The film is set in the immediate aftermath of the release of The Jazz Singer with its industry-revolutionizing use of synchronized sound. However, dialogue dubbing of the sort central to the plot here was not possible until many years later.
When Lina meets Don at the R.F. Simpson's party after the big premiere of "The Royal Rascal", she mentions something like "I didn't see you last night at Wally Reid's party". Wallace Reid died in 1923 and the action of the film is set in 1927.
When Lina is having problems talking into the microphone hidden in the bush and Rosco and the sound man are in the booth, the sound man shakes his head and says, "She's gotta talk into the mike, I can't pick it up." His mouth clearly isn't moving as he says this.
R.F. Simpson tells his guests that Warner Brothers are making "a whole movie" using the new talkie system. He is referring to the Jazz Singer, which is mainly a silent movie. Only a small proportion of it contains sound.
At the premiere, Kathy (through Lina) announces to the audience that they will hear a live performance of "Singin' In The Rain" in they key of Ab (A flat), but the song is actually performed in the key of Eb (E flat)
When Don Lockwood is trying to create the romantic scene in the empty stage set, he says "We add five hundred thousand kilowatts of starlight" and flicks the switch to turn on the lights. "Five hundred thousand kilowatts" is a gross exaggeration as, even if there had been five hundred lights (highly unlikely), each would have had to produce one megawatt of energy, which would have immediately melted all the bulb filaments (and would have been impossible using 1920s technology anyway).
After the "Beautiful Girl" number, Mr. Simpson discusses hiring Kathy with Sid Phillips and Zelda Zanders. Sid Phillips delivers the line "Mr. Simpson might cast you as Zelda's sister." This is followed by an unusually prominent clicking mouth twitch, presumably out of character.
During the Cyd Charisse nightclub dance number when she's wrapped around Gene Kelly, her body completely changes position between frames due to a clumsy edit. According to commentary on the special edition DVD, this cut of only a few frames duration dates back to the original release of the film and no one knows why it exists.
When the diction coach is reading 'Moses Supposes', O'Connor is making faces behind his back. When the coach catches him in the act, they both flinch. When the camera then cuts to a wider shot, you see them both clearly flinch again.
When Don and Kathy are in the car together there is no windshield, but when she pulls up to R.F. Simpson's house there is a windshield. And when she leaves his house the windshield is noticebly larger.
In the "Moses Supposes" scene, the book that Cosmo throws over his shoulder can clearly be seen to the left of the desk. By the end of the song, the book is gone and a miniature trash can has taken its place.
The scene where Gene Kelly is shown performing in an action sequence from the silent film "The Dueling Cavalier" actually uses footage from his earlier film The Three Musketeers. At one point, Lana Turner, who played Lady de Winter in that film, is briefly seen coming through a door to embrace Kelly before being immediately replaced by new footage of Jean Hagen hugging Kelly.
During "Make 'Em Laugh", the green couch slowly changes position. It is in front of the hallway backdrop when Cosmo first enters that part of the scene, but it has moved stage left by the time Cosmo does the back flip off the backdrop.
About three-quarters into the film, Don Lockwood is with Kathy in the inside of a movie studio, showing her features of the background sky and lighting, as he throws on the light switches. He comes to the area of the big fan and the blades are in a 10 o'clock and 2 o'clock position. As he returns to the fan, the positions have changed. They then change back to the original position when he turns on the fan to blow on Kathy.
During "Beautiful Girl" number, the camera shows all the outfits curving downwards, starting with the pajamas and ending with the wedding dress. But when the camera closes in on the man singing and the women coming behind him, the wedding dress is in the middle with the others going outwards.
In "Make 'Em Laugh", when Cosmo sits down on the couch with the mannequin, his hat is pulled down over his forehead and the brim is flat. In the close-up, however, his hat is pushed back and the brim tilted up.
When R.F. Simpson plays the first talking picture demo at the after party of "The Royal Rascal", the video is obviously edited in because as Mr. Simpson is walking off screen-right, the video cuts him off in a few frames.
Near the end of Don Lockwood's film "The Royal Rascal", the stunt man leaps over the railing and falls onto what looks like a bed of soft sand. There is a cut to Lockwood getting to his feet, but the sand is gone and he is on what appears to be a brick or flagstone street.
When the audience watching the silent film "The Royal Rascal" is shown, they are brightly lit (this is especially true when they are shown in close-up), although the lights are raised slightly when the film ends. Even in the silent movie era, the lights in the auditorium were dimmed completely during film performances.
It shows that every studio started making Talkies after The Jazz Singer was released, but even the major studio balked at the idea. At the most, studios would release two Talkies a year, but they still released them also as Silents, since most cinemas were not equipped for Talkie films. Talkies were believed to just be a Fad. The last Silent film was made in 1936, ten years after The Jazz Singer came out.
Near the beginning of the film, when Don Lockwood flees from his fans outside the Chinese Theater, he jumps via other vehicles to the top of a tramcar. Running along its roof, he holds on to the trolley pole (current collector). This is live, and he would be instantly electrocuted.
The same crowd cheering noise is used twice in the opening scene outside Grauman's Chinese Theatre - first after Don Lockwood says "Not in front of all these people!", and secondly after Dora Bailey presses Don Lockwood to tell his life story.
As the curtain opens on the preview showing of "The Dueling Cavalier", the title card shown on the screen spells it "Duelling". However, since both spellings are in fact correct (from a grammar perspective), it is entirely possible that one was used during production, and the other adopted only at the preview.
At the end when Kathy will sing "Singin' in the Rain" for Lina, Lina is asked "What key should the song be played in." She says "A-flat". The band leader says, "Singin' in the Rain in A-flat", and then proceeds to conduct the song in E-flat.