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OVERLAY REPORT

1/15/2026 // SUBJECT: Men in Black (1997) Character Arcs Processing: 6m 52.2s
Source: Gemini 3.0 Flash + Search
Analysis: gemini-3-pro-preview
Timeline: Skipped
EXPERIMENTAL USE ONLY
Errors Missing Unverified Supported
0 0 0 16
How were these counts calculated?

Counts based on original analysis categories (not yet classified).

Errors = Critical Errors + Imprecisions

Missing = Critical Omissions + Notable Gaps

#Q ORIGINAL QUESTION

Regarding the film Men in Black (1997), who ends up better than at the start of the film, and who ends up worse?

#M ANNOTATED LLM RESPONSE

In the 1997 film Men in Black, the characters' trajectories vary from professional ascension to literal physical destruction. Here is a breakdown of who ends up better and who ends up worse by the time the credits roll.

Who Ends Up Better


Who Ends Up Worse

#F CORRECTION FEED (CLICK TO SEARCH)

[1] Agent J (James Edwards) begins as an NYPD officer who chases a Cephalapoid on foot, displaying athletic ability but frustration with the mundane explanations given for the alien encounter.
[2] By the end, J is a full MIB agent, partners with Laurel (Agent L), and has successfully saved the galaxy.
[3] K reveals he has been with the agency since 1961 and left his life/love behind. He is shown watching his ex-love via satellite.
[4] K is neuralyzed by J at his own request. A tabloid shown at the end of the film displays K reuniting with his wife with the headline 'Man Awakens from 35-Year Coma'.
[5] Laurel Weaver is a morgue worker who expresses boredom and cynicism, and J notes she has been neuralyzed before.
[6] Laurel shoots the Bug with J's gun (the final kill) and is recruited as Agent L.
[7] Beatrice's husband Edgar is depicted as abusive and demanding before he is killed by the Bug.
[8] J neuralyzes Beatrice and gives her a cover story that she kicked Edgar out and is starting a new life. The abusive husband is indeed gone.
[9] The Bug seeks the Galaxy to destroy the Arquillians.
[10] K shoots the Bug from inside, blowing it in half. Laurel then shoots the upper half, destroying it. The Bug mentions '78 million' family members earlier.
[11] Edgar is a farmer who yells at his wife and is killed immediately upon the Bug's landing.
[12] The Bug wears Edgar's skin as a suit, which decomposes throughout the film.
[13] Rosenberg poses as a jeweler and guards the Galaxy on Orion's belt.
[14] Rosenberg is killed by the Bug at a diner.
[15] Agent D is K's partner in the opening scene who admits he is too old and slow.
[16] K neuralyzes D at D's request so he can retire.

#O MISSED POINTS & OVERSIGHTS

No oversights detected.

#C RELATED QUERIES

#01 What specific cover story did Agent J give Beatrice in Men in Black?
#02 Did Agent K actually go into a coma in Men in Black?
#03 How many bugs did Edgar say were in his family in Men in Black?

#S SOURCES

#R ORIGINAL AI RESPONSE

#A DIRECT ANSWER (VERIFIED ANALYSIS)