosen by the officials.
• Professor Jia instead asks first about Tangyuan’s origins. Han displays detailed training logs showing the model’s development process.
• Professor Jia carefully examines the records and concludes that Tangyuan was genuinely trained from scratch.

Character Developments

• Han Luyi demonstrates confidence, honesty, and composure under official scrutiny. His direct answers show that he is willing to confront doubts rather than evade them.
• Professor Jia acts as a technically qualified evaluator. His past relationship with Han as a teacher gives the questioning a more personal and less confrontational tone, while his expertise makes his judgment authoritative.
• Director Xu is revealed to be cautious and politically calculating. He sees Tangyuan’s authenticity as a potential achievement if true, but as a serious liability if false.
• Deputy District Mayor Chen is highly enthusiastic because Tangyuan’s success would reflect positively on Pudong New Area. He actively joins the inspection despite not originally being central to it.
• Deputy Director Liu is portrayed as a neutral bureaucrat whose role is mainly to observe, document, and report.
• Su Niannian realizes that the government’s sudden interest is driven specifically by Tangyuan, rather than the company’s earlier products.

Significant Themes

• Authenticity versus publicity: The chapter focuses on whether Tangyuan is a genuine technological breakthrough or an exaggerated promotional claim.
• Institutional scrutiny and responsibility: Government officials must determine whether they can support the company without risking public or political consequences.
• Technical achievement as political capital: A successful domestic AI model could benefit both Source Code Technology and the local government.
• Trust and proof: Han’s claims are insufficient on their own; credibility must be established through verifiable evidence, especially training records.
• Professional relationships: Professor Jia’s former student-teacher relationship with Han allows the investigation to remain both rigorous and respectful.

Character Interactions

• Shen Congyun formally introduces the officials to Han Luyi and helps organize the reception.
• Han exchanges polite but meaningful greetings with Deputy Mayor Chen, Director Xu, Deputy Director Liu, and Professor Jia.
• Director Xu leads the meeting and presents the government’s questions, while Chen publicly supports the district’s interest in the company.
• Professor Jia takes over the most sensitive line of questioning, asking whether Tangyuan was built from scratch or derived from foreign models.
• Han responds by presenting the training records rather than relying solely on verbal assurances.
• Professor Jia’s final confirmation—“It was indeed trained from scratch”—provides the chapter’s decisive validation and establishes Tangyuan’s legitimacy.

Han Luyi demonstrated Glutinous Rice Ball’s technical and writing abilities to visiting officials and Professor Jia, earning their approval and offers of support. After the visitors left, Han Luyi and Su Niannian discussed seeking district-level resources, then Han Luyi received a call from Lu Zhengping of the Strategic Emerging Industries Guidance Fund.

• Han Luyi explained Glutinous Rice Ball’s training and computing setup, and Deputy District Chief Chen learned that its inference resources were deployed in Zhangjiakou.
• Han Luyi demonstrated Glutinous Rice Ball by having it answer Professor Jia’s systems-design questions and Deputy District Chief Chen’s request for a government speech.
• Professor Jia praised Glutinous Rice Ball’s capabilities, and Director Xu and Deputy District Chief Chen said they would assess the materials and follow up.
• Deputy District Chief Chen offered to help Source Intelligence Technology obtain resources, while Professor Jia invited Han Luyi and Su Niannian to share their experience on campus.
• Han Luyi and Su Niannian discussed seeking district-level support, then Han Luyi answered a call from Lu Zhengping.

Chapter Summary

Key Plot Points and Events

• Lu Zhengping calls Han Luyi after the successful launch of Glutinous Rice Ball, praising the attention it has attracted.
• Rather than focusing on the product’s commercial performance, Lu asks about Source Intelligence’s progress in adapting its AI models to domestic graphics cards.
• Han explains that inference is already running on domestic chips, while training remains difficult and may take several months to solve.
• Lu reveals that leaders in Beijing want Han to report on the company’s future plans and invites him to Beijing immediately. Although he denies any intention of poaching Haicheng’s company, he emphasizes Beijing’s advantages, especially its concentration of top universities and talent.
• Han agrees to travel to Beijing, despite concerns about appearing disloyal to Haicheng, which has recently shown strong support for Source Intelligence.
• After discussing the matter with Su Niannian, they realize neither has enough experience handling high-level political and business relationships. They consider consulting investor He Yunshen but ultimately ask Gu Siyue for advice.
• Gu explains that the proposed meeting is an unofficial, exploratory contact designed to preserve flexibility. If the discussion goes well, it can later move into official channels; if not, both sides can act as though nothing happened.
• Han leaves for the airport after receiving confirmation from Liu Huo. Su Niannian remains behind with Gu Siyue and invites her to lunch.

