[
  {
    "prompt": "Search the web for deep academic or critical analysis of Ex Machina (2014). Search for: 'Ex Machina film analysis AI consciousness deception alignment academic' and 'Ex Machina Ava manipulation Turing test philosophy'. Extract content from the best 2-3 analytical sources. I need: (1) Analysis of what Ava's escape says about AI alignment, (2) Analysis of how each character represents a different failure mode in AI development, (3) The film's argument about consciousness vs performance of consciousness. Return actual quotes and arguments from the sources.",
    "chosen": "I'll systematically search for deep analytical content on Ex Machina and extract the best material. Let me start with both search queries.\n\n<tool_call>\n{\"name\": \"web_search\", \"arguments\": {\"query\": \"Ex Machina film analysis AI consciousness deception alignment academic\"}}\n</tool_call>\n<tool_result>\n{\"results\": [{\"title\": \"Ex Machina (film) - Wikipedia\", \"url\": \"https://en.wikipedia.org/wiki/Ex_Machina_(film)\", \"snippet\": \"It examines the relationship between the two men and Ava, a humanoid robot with artificial intelligence, and addresses themes of consciousness and what it ...\"}, {\"title\": \"Ex Machina: A Critical Analysis of AI Through Film\", \"url\": \"https://medium.com/@marklewisux/ex-machina-a-critical-analysis-of-ai-through-film-b1ee11b96d5f\", \"snippet\": \"Alex Garland's Ex Machina is far more than a science fiction thriller \u2014 it is a masterfully crafted philosophical exploration of artificial intelligence, ...\"}, {\"title\": \"The Hidden Layers of Meaning in \\\"Ex Machina\\\" - Medium\", \"url\": \"https://medium.com/@storyonscreen/the-hidden-layers-of-meaning-in-ex-machina-31db6e391f0a\", \"snippet\": \"In this analysis, we delve into the philosophical, psychological, and societal implications embedded within the film, exploring how it challenges our ...\"}, {\"title\": \"Ex Machina Analysis: An AI Alignment Case Study - YouTube\", \"url\": \"https://www.youtube.com/watch?v=_cQo0VHkWHM\", \"snippet\": \"This video discusses the ex-machina thought experiment. It considers how the Ava model was trained, how it was evaluated, and the implications ...\"}, {\"title\": \"\\\"Ex Machina\\\": A Masterclass in AI Ethics & Human Vulnerability\", \"url\": \"https://medium.com/@DavidDasworksHere/ex-machina-a-masterclass-in-ai-ethics-human-vulnerability-6f90ebc0cf58\", \"snippet\": \"TL;DR In the film Ex Machina (2014), a reclusive billionaire creates an advanced AI named Ava and invites a young programmer to administer the ...\"}, {\"title\": \"Film Review: Ex Machina - Existential Comics\", \"url\": \"https://existentialc",
    "session": "session_20260315_141618_c79ffa.json"
  }
]