Infrastructure tools to support an effective radiation oncology learning health system

Good Will Hunting
Theatrical release poster
Directed by	Gus Van Sant
Written by	Ben Affleck Matt Damon
Produced by	Lawrence Bender
Starring	Robin Williams Matt Damon Ben Affleck Stellan Skarsgård Minnie Driver
Cinematography	Jean-Yves Escoffier
Edited by	Pietro Scalia
Music by	Danny Elfman
Production company	Be Gentlemen[1]
Distributed by	Miramax Films[1]
Release dates	December 2, 1997 (1997-12-02) (Bruin Theater) December 5, 1997 (1997-12-05) (United States)
Running time	126 minutes[1]
Country	United States[1]
Language	English
Budget	$10 million[2]
Box office	$225.9 million[3]

Good Will Hunting is a 1997 American drama film directed by Gus Van Sant and written by Ben Affleck and Matt Damon. It stars Robin Williams, Damon, Affleck, Stellan Skarsgård and Minnie Driver. The film tells the story of janitor Will Hunting, whose mathematical genius is discovered by a professor at MIT.

The film received acclaim from critics and grossed over $225 million during its theatrical run against a $10 million budget. At the 70th Academy Awards, it received nominations in nine categories, including Best Picture and Best Director, and won in two: Best Supporting Actor for Williams and Best Original Screenplay for Affleck and Damon. In 2014, it was ranked at number 53 in The Hollywood Reporter's "100 Favorite Films" list.^[4]

Twenty-year-old Will Hunting of South Boston is a self-taught math genius who was recently paroled after completing a prison term. He works as a janitor at MIT, and spends his free time drinking with his friends Chuckie, Billy and Morgan.

When Professor Gerald Lambeau posts a difficult combinatorial mathematics problem on a blackboard as a challenge for his graduate students, Will solves the problem anonymously, stunning both the students and Lambeau. As a challenge to the unknown genius, Lambeau posts an even more difficult problem. He later catches Will writing the solution on the blackboard late at night, but initially thinks Will is vandalizing it and chases him off. At a bar, Will meets Skylar, an English woman about to graduate from Harvard College, who plans on attending medical school at Stanford.

Meanwhile, Lambeau, realizing Will was not vandalizing the problem but solving it, asks the campus maintenance staff his whereabouts, but is informed he did not turn up for work. Lambeau learns Will was placed at MIT by a parole program, and obtains his parole officer's details.

Will and his friends start a fight with a gang that includes a member who used to bully Will as a child. Will is arrested after he attacks a responding police officer. Lambeau sits in on his court appearance and watches Will defend himself. He arranges for Will to avoid jail time if he agrees to study mathematics under Lambeau's supervision and participate in psychotherapy sessions. Will agrees but treats his therapists with mockery.

In desperation, Lambeau calls on Dr. Sean Maguire, his college roommate, who now teaches psychology at Bunker Hill Community College. Unlike the other therapists, Sean actually challenges Will's defense mechanisms. During the first session, Will insults his deceased wife, and Sean threatens him, but after a few unproductive sessions, Will finally begins to open up.

Will is particularly struck by Sean's story of how he met his wife, who later died of cancer, by giving up his ticket to the historic game six of the 1975 World Series after falling in love at first sight. Sean's explanation for surrendering his ticket was to "see about a girl", and he does not regret his decision. This encourages Will to build a relationship with Skylar, though he lies to her about his past and is reluctant to introduce her to his friends or show her his home. Will also challenges Sean to take an objective look at his own life, since Sean cannot move on from his wife's death.

Lambeau sets up a number of job interviews for Will, but he scorns them by sending Chuckie as his "chief negotiator", and by turning down a position at the NSA with a scathing critique of the agency's moral position. Skylar asks Will to move to California with her, but he refuses and tells her he is an orphan, and that his foster father physically abused him.

Will breaks up with Skylar and later storms out on Lambeau, dismissing the mathematical research he has been doing. Sean points out to Will that he is so adept at anticipating future failure in his interpersonal relationships that he deliberately sabotages them to avoid emotional pain. Chuckie likewise challenges Will over his resistance to taking any of the positions he interviews for, telling him he owes it to his friends to make the most of opportunities they will never have, even if it means leaving one day. He then tells Will that the best part of his day is the brief moment when he waits at his doorstep, thinking Will has moved on to something greater.

