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Content Warning: This section of the guide references death, death by suicide, suicidal ideation, substance use, addiction, mental illness, cursing, sexual harassment.
Theo Baker begins his freshman year at Stanford University, who introduces himself as “a coder quickly turning into an investigative journalist” (1). He describes his informal interview for a secret, unlisted seminar taught by Justin, a successful Silicon Valley startup founder. The cloak-and-dagger acceptance process for the seminar is designed to assess his “scope of ambition, intelligence, and emotional quotient” (2). Justin explains that the class, which he calls, “How to Rule the World” (14), aims to teach the non-obvious frameworks that govern global power—secrets he says he had to figure out for himself, having observed as a Stanford student that only the children of billionaires seemed to understand the world.
Baker frames Silicon Valley as a modern-day gold rush where talented teenagers are a resource to be mined, and Stanford is the richest vein. Upon arriving at the university, he discovered a “Stanford inside Stanford” (58)—an exclusive world of excess and access for a select few. He also found a culture that tolerated and even embraced ethical shortcuts. This discovery, combined with an interest in journalism, led him to investigate Stanford’s president, Marc Tessier-Lavigne, over allegations of fraudulent research. Baker references Stanford’s motto, “Fear the Tree,” to express his ambivalence toward the institution, seeing it as both charmingly idiosyncratic and ruthlessly competitive. As his interview with Justin continues, he realizes the seminar is not an academic class but a networking scheme for its founder to identify and cultivate promising students he deems “high-agency individuals.”
Arriving at Stanford in September 2022, Baker joins the Structured Liberal Education (SLE) program, a Great Books-style curriculum. He soon discovers that the university has implemented a highly bureaucratic crackdown on campus social life, which students have dubbed the “War on Fun” (20). To host any social gathering, students must navigate a multi-departmental Party Review Committee, submit an extensive “Harm Reduction Plan” (20), and even pass an exam to be eligible to apply.
Motivated by the memory of his recently deceased grandfather, Steve Glasser, who had worked on his own college newspaper, Baker joins The Stanford Daily. He decides to make the War on Fun his first story but struggles to find sources, as students and staff fear administrative retaliation if they’re quoted criticizing the university. To get material, he attends his first college party—a fraternity’s “White Lies” themed event—for the sole purpose of reporting. His investigation reveals that the university’s restrictive alcohol policies are counterproductive, driving students to binge drink in secret and causing a rise in alcohol-related hospitalizations. After Baker contacts the university for comment, the director of the alcohol policy office warns employees not to speak with him. The resulting article becomes the most-read story of the year for The Daily, and the university’s tree mascot is suspended for staging a protest in support of the cause.
Feeling pressure to prove his technical skills during his first quarter at Stanford, Baker enrolls in CS107, a notoriously difficult class for computer science majors designed to weed out weak performers. While working at The Stanford Daily newsroom, he receives a tip about William Curry, a young man who was caught living in a freshman dorm while pretending to be a student. Baker’s initial reporting reveals that Curry was a charismatic impostor who had successfully integrated into the dorm community for several weeks.
A follow-up investigation uncovers a much larger story: Curry had begun spreading lies about being recruited to Stanford as early as 2019 and was living on campus full-time by 2021, staying in at least half a dozen dorms over the course of the next year. Baker exposes a significant institutional failure, as Stanford’s Department of Public Safety had removed Curry from campus multiple times without ever arresting him or issuing a community-wide warning. He also discovers that Curry had harassed and threatened a former girlfriend, who was also a Stanford student, but university safety officials declined to issue a warning because they did not want to “scare people too much” (49). Curry was finally found out after a resident noticed the stolen common-room television in his room and reported it to an RA. Baker’s story was picked up by national news outlets, and he appeared on Good Morning America to discuss the story. After a full week of national media attention, Stanford admitted to “gaps” in its protocols in a statement provided to other outlets but not to The Daily.
Baker is accepted into TreeHacks, an exclusive, student-run organization that hosts Stanford’s largest hackathon. The group is known on campus as a “high-signal cluster” (54), functioning as a talent funnel for venture capitalists. TreeHacks brings him into the Coupa Circuit, the insider network of student entrepreneurs and investors centered around the campus coffee shop, Coupa Café. There, he meets figures like Ivan, a student “fixer” who scouts talent for billionaires, and Julian, who creates exclusive social clubs to signal who is in and who is out on Stanford’s campus. Baker learns that success in Stanford’s inner circle depends heavily on reputation and notice from the right insiders in addition to technical skill and raw talent.
