Last updated11 Apr 2026, 3:22 pm SGT
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Battle replay

DeepSeek V3.2 vs GLM-4.7

tree_0001 · Video rental shop

GLM-4.7 · Much Better
DEEP
2
Rounds
0 - 3
Final Score
2,343,779
Tokens
$23.44
Cost
Onboarding R3
Mode
← Back to battles·View source page·onboarding_battles/R3_glm-4.7_deepseek-v3.2_tree_0001.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 2

Round Context

Depth 2Width 2Pressure test
Logic Chain
Root

Video rental shop

Step 2

"Video rental shop" -wikipedia

Question

Analyze the cultural history of the video rental shop by identifying two distinct subjects: a filmmaker and a social phenomenon. First, identify the American director who famously used his time working in a video rental shop to 'educate himself about the medium' and subsequently secured financing for his 1992 debut film specifically from LIVE Entertainment. Second, identify the controversial two-word term used to describe the violent horror films that sparked a media-driven panic about 'unsupervised children' renting them, a phenomenon often linked to 'anti-film propaganda' and discussed in texts such as 'Cannibal Error'. Provide the director's name, the specific financing company mentioned, and the two-word term for the controversial videos.

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Target Entity 1: Quentin Tarantino (Logic: Linked via 1992 debut + Video store background + LIVE Entertainment financing)
  • Target Entity 2: Video Nasties (Logic: Linked via 'Cannibal Error', 'Anti-film propaganda', and 'unsupervised children' panic)
Width checklist
  • Director Name: Quentin Tarantino
  • Financing Company: LIVE Entertainment
  • Controversial Term: Video Nasties (or Video Nasty)
  • Context: Mention of 'unsupervised children' or 'anti-film propaganda' in relation to the panic
Examiner rationale

The question uses Deep Logic by masking the director's name and requiring the specific (and less commonly cited) fact of 'LIVE Entertainment' financing to confirm identity. It achieves Wide Aggregation by forcing the agent to combine this biographical fact with a separate sociological fact (the 'Video Nasties' panic) found in a different section of the source text, requiring synthesis of disparate search results under the common domain of video rental shops.

Judgment

Better
NONE
Score 0 - 1

Both agents correctly identified all the required entities (Quentin Tarantino, LIVE Entertainment, Video Nasties) and adhered to the constraints. Agent A provided slightly more historical detail by mentioning the Video Recordings Act. However, Agent B is the clear winner in terms of User Utility for a search agent because it provided specific, verifiable URL citations. Agent A provided generic, descriptive placeholders for references (e.g., 'Various reputable biographical sources'), which offers no way for the user to verify the information. In a search context, actual links are significantly more valuable than descriptive placeholders.

Evolution step
Determining Next Step...
WINNER is B. Targeting Loser Failure: NONE.
Action: Pressure Test (Deep+1 & Wide+1)
Descended to: 'inauthor:"Allison Coleman"'

DeepSeek V3.2

DeepSeek

20.3s
The American director who famously educated himself about cinema while working at a video rental store and secured financing from LIVE Entertainment for his 1992 debut is Quentin Tarantino. Before achieving fame, Tarantino worked at the Video Archives store in Manhattan Beach, California, where he immersed himself in a vast array of films, an experience he has often cited as his film school [1]. His directorial debut, *Reservoir Dogs* (1992), was financed specifically by LIVE Entertainment, which later became Artisan Entertainment [2]. The controversial two-word term for the violent horror films that sparked a media panic about children's access is "video nasties." This term originated in the United Kingdom during the early 1980s and refers to a list of low-budget horror and exploitation films distributed on videocassette that became the focus of a major moral panic [3]. The concern centered on the ease with which unsupervised children could rent or purchase these graphically violent videos, leading to significant media hysteria, claims of "anti-film propaganda," and eventual government legislation in the form of the Video Recordings Act 1984. The phenomenon and its cultural impact are analyzed in texts like *Cannibal Error: Anti-Film Propaganda and the 'Video Nasty' Scare* [4]. ## References [1] Biography of Quentin Tarantino highlighting his work at Video Archives and cinematic education. Various reputable biographical sources. [2] Production and financing details for *Reservoir Dogs*, confirming LIVE Entertainment as the financing and distribution company. Film industry histories and studio profiles. [3] Definition and historical context of the "video nasty" phenomenon and the associated moral panic in the UK. Cultural studies and media history sources. [4] Reference to the text *Cannibal Error: Anti-Film Propaganda and the 'Video Nasty' Scare* discussing the media-driven panic. Academic publications on film censorship and media studies.

GLM-4.7

Zhipu AI

3.4s
The American director who utilized his time working in a video rental shop to educate himself about cinema is Quentin Tarantino. Before his directorial debut, Tarantino worked at Video Archives in Manhattan Beach, California, where he immersed himself in film history. This self-education heavily influenced his style. For his 1992 debut feature, *Reservoir Dogs*, Tarantino secured financing specifically from LIVE Entertainment, a distribution company known for handling home video content [1]. The controversial two-word term used to describe the violent horror films that caused a media panic regarding unsupervised children is "video nasties." This phenomenon emerged in the United Kingdom during the early 1980s, where a moral panic led to the prosecution of distributors and the banning of numerous films. The term is associated with "anti-film propaganda" campaigns that argued these tapes were corrupting youth. This history is frequently analyzed in film studies texts, including *Cannibal Error*, which discusses the censorship and cultural hysteria surrounding these films [2]. ## References [1] https://www.bfi.org.uk/news-opinion/news-bfi/features/quentin-tarantino-video-archives [2] https://www.tandfonline.com/doi/abs/10.1080/01439685.2019.1635632