Will walks in on a heated argument between Sean and Lambeau over Will's potential. Lambeau leaves, and Sean and Will talk and it comes to light that they were both victims of child abuse. Sean helps him see that he is a victim of his own inner demons and to accept that the abuse he received was not his fault by repeatedly stating, "It's not your fault", causing him to break down in tears in Sean's arms. Will accepts one of the job offers arranged by Lambeau. Having helped Will manage his problems, Sean reconciles with Lambeau, deciding to take a sabbatical.

Will's friends give him a used car for his 21st birthday so he can commute to work. Later, Chuckie goes to Will's to pick him up, only to find that he is not there, much to his happiness, as Will had finally done what Chuckie had been wishing for all these years. Will leaves a note for Sean asking him to tell Lambeau that he had to go "see about a girl", revealing he passed on the job offer and instead is heading to California to reunite with Skylar.

Matt Damon started writing the film as a final assignment for a playwriting class that he was taking at Harvard University.^[5] Instead of writing a one-act play, Damon submitted a 40-page script.^[5] He wrote into his script his then-girlfriend, medical student Skylar Satenstein (credited in the closing credits of the film).^[6] Damon said that the only scene from that script to survive verbatim was when Will (Damon) meets his therapist, Sean Maguire (Robin Williams), for the first time.^[5] Damon asked Ben Affleck to develop the screenplay with him. They completed the script in 1994.^[5] At first, it was written as a thriller about a young man in the rough-and-tumble streets of South Boston who possesses a superior intelligence and is targeted by the government with heavy-handed recruitment.^[5]

Castle Rock Entertainment bought the script for $675,000 against $775,000, meaning that Damon and Affleck would earn an additional $100,000 if the film was produced, and they retained sole writing credit.^{[citation needed]} Castle Rock Entertainment president Rob Reiner urged them to drop the thriller aspect of the story and to focus on the relationship between Will and his therapist. Terrence Malick told Affleck and Damon over dinner that the film ought to end with Will's decision to follow his girlfriend Skylar to California, not them leaving together.^[7]

At Reiner's request, screenwriter William Goldman read the script. Goldman consistently denied the persistent rumor that he wrote Good Will Hunting or acted as a script doctor. In his book Which Lie Did I Tell?, Goldman jokingly writes, "I did not just doctor it. I wrote the whole thing from scratch," before dismissing the rumor as false and saying that his only advice was agreeing with Reiner's suggestion.^[8]

Affleck and Damon proposed to act in the lead roles, but many studio executives said that they wanted Brad Pitt and Leonardo DiCaprio.^[9] Meanwhile, Kevin Smith was working with Affleck on Mallrats, and with both Damon and Affleck on Chasing Amy.^[10] Castle Rock Entertainment put the script in turnaround and gave Damon and Affleck 30 days to find another buyer for the script who would reimburse Castle Rock Entertainment the money paid; otherwise the script would be reverted to Castle Rock Entertainment, and Damon and Affleck would be out. All of the studios that were involved in the original bidding war for the screenplay turned the pair down, taking meetings with Affleck and Damon only to tell them this to their face.

As a last resort, Affleck passed the script to his Chasing Amy director Kevin Smith, who read it and promised to walk the script directly into Harvey Weinstein's office at Miramax Films. Weinstein read the script, loved it, and paid Castle Rock Entertainment their due, while also agreeing to let Damon and Affleck star in the film. Weinstein asked that a few scenes be removed, including an out-of-place, mid-script oral sex scene that Damon and Affleck added to trick executives who were not looking closely.^[5]

After buying the rights from Castle Rock Entertainment, Miramax Films put the film into production. Several well-known filmmakers were originally considered to direct, including Mel Gibson and Michael Mann.^[11] Originally, Affleck asked Kevin Smith whether he was interested in directing. He declined, saying that they needed a "good director",^[12] that he directed only projects that he wrote, and that he was not much of a visual director, but he still served as one of the film's co-executive producers. Damon and Affleck chose Gus Van Sant, whose work on previous films, like Drugstore Cowboy, had left a favorable impression on the fledgling screenwriters. Miramax Films was persuaded and hired Van Sant to direct the film.^[13][14][15]