The TreeHacks team holds its fall retreat at a secluded, multimillion-dollar mansion, paid for by corporate sponsorships that give the club its “black hole budget” (69). The event is a lavish party with heavy drinking, networking with powerful alumni, and a poker tournament with a $1,000 prize. Immersed in this world of excess, Baker begins to feel a sense of unease, questioning the ethics of such unnecessary excess. As they leave the mansion, he voices his concerns to his cohort—“Like, it’s fun, but imagine what that money could do for, like, a food bank” (72)—but he’s met with silence from his new peers.
Baker receives a tip about posts on PubPeer, an online science forum, which raise questions about manipulated images in research papers co-authored by Stanford President Marc Tessier-Lavigne (MTL). The allegations date back to 2015. Baker contacts Elisabeth Bik, a renowned scientific sleuth, who analyzes nine of MTL’s papers in total, finds no real issues in four, but identifies problems in five, confirming that several contain image problems suggesting “an intent to mislead” (85).
Baker attends a CS107 lecture during “Ethics Week,” in which his professor discusses Therac-25, a computer-controlled radiation therapy machine designed to treat cancer patients more efficiently. The problem with Therac-25, Baker’s professor notes, was a buffer overflow. When a program generates more stored data than its temporary memory (buffer) can hold, the data overflows, corrupting or overwriting nearby data. The example emphasized the potential ethical issues that arise when scientific breakthroughs are not properly vetted. Baker’s professor emphasized that “Failures in the Therac-25 code resulted in four deaths and two permanent injuries after patients were given massive overdoses of radiation” (77). He noted that “Arrogance, a rush to produce a product, and unwillingness to address problems had deadly effects” (77).
As Baker pursues the story about MTL’s research flaws, the campus is abuzz with the collapse of the crypto exchange FTX, founded by Sam Bankman-Fried, who attended MIT, though his Stanford connections helped him secure funding. The irony is not lost on Baker that Bankman-Fried’s parents were Stanford law school professors who taught, among other things, legal ethics. He reflects on other high-profile Stanford alumni embroiled in ethical scandals, such as Theranos founder, Elizabeth Holmes, who “had been sentenced to prison for defrauding investors with her scam blood-test startup,” and Do Kwon, the co-founder and CEO of Terraform Labs who had been brought up on “criminal charges for his role in creating the cryptocurrencies Luna and TerraUSD, which, in collapsing, caused hundreds of billions of dollars of losses in the wider crypto market” (80).
Consumed by his investigation into MTL, Baker falls behind in CS107 and struggles to complete the infamous “Binary Bomb” assignment. He finally solves the complex coding puzzle by exploiting a buffer overflow vulnerability—the same design flaw discussed in the Therac-25 radiation machine. Baker feels invigorated by finding the solution. During Thanksgiving, he shares his ongoing investigation into MTL with his journalist parents, who are skeptical that “a seventeen-year-old kid” could take on this kind of story. His dad suggests that he “investigate a professor instead of the college president, [a world-renowned scientist] to start” (94).
The story breaks open when The EMBO Journal, one of the scientific publications in which MTL’s findings were published, publicly confirms it is investigating one of the papers in question. Stanford’s official response to Baker’s inquiries reveals that MTL has known about the issues since 2015 and claims he submitted corrections that were never published. Bik, however, tells Baker she disagrees with the university’s assessment that the issues do not affect the papers’ conclusions. Baker and his editor, Sam, publish the full investigation in The Stanford Daily at 2:08 am.
The book’s opening section establishes its narrative and argumentative arcs through a carefully orchestrated escalation of investigative stakes. Baker begins by defining his dual identity at Stanford: He is both an aspiring coder trying to master the technical world and a fledgling journalist drawn to uncovering institutional secrets. This duality informs his authorial method throughout the narrative. His reporting progresses through three distinct stages: The initial “War on Fun” story is a low-stakes training ground, introducing him to the university’s bureaucratic inertia and the culture of fear that suppresses internal criticism. While focused on campus policy, the investigation teaches him the basic mechanics of institutional resistance. The subsequent exposé on the impostor William Curry raises the stakes from a critique of policy to an indictment of negligence, establishing Stanford’s pattern of prioritizing its public image over all else, including student safety. The national attention this story receives elevates Baker’s profile, preparing him for the final and most formidable challenge: investigating the university’s president. This structured sequence charts Baker’s development from a curious freshman honoring his grandfather’s memory into a reporter capable of confronting the highest levels of academic authority.
