📌 In This Deep Dive
The film adaptation of Ali Hazelwood’s The Love Hypothesis alters the ending for Tom Benton compared to the original novel. While the movie leaves his professional fate implied after Adam’s confrontation, the book explicitly details his disgraced firing through concrete evidence, and this narrative shift reshapes how the story handles accountability and academic abuse. Here is a breakdown of why the ending is slightly different and what it means for Olive and Adam.
Watching The Love Hypothesis on Prime Video keeps you on edge the whole way through. The main risk was that the story on screen would fall back into that tired, overused trope of love blooming in a predictable way, breaking through the armor of a man who secretly has a soft core. It’s a stereotype we’ve seen on screen and read on the page a thousand times, but at least this time science was right in the middle of it, treating human interactions like an actual experiment set inside the high-stakes world of top university professors.
That’s why, by the end, The Love Hypothesis gives us a bit of a sigh of relief. The focus shifts toward Olive’s academic achievements, and while the romance lands right where it needs to, we end up mostly invested in her career. So naturally, one of the biggest questions left hanging is about Professor Tom Benton: what actually happens to this villain in the book, and how does the movie differ from the original bestseller?
The Love Hypothesis: Book vs. Movie Differences
The movie The Love Hypothesis is based on Ali Hazelwood’s bestseller of the same name, one of the most popular romance novels of 2021. Olive is a Ph.D. candidate at Stanford University, with her close friend Anh always in her corner. Olive needs to convince Anh that she’s dating someone so her friend doesn’t feel guilty about pursuing Jeremy, the guy Anh is actually interested in. This setup kicks off both versions, but with a slight tweak: in the book, Jeremy is Olive’s ex-boyfriend, and Olive needs to prove to Anh that she has completely moved on. In the Amazon Prime movie, Jeremy is simply a guy Olive was briefly interested in.
It’s a minor change that doesn’t alter the core of the story. Through a chaotic turn of events, Olive ends up striking a deal with researcher Adam Carlsen, nicknamed “Dr. Evil” for his ruthless attitude toward students. The two agree to fake-date for a month: Olive gets to convince Anh that she’s fine with her dating Jeremy, while Adam reassures the university that he has long-term roots at Stanford, securing the renewal of his research funding. And as you’d expect, genuine feelings end up blossoming between them along the way.
Their fake relationship overlaps with Olive’s professional goals. Olive is hoping to find a mentor to fund her pancreatic cancer research, and the only person to answer her call is Harvard professor Tom Benton. As it turns out, Tom is also an old friend of Adam’s. Things move fast from there until the story’s big plot twist: Tom agrees to take Olive into his team, but he sexually harasses her and threatens to steal her research if she tries to speak up or report him.
This incident becomes the main conflict of The Love Hypothesis‘s ending. Olive is left trying to navigate an impossible situation, facing the reality that no one might believe her if she files an official complaint. All of this unfolds just as Adam and Olive’s fake relationship hits the point where they are supposed to call it quits for both of their sakes.
The way this part of the story plays out is slightly different in the original book, and those differences show us how the movie wants to present itself to the audience.
What Happens to Tom Benton at the End of The Love Hypothesis?
Tom Benton embodies the abuse of power that certain university professors exert over their students, compounded by sexual assault alongside the threat of stealing their work. In the movie, Olive is forced to make a impossible choice: join Tom’s team and sleep with him in exchange for a future for her research, or back out and watch her ideas get stolen, all while fearing that no one would believe her if she reported him. Just as she is about to tell Adam, she senses him pulling away from their relationship, so she decides to confide in Ahn instead.
In reality, Adam had only stepped back with Olive’s best interests at heart, thinking it would make it easier for her to move to Harvard for her career. But when he learns about Tom’s abuse through Ahn, he confronts him publicly and promises to ruin his career. Years later, we simply see Olive as a professor at Stanford, proof that her research was solid and secured proper funding without Tom’s help. Olive and Adam stay together and the story ends on a happy note, though the movie never mentions Tom again.
In the book, things go down a bit differently. When Tom acts like that toward Olive, Adam had actually already applied for a job at Harvard himself, specifically so he could stay close to her. Olive doesn’t know his real reasons, so she feels that revealing what happened with Tom might interfere with Adam’s own move to Harvard. To protect him, she decides to break off their relationship and spare him from the conflict of interest.
Olive resigns herself to the belief that no one would take her word against Tom’s, but she later discovers she had accidentally recorded him while he was making those criminal threats. Armed with concrete evidence and supported by her friends, she finally comes clean to Adam, who takes it upon himself to report Tom. In the book, Tom is disgraced and fired, serving as a crucial resolution that seals the story’s happy ending.
The movie chooses to leave Tom’s fate implied. By shifting the focus back to Olive’s professional success and her bond with Adam, we are left to assume that Olive ultimately gets what she deserves, even if we never get explicit confirmation of Tom’s punishment. Because deep down, despite the academic setting and scientific nuances that give the story its flavor, The Love Hypothesis remains a film about love overcoming every obstacle. And that feels right, too.
Frequently Asked Questions
In the Prime Video adaptation, Adam publicly confronts Tom in front of a lecture hall full of students who record the incident on their phones. While this public exposure effectively destroys Tom’s reputation and standing, the film leaves his official institutional firing implied. By contrast, Ali Hazelwood’s novel explicitly confirms that Tom is formally reported and fired from his position.
In the book, Olive accidentally records Tom making illegal threats and propositioning her, providing concrete audio evidence. In the movie, Olive does not have a recording; instead, she confides in her best friend Anh, who then tells Adam the truth about Tom’s blackmail and harassment.
The filmmakers removed the accidental recording trope to raise the emotional stakes and shift the narrative focus. Without hard evidence, Olive faces a much higher risk when speaking up, emphasizing the role of friendship and trust as Anh steps in to help expose Tom.
The film replaces the book’s anniversary kiss with an original two-year time jump. In this epilogue, Olive has completed her PhD and become a Stanford professor. Her students nickname her “Dr. Smite” due to her intense, demanding standards—a playful callback proving she survived Tom’s sabotage, built a powerful academic career of her own, and remained in a healthy relationship with Adam.
Yes. After clearing up the misunderstandings orchestrated by Tom and resolving their mutual fears of rejection, Adam and Olive confess their love and transition from their fake-dating arrangement into a genuine relationship that lasts well into the future.