Filming took place between April and June 1997. Although the story is set in Boston, and many of the scenes were shot on location in the Greater Boston area, many of the interior shots were filmed at locations in Toronto, with the University of Toronto standing in for MIT and Harvard University. The classroom scenes were filmed at McLennan Physical Laboratories (of the University of Toronto) and Central Technical School. Harvard normally disallows filming on its property, but permitted limited filming by the project after intervention by Harvard alumnus John Lithgow.^[16] Likewise, only the exterior shots of Bunker Hill Community College were filmed in Boston; however, Sean's office was built in Toronto as an exact replica of one at the college.^[17]

The interior bar scenes set in "Southie" were shot on location at Woody's L Street Tavern.^[18] Meanwhile, the homes of Will (190 West 6th Street) and Sean (259 E Street), although portrayed as some distance apart in the film, are actually next door to each other on Bowen Street, the narrow street that Chuckie drives on to walk up to Will's back door.^[19][20]

The Bow and Arrow Pub, which was located at the corner of Bow Street and Massachusetts Avenue in Cambridge, doubled as the exterior of the Harvard bar in which Will meets Skylar for the first time.^[21] The Baskin-Robbins/Dunkin' Donuts featured in the "How do you like them apples?" scene was next door to the pub at the time of the film's release.^[20] The Harvard Bar interior scenes were filmed at the Upfront Bar and Grill on Front St. E. in Toronto.^[22]

The Tasty, at the corner of JFK and Brattle Streets, was the scene of Will and Skylar's first kiss.^[23] The Au Bon Pain, where Will and Skylar discuss the former's photographic memory, was at the corner of Dunster Street and Mass Ave.^[24]

The Boston Public Garden bench on which Will and Sean sat for a scene in the film became a temporary shrine after Williams's death in 2014.^[25]

The film's end-credits roll over a since-famous, continuous shot of the car Hunting is driving to California, with the songs "Miss Misery" and "Afternoon Delight" playing on the soundtrack. It was shot on a stretch of the Massachusetts Turnpike. The car eventually disappears down the road after passing under the bridge carrying the West Stockbridge Road.^[26]

Good Will Hunting: Music from the Miramax Motion Picture
Soundtrack album by Various artists
Released	December 2, 1997
Genre	Soundtrack indie rock acoustic rock indie folk
Length	52:16
Label	Capitol

The musical score for Good Will Hunting was composed by Danny Elfman, who had previously collaborated with Gus Van Sant on To Die For and would go on to score many of Van Sant's other films.^[27] The film also features many songs written and recorded by singer-songwriter Elliott Smith. His song "Miss Misery" was nominated for the Academy Award for Best Original Song but lost to "My Heart Will Go On" from Titanic.^[28] Elfman's score was also nominated for an Oscar but lost to Titanic as well. On September 11, 2006, The Today Show used Elfman's song "Weepy Donuts" while Matt Lauer spoke during the opening credits.

A soundtrack album for the film was released by Capitol Records on November 18, 1997, although only two of Elfman's cues appear on the release.^[29][30]

"Afternoon Delight" by the Starland Vocal Band was featured in the film but did not appear on the soundtrack album.

Good Will Hunting: Original Motion Picture Soundtrack
Soundtrack album by Danny Elfman, Elliott Smith
Released	March 3, 2014
Genre	Soundtrack
Label	Music Box Records

A limited-edition soundtrack album featuring Elfman's complete score from the film was released by Music Box Records on March 3, 2014. The soundtrack, issued in 1500 copies, includes all of Elfman's cues (including music not featured on the rare Miramax Academy promo) and contains the songs by Elliott Smith. One of the tracks is Smith's songs with Elfman's arrangements added to the mix.^[31]

1. Main Title (2:44)
2. Genie Mopper (0:37)
3. First Calculation (1:08)
4. Theorem (0:42)
5. Kick Ass Choir (0:59)
6. Mystery Math (2:28)
7. Them Apples (0:57)
8. Jail (1:13)
9. Second Shrink (1:14)
10. Any Port (1:25)
11. Times Up (1:14)
12. Oliver Twist (1:58)
13. Staring Contest (0:49)
14. Secret Weapon (0:57)
15. Retainer (Part A) (0:58)
16. Retainer (Part B) (0:20)
17. Tell You Something (0:48)
18. No Love Me (0:47)
19. Fire Music (1:11)
20. Whose Fault (2:34)
21. End Titles (3:50)
22. Between the Bars (Orchestral) (1:09) – Performed by Elliott Smith / Arr. by Elfman
23. No Name #3 (3:04) – Performed by Elliott Smith
24. Say Yes (2:15) – Performed by Elliott Smith
25. Between the Bars (2:21) – Performed by Elliott Smith
26. Angeles (2:55) – Performed by Elliott Smith
27. Miss Misery (3:12) – Performed by Elliott Smith