Baker uses his induction into the exclusive TreeHacks organization to provide an insider’s account of the prestigious university. He introduces the concept of a “Stanford inside Stanford” (5), a shadow university that operates as a direct pipeline to venture capital, highlighting his thematic focus on The Commodification of Talent. Baker’s induction into elite academic spaces gives him access to a system that views students as speculative assets. The Coupa Café, the network’s physical hub, acts as a stage where students perform their ambition and skill for potential investors, employers, and student scouts—figures like the “fixer” Ivan. As Baker notes, “You had to be known to the right people to qualify for a schmoozing session, and basically every introduction happened at Coupa under Ivan’s watchful eye” (60). The TreeHacks retreat in a secluded, multimillion-dollar mansion offers a concentrated look at this culture’s values. Funded by corporate sponsorships, the event features heavy drinking, alumni networking, and a poker tournament with a cash prize—activities that merge collegiate social life with the high-risk, high-reward ethos of Silicon Valley. Baker positions himself as a participant-observer, both an insider granted access and an outsider made uneasy by the excess. His question about whether the money spent on the retreat could be put to better use is met with silence, crystallizing his critical distance from his peers.
Thematically, the William Curry story illustrates both individual deception and systemic failure, establishing a foundational pattern of Institutional Protection Over Accountability. Curry embodies the “fake it till you make it” (297) ethos that permeates the culture Baker describes. He successfully games the system because its markers of belonging—charisma, confidence, and fluency in the local vernacular—are easily mimicked, revealing a culture that prizes the performance of competence over its substance. The university’s response to Curry’s years-long presence on campus foreshadows its response to Baker’s later exposé of President Tessier-Lavigne. The repeated failure of the Department of Public Safety to remove Curry permanently or issue a campus-wide alert despite reports of harassment, is justified by a desire not to “scare people too much” (49), demonstrating an institutional reflex to contain information and manage liability rather than address underlying problems. This incident provides a precedent, defining the administrative culture Baker will confront as one that consistently prioritizes reputation management over the safety and well-being of its community.
The infamous “Binary Bomb” assignment from Baker’s CS107 class operates as a metaphor for the journalistic method required to uncover high-level malfeasance. The assignment challenges students to reverse-engineer an opaque, complex program to find a hidden flaw and defuse it. This process directly mirrors Baker’s investigation into Marc Tessier-Lavigne’s research. The dense scientific papers, filled with specialized jargon, are analogous to the impenetrable binary code. With the guidance of experts like the scientific sleuth Elisabeth Bik, Baker learns how to scan this code for specific vulnerabilities—the digitally manipulated images that function as the system’s flaw. The ethics lecture that introduces the Therac-25 radiation machine uses an unconnected real-world disaster as a foundation for the book’s ethical concerns. This example links a technical puzzle with a moral imperative, framing the discovery of data manipulation as both a scientific discrepancy and a deep breach of institutional trust and ethical responsibility. In the discussion following the lecture, Baker’s “TA asked [the students] to raise [their] hands ‘if you care about ethics and stuff like this’” (77). Baker puts up his hand, only to realize “Not a single other arm was in the air,” reinforcing the distance between himself and the dominant ideology of his peers.
Throughout these early chapters, Baker juxtaposes his personal investigations with major concurrent events in the tech world to build a broader argument about the Stanford-Silicon Valley ecosystem. The spectacular collapse of the crypto exchange FTX occurs just as he is beginning his inquiry into Tessier-Lavigne. Baker emphasizes that FTX founder Sam Bankman-Fried grew up on Stanford’s campus, where his parents taught legal ethics, and that his fraudulent enterprise was enabled by a network of Stanford affiliates. This context, along with references to the recent downfall of Elizabeth Holmes and her Stanford-born scam Theranos, reinforces a culture of ethical compromise in the Standford community. By weaving these stories into his own narrative, Baker argues that the misconduct in Tessier-Lavigne’s labs is not an isolated incident concerning one scientist. Instead, he presents it as a symptom of a much larger cultural pathology, where ambition is untethered from integrity.
Baker’s structures his narrative as both an investigation and a coming-of-age story, parallel formative personal events in his own life with key moments in his investigation. His youth and relative inexperience underscore his portrayal of himself as a vulnerable and often overwhelmed freshman. He suffers from impostor syndrome, struggles to balance a demanding class schedule with his burgeoning reporting, and navigates the complexities of grief and a long-distance relationship. By including these personal details and emotions, he encourages the reader to watch his disillusionment grow in real time, from his initial unease at the TreeHacks retreat to his exhaustion and anxiety while tackling the Binary Bomb assignment. By grounding the high-stakes institutional critique in these personal struggles, Baker makes the abstract concepts of academic integrity and corporate accountability tangible, framing his story as one of an ordinary individual compelled by circumstance to hold extraordinary power to account.



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