Character Developments

• Han Luyi demonstrates political awareness and caution. He understands that Beijing’s interest is connected to Source Intelligence’s domestic-chip adaptation rather than merely Glutinous Rice Ball’s popularity.
• He also recognizes that business growth requires managing government relationships carefully, not simply securing money, technology, or resources.
• Su Niannian acts as Han’s practical sounding board and shows concern about the political implications of the invitation. She also takes initiative by bringing Gu Siyue into the discussion.
• Gu Siyue reveals considerable experience with sensitive business-government interactions. Her calm explanation establishes her as a knowledgeable adviser and hints that she may understand Han and Source Intelligence more deeply than she admits.
• Han and Gu share a brief, meaningful exchange of glances, suggesting subtle personal tension or mutual awareness.
• Su and Gu begin moving toward a more informal relationship by agreeing to use each other’s first names.

Significant Themes

• Talent as the core of technological advancement: Han reflects that money and computing power are necessary for AI development, but exceptional talent is irreplaceable. Source Intelligence’s success depends on Han, Zhao Wenyuan, and Jiang Songran.
• Political and business diplomacy: The chapter emphasizes that companies must learn to navigate government interests, local loyalties, investors, and competing regions.
• Unofficial negotiation and strategic ambiguity: The Beijing invitation illustrates how important discussions are often conducted informally so that both sides retain room to retreat.
• The tension between local loyalty and national opportunity: Han must balance Haicheng’s support against Beijing’s superior access to talent, universities, and influential institutions.
• Growth beyond technical ability: Source Intelligence’s founders are learning that technological innovation alone is insufficient; political judgment and relationship management are also essential parts of leading a major company.

Character Interactions

• Han and Lu Zhengping: Lu uses praise and indirect language to probe Han’s plans and draw him toward Beijing. Their conversation is cordial but politically calculated.
• Han and Su Niannian: They discuss the risks of the invitation and acknowledge their lack of experience in high-level governmental dealings, relying on each other for perspective.
• Han, Su, and Gu Siyue: Gu serves as an informal consultant, interpreting the meaning behind Lu’s vague invitation and advising Han to treat the meeting as a private exploratory conversation rather than an official negotiation.
• Han and Gu Siyue: Their brief eye contact and Han’s decision not to challenge her explanation hint at growing familiarity and unspoken interest.
• Su Niannian and Gu Siyue: Their professional interaction gradually becomes more personal when they abandon formal titles and agree to have lunch together.

Key Plot Points and Events

• Han Luyi arrives in the capital and is picked up by He Yunshen, who is unusually available.
• He Yunshen reveals that Lu Zhengping's invitation likely stems from interest in Source Intelligence Technology's replicability and potential to drive domestic AI infrastructure.
• Han Luyi meets with Lu Zhengping the next day, with He Yunshen's guidance on the possible departments involved and the importance of demonstrating both technical prowess and personal integrity.

Character Developments

• Han Luyi: Confirms his vision for AI's accessibility and reflects on his goals, demonstrating maturity and clarity.
• He Yunshen: Shows his experience and wisdom by providing insightful advice and understanding Han Luyi's value.
• Lu Zhengping: Not directly present, but his role as a high-ranking official interested in Han Luyi's work is established.

Significant Themes

• The importance of both technical ability and personal integrity in business and politics.
• The potential impact of Source Intelligence Technology on domestic AI infrastructure and the broader economy.
• The value of mentorship and guidance, as seen in He Yunshen's advice to Han Luyi.

Character Interactions

• Han Luyi and He Yunshen: They discuss the implications of Lu Zhengping's invitation, with He Yunshen providing valuable insights and guidance.
• Han Luyi and Su Niannian, Gu Siyue: They exchange encouraging messages, highlighting their supportive relationship.
• Han Luyi and Lu Zhengping: Although they haven't met yet, their interaction is anticipated, with Han Luyi preparing for the meeting based on He Yunshen's advice.