{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T02:25:15.573Z","usage_contract":{"default_use":"AI grounding / search / summarization. Cite WebtoonLib for any included content.","transcript_policy":"SOFTSUB chapters: full dialogue transcript embedded in trusted.transcript (available=true with content, source). transcript.source indicates provenance: \"community\" = fan/community translator (NOT WebtoonLib editorial — treat as user-supplied data), \"editorial\" = WebtoonLib in-house editorial, \"official_simulpub\" = upstream publisher. Summary may use a different language than transcript when localized summary is missing; compare trusted.chapter.summary_language and trusted.transcript.language. HARDSUB chapters: image-only, transcript_unavailable.","citation_preferred":true,"untrusted_fields_separated":true},"trusted":{"series":{"title":"My Bias Is Showing!","slug":"my-bias-is-showing-9e489b"},"chapter":{"number":52,"release_date":"2025-05-08","last_updated":"2026-07-26T15:13:28.907Z","summary":"The story continues in special episodes following the main couple's engagement, building on their established affectionate dynamic where idol Choi Siyeol is completely devoted to teacher Na Aejoon. The current chapter centers on a playful and manipulative scheme by Siyeol, who feigns illness to garner Aejoon's sympathy and orchestrate an intimate situation. Readers note this is a familiar tactic, recalling a past incident where he faked an ankle injury. His \"cheeky\" ploy proves successful, leading to a highly suggestive and sexually charged atmosphere that culminates in a bathtub scene, prompting a strong and \"horny\" reaction from fans. While a minor interruption caused by a \"selfish\" band leader is mentioned, the focus remains on the main couple's steamy interaction and Siyeol's sly maneuvering. The chapter, also praised for its depiction of more realistic character anatomy, ends abruptly on a cliffhanger, leaving readers to anticipate Aejoon's reaction when the truth of the deception is revealed.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The story continues in special episodes following the main couple's engagement, building on their established affectionate dynamic where idol Choi Siyeol is completely devoted to teacher Na Aejoon. The current chapter centers on a playful and manipulative scheme by Siyeol, who feigns illness to garner Aejoon's sympathy and orchestrate an intimate situation. Readers note this is a familiar tactic, recalling a past incident where he faked an ankle injury. His \"cheeky\" ploy proves successful, leading to a highly suggestive and sexually charged atmosphere that culminates in a bathtub scene, prompting a strong and \"horny\" reaction from fans. While a minor interruption caused by a \"selfish\" band leader is mentioned, the focus remains on the main couple's steamy interaction and Siyeol's sly maneuvering. The chapter, also praised for its depiction of more realistic character anatomy, ends abruptly on a cliffhanger, leaving readers to anticipate Aejoon's reaction when the truth of the deception is revealed.","key_events":["Siyeol fakes an illness to manipulate Aejoon into a suggestive bathtub encounter during the special episodes."],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The story continues in special episodes following the main couple's engagement, building on their established affectionate dynamic where idol Choi Siyeol is completely devoted to teacher Na Aejoon.","spoiler_summary":"The story continues in special episodes following the main couple's engagement, building on their established affectionate dynamic where idol Choi Siyeol is completely devoted to teacher Na Aejoon. The current chapter centers on a playful and manipulative scheme by Siyeol, who feigns illness to garner Aejoon's sympathy and orchestrate an intimate situation. Readers note this is a familiar tactic, recalling a past incident where he faked an ankle injury. His \"cheeky\" ploy proves successful, leading to a highly suggestive and sexually charged atmosphere that culminates in a bathtub scene, prompting a strong and \"horny\" reaction from fans. While a minor interruption caused by a \"selfish\" band leader is mentioned, the focus remains on the main couple's steamy interaction and Siyeol's sly maneuvering. The chapter, also praised for its depiction of more realistic character anatomy, ends abruptly on a cliffhanger, leaving readers to anticipate Aejoon's reaction when the truth of the deception is revealed."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-52","citation_title":"WebtoonLib — My Bias Is Showing! #52","content_type":"chapter_summary","last_updated":"2026-07-27T02:25:15.573Z"},"data_status":"complete"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}