In an early version of the script, Will Hunting was going to be a physics prodigy, but Nobel Laureate in Physics Sheldon Glashow at Harvard told Damon that the subject should be math instead of physics. Glashow referred Damon to his brother-in-law, Daniel Kleitman, a mathematics professor at MIT. Columbia University physics and math professor Brian Greene at the Tribeca Sloan retrospectively explained that for physics, "Having some deep insight about the universe [⁠ ⁠.⁠ ⁠.⁠ ⁠.⁠ ⁠] typically [⁠ ⁠is ⁠] a group project in the modern era", while "doing some mathematical theorem is a singular undertaking very often".^[32][33] Patrick O'Donnell, professor of physics at the University of Toronto, served as the mathematical consultant for the film.^[34] In the spring of 1997, Damon and Affleck asked Kleitman to "speak math to us" for writing realistic dialogue, so Kleitman invited postdoc Tom Bohman to join him, giving them a "quick lecture". When asked for a problem that Will could solve, Kleitman and Bohman suggested the unsolved computer science P versus NP problem, but the film used other problems. The plot was inspired by George Dantzig's real life story.^[35]

The main hallway blackboard is used twice to reveal Will's talent, first to the audience, and second to Professor Lambeau. Damon based it on his artist brother Kyle visiting MIT's Infinite Corridor and writing "an incredibly elaborate, totally fake, version of an equation" on a blackboard, which lasted for months. Kyle returned to Matt, saying that MIT needed those blackboards "because these kids are so smart they just need to, you know, drop everything and solve problems!".^[36]

Near the start of the film, Will sets aside his mop to study a difficult problem posed by Lambeau on the blackboard.^[37] The problem has to do with intermediate-level graph theory, but Lambeau describes it as an advanced "Fourier system".

To answer the first part of the question, Will chalks up an adjacency matrix:

To answer the second part, he determines the number of 3-step walks in the graph, and finds the third power matrix:

The third and fourth parts of the question concern generating functions. The other characters are astounded that a janitor shows such facility with matrices.

Lambeau subsequently poses a new challenge on the blackboard: state Cayley's formula and "draw all the homeomorphically irreducible trees with ". Will writes eight of the ten trees correctly before Lambeau interrupts.^[38]

In the film's opening weekend in limited release, it grossed $272,912. When it opened nationwide in January 1998, it grossed $10,261,471 for the weekend. It went on to gross $138,433,435 in the United States and Canada, surpassing Pulp Fiction as Miramax's highest grossing film in that market at the time.^[39] It grossed $225,933,435 worldwide.^[3]

Good Will Hunting was met with widespread critical acclaim on release. On the review aggregator Rotten Tomatoes, the film holds an approval rating of 97%, based on 91 reviews, with an average rating of 8.10/10. The website's critical consensus reads: "It follows a predictable narrative arc, but Good Will Hunting adds enough quirks to the journey – and is loaded with enough powerful performances – that it remains an entertaining, emotionally rich drama."^[40] On Metacritic, the film has a weighted average score of 71 out of 100, based on 28 critics, indicating "generally favorable reviews".^[41] Audiences surveyed by CinemaScore gave the film an average grade of "A" on a scale of A+ to F.^[42]

Roger Ebert of the Chicago Sun-Times gave the film three stars out of four, writing that while the story is "predictable", it is "the individual moments, not the payoff, that make it so effective".^[43]

Duane Byrge of The Hollywood Reporter praised the performances of the cast, writing, "The acting is brilliant overall, with special praise to Matt Damon for his ragingly tender portrayal of the boy cursed with genius."^[44]

Peter Stack of the San Francisco Chronicle was equally positive, writing, "The glow goes well beyond a radiant performance by Matt Damon ... Intimate, heartfelt and wickedly funny, it's a movie whose impact lingers."^[45]

