
Synopsis – After an impulsive kiss, two scientists end up in a fake relationship, testing their theories about love and each other.
My Take – We live in a time when streaming platforms are aggressively chasing bestselling books, eager to secure stories that come with loyal, built-in audiences. As competition intensifies, popular novels are being optioned faster than ever, often before rival studios get the chance.
It is hardly surprising, then, that Ali Hazelwood’s bestselling 2021 romance has found its way to Prime Video. Originally published online in 2018 as Head Over Feet, a Star Wars fan fiction centered on the popular “Reylo” pairing of Rey and Kylo Ren, the story follows a Stanford Ph.D. candidate and a professor who enter into a fake relationship that gradually becomes something more.
To be fair, the film is undeniably predictable, occasionally a little awkward, and rarely ventures beyond the familiar beats that define the genre. Yet that is also part of its charm. It makes no attempt to reinvent the romantic comedy, nor does it need to. Instead, it embraces everything audiences love about the formula: fake dating, accidental intimacy, emotional misunderstandings, and a brooding academic who slowly reveals a softer side.
The film knows exactly when to lean into humor, when to dial up the romantic tension, and when to simply let its central love story breathe. Director Claire Scanlon (Set It Up) and writer Sarah Rothschild clearly respect the source material and faithfully recreating many of the moments readers were most eager to see on screen, including the book’s steamier sequences.
And of course, it also helps that Lili Reinhart and Tom Bateman bring enough warmth, chemistry, and sincerity to make the romance engaging for longtime fans and newcomers alike. There is also something refreshing about a rom-com that wholeheartedly embraces its cheesier instincts and prioritizes entertainment over realism. The film may not offer anything revolutionary, but it serves as a reminder that there is still plenty of value in executing a familiar formula well.

The story follows Olive Smith (Lili Reinhart), a socially awkward Ph.D. candidate at Stanford whose life revolves around academia and pancreatic cancer research, a path shaped by the loss of her mother to the disease when she was just fifteen. Her world is brightened by fellow graduate student Anh (Rachel Marsh), whose friendship helps pull Olive out of her shell. From intimate Love Island watch parties to holiday visits that offer a sense of belonging, Anh gives Olive something she has been missing for years: a place to call home.
When Anh develops feelings for Olive’s crush, Jeremy (Nicholas Duvernay), Olive encourages her to pursue him. Anh refuses, convinced that Olive still harbors feelings for Jeremy, leaving Olive desperate to prove otherwise. To keep her friend from sacrificing a potential relationship, Olive concocts a lie about having a boyfriend. That lie quickly spirals out of control. Cornered by Anh near her lab and needing evidence on the spot, Olive impulsively kisses the last person anyone would expect: the notoriously intimidating Professor Adam Carlsen (Tom Bateman), a brilliant but feared faculty member nicknamed “Dr. Evil” by students.
What begins as a split-second decision soon turns into something far more complicated. Adam, it turns out, has problems of his own. Seeking approval for a crucial research grant, he faces skepticism from a review board that views him as a potential flight risk with no real ties to the area. Olive’s fabricated romance presents an unexpectedly convenient solution.
A visible relationship with a well-known Stanford student could make Adam appear more settled and invested in the university, strengthening his case for funding. And so the pair enter a carefully negotiated fake-dating agreement, complete with boundaries, rules, and one very firm condition: their relationship exists only within the confines of campus life. Naturally, those assurances prove to be famous last words.
While the premise relies on familiar rom-com beats, its academic setting gives the story a distinct flavor. Surrounded by research labs, grant applications, and the pressures of academia, Olive and Adam’s romance feels fresher than the average workplace love story. The film also benefits from grounding its fake-dating premise in friendship. Olive enters the arrangement not because she is chasing romance, but because she wants Anh to pursue her feelings for Jeremy. Their friendship remains one of the film’s strongest emotional threads.

Another welcome touch is the way the romance handles consent and boundaries. Despite his intimidating reputation, Adam never assumes what Olive wants, and their relationship develops through mutual respect rather than forced misunderstandings. At its heart, the story is about two imperfect people helping each other grow. Olive may excel in the lab, but she struggles with confidence when presenting her work. Rather than solving her problems for her, Adam helps her find confidence in herself. In return, Olive draws him out of his isolated academic bubble, introducing him to her friends and a life beyond research.
Perhaps most refreshing is that neither character is forced to sacrifice their ambitions for love. Adam remains committed to Stanford, while Olive continues pursuing opportunities that could shape her scientific career. By allowing both characters to keep their individual goals, the film makes their eventual relationship feel more satisfying.
That said, the adaptation is not without flaws. While characters like Anh, Jeremy, and Olive’s roommate Malcolm (Jaboukie Young-White) are likable, the screenplay gives them limited development. Malcolm, in particular, feels underserved, despite being an important part of Olive’s support system. The film’s biggest shortcoming, however, is its handling of Tom Benton (Arty Froushan) and his misconduct. Although he threatens Olive’s career and reputation, the fallout never carries the weight it deserves.
For a story so invested in Olive’s future as a scientist, the consequences feel surprisingly underexplored. Instead, the subplot largely functions as a convenient obstacle before the inevitable reconciliation between Olive and Adam, leaving the film’s most serious conflict feeling somewhat rushed.
Nevertheless, the film’s biggest strength is the chemistry between Lili Reinhart and Tom Bateman. Reinhart perfectly captures Olive’s intelligence, awkward charm, and vulnerability, while Bateman (who also happens to be Daisy Ridley’s real-life husband) balances Adam’s intimidating exterior with just enough warmth to make the character irresistible. Together, they share an easy, believable chemistry that elevates the familiar material. Strong support from Rachel Marsh, Nicholas Duvernay, Jaboukie Young-White, and Arty Froushan only adds to the film’s appeal. On the whole, ‘The Love Hypothesis‘ is a sweet and entertaining rom-com that embraces every cliché and makes them work.
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Directed – Claire Scanlon
Starring – Lili Reinhart, Tom Bateman, Rachel Marsh
Rated – R
Run Time – 110 minutes