Owen Gleiberman, writing for Entertainment Weekly, gave the film a "B", stating, "Good Will Hunting is stuffed – indeed, overstuffed – with heart, soul, audacity, and blarney. You may not believe a minute of it, but you don't necessarily want to stop watching." He also noted Damon's and Williams's chemistry, describing it as "a quicksilver intercepting each other's thoughts".^[46]

Janet Maslin of The New York Times called the screenplay "smart and touching", and praised Van Sant for directing with "style, shrewdness and clarity". She also complimented the production design and cinematography, which were able to effortlessly move the viewer from "classroom to dorm room to neighborhood bar", in a small setting.^[47]

Quentin Curtis of The Daily Telegraph opined that Williams's performance brought "sharpness and tenderness", calling the film a "crowd-pleaser, with bags of charm to spare. It doesn't bear thinking too much about its message ... Damon and Affleck's writing has real wit and vigour, and some depth."^[48]

Andrew O'Hehir of Salon stated that despite the "enjoyable characters", he thought that the film was somewhat superficial, writing, "there isn't a whole lot of movie to take home with you ... many will wake the next morning wondering why, with all that talent on hand, it amounts to so little in the end."^[49]

Writing for the BBC, Nev Pierce gave the film four stars out of five, describing it as "touching, without being sentimental", although he felt that some scenes were "odd lapses into self-help speak".^[50]

Emanuel Levy of Variety called the film a "beautifully realized tale ... engaging and often quite touching". He felt that the film's visual style showcased Van Sant's talent, but the plot was "quite predictable".^[51]

Several scholars have examined the role of class, religion and the cultural geography of Boston in the film. Jeffrey Herlihy-Mera observed that the residual Catholic–Protestant tensions in Boston are an important backdrop in the film, as Irish Catholics from Southie are aligned against ostensibly Protestant characters who are affiliated with Harvard and MIT.^[52] Emmett Winn has argued that character interactions show class conflict and stunted social mobility,^[53] while, similarly, David Lipset commented that class inequality is a driving subtext.^[54]

Award	Category	Nominee(s)	Result	Ref.
Academy Awards	Best Picture	Lawrence Bender	Nominated	[55]
	Best Director	Gus Van Sant	Nominated
	Best Actor	Matt Damon	Nominated
	Best Supporting Actor	Robin Williams	Won
	Best Supporting Actress	Minnie Driver	Nominated
	Best Screenplay – Written Directly for the Screen	Matt Damon and Ben Affleck	Won
	Best Film Editing	Pietro Scalia	Nominated
	Best Original Dramatic Score	Danny Elfman	Nominated
	Best Original Song	"Miss Misery" Music and Lyrics by Elliott Smith	Nominated
American Cinema Editors Awards	Best Edited Feature Film	Pietro Scalia	Nominated
Berlin International Film Festival	Golden Bear	Gus Van Sant	Nominated	[56]
	Outstanding Single Achievement	Matt Damon	Won
Blockbuster Entertainment Awards	Favorite Actor – Video		Won
	Favorite Actress – Video	Minnie Driver	Nominated
BMI Film & TV Awards	Film Music Award	Danny Elfman	Won
Boston Society of Film Critics Awards	Best Screenplay	Matt Damon and Ben Affleck	3rd Place	[57]
Chicago Film Critics Association Awards	Most Promising Actor	Ben Affleck	Nominated	[58]
		Matt Damon	Won
Chlotrudis Awards	Best Screenplay	Matt Damon and Ben Affleck	Nominated	[59]
Critics' Choice Awards	Best Picture		Nominated	[60]
	Best Original Screenplay	Matt Damon and Ben Affleck	Won
	Breakthrough Artist	Matt Damon	Won
Dallas–Fort Worth Film Critics Association Awards	Best Film		Nominated
Directors Guild of America Awards	Outstanding Directorial Achievement in Motion Pictures	Gus Van Sant	Nominated	[61] [62]
Empire Awards	Best Film		Nominated	[63]
European Film Awards	Outstanding European Achievement in World Cinema	Stellan Skarsgård	Won	[64]
Florida Film Critics Circle Awards	Best Newcomer	Matt Damon and Ben Affleck	Won	[65]
Golden Globe Awards	Best Motion Picture – Drama		Nominated	[66] [67]
	Best Actor in a Motion Picture – Drama	Matt Damon	Nominated
	Best Supporting Actor – Motion Picture	Robin Williams	Nominated
	Best Screenplay – Motion Picture	Matt Damon and Ben Affleck	Won
Golden Reel Awards	Best Sound Editing – Music (Domestic and Foreign)	Kenneth Karman	Nominated
Golden Trailer Awards	Best Drama		Won
Humanitas Prize	Feature Film	Matt Damon and Ben Affleck	Won	[68]
Japan Academy Film Prize	Outstanding Foreign Language Film		Nominated
Key Art Awards	Home Entertainment Audio/Visual Trailer	R.D. Womack II	Won
Las Vegas Film Critics Society Awards	Most Promising Actor	Matt Damon (also for The Rainmaker)	Won	[69]
London Film Critics Circle Awards	Screenwriter of the Year	Matt Damon and Ben Affleck	Nominated
	Actor of the Year	Matt Damon	Nominated
	British Supporting Actress of the Year	Minnie Driver	Won[a]
MTV Movie Awards	Best Movie		Nominated	[70]
	Best Male Performance	Matt Damon	Nominated
	Best On-Screen Duo	Matt Damon and Ben Affleck	Nominated
	Best Kiss	Matt Damon and Minnie Driver	Nominated
National Board of Review Awards	Top Ten Films		4th Place	[71]
	Special Achievement in Filmmaking	Matt Damon and Ben Affleck	Won
Online Film & Television Association Awards	Best Picture	Lawrence Bender	Nominated	[72]
	Best Drama Picture		Nominated
	Best Actor	Matt Damon	Nominated
	Best Drama Actor		Nominated
	Best Supporting Actor	Robin Williams	Nominated
	Best Original Screenplay	Matt Damon and Ben Affleck	Won
	Best Ensemble		Nominated
Online Film Critics Society Awards	Best Screenplay	Matt Damon and Ben Affleck	Nominated	[73]
Producers Guild of America Awards	Outstanding Producer of Theatrical Motion Pictures	Lawrence Bender	Nominated
Promax Awards	Home Entertainment Movie Promotion	R.D. Womack II	Nominated
Russian Guild of Film Critics Awards	Best Foreign Actor	Matt Damon	Nominated
Satellite Awards	Best Motion Picture – Drama		Nominated	[74]
	Best Director – Motion Picture	Gus Van Sant	Nominated
	Best Actor in a Motion Picture – Drama	Matt Damon	Nominated
	Best Supporting Actor in a Motion Picture – Drama	Robin Williams	Nominated
	Best Supporting Actress in a Motion Picture – Drama	Minnie Driver	Nominated
	Best Original Screenplay	Matt Damon and Ben Affleck	Won
Screen Actors Guild Awards	Outstanding Performance by a Cast in a Motion Picture	Ben Affleck, Matt Damon, Minnie Driver, Stellan Skarsgård, and Robin Williams	Nominated	[75]
	Outstanding Performance by a Male Actor in a Leading Role	Matt Damon	Nominated
	Outstanding Performance by a Male Actor in a Supporting Role	Robin Williams	Won
	Outstanding Performance by a Female Actor in a Supporting Role	Minnie Driver	Nominated
Southeastern Film Critics Association Awards	Best Picture		8th Place	[76]
Telly Awards	Best Drama Trailer	R.D. Womack II	Won
Turkish Film Critics Association Awards	Best Foreign Film		16th Place
Writers Guild of America Awards	Best Screenplay – Written Directly for the Screen	Matt Damon and Ben Affleck	Nominated	[77]

• The Man Who Knew Infinity
• Ramanujan
• List of films about mathematicians
• Farmers and Fishermen: Two Centuries of Work in Essex County, Massachusetts, 1630–1850

• Good Will Hunting at IMDb
• Good Will Hunting at the TCM Movie Database
• Good Will Hunting at Box Office Mojo
• Screenplay on IMSDb
• Grime, James. "The Real Good Will Hunting". Numberphile. Brady Haran. Archived from the original on April 19, 2017. Retrieved April 7, 2013.
• Then & Now: Revisiting Good Will Hunting – Boston.com