{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T00:37:58.119Z","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":15,"release_date":"2025-05-08","last_updated":"2026-07-26T10:56:47.998Z","summary":"Following their passionate night, Siyeol presses on with his manipulative revenge plot, convinced he's teaching Aejoon a lesson. However, his calculated cruelty is backfiring, as he finds himself genuinely falling for his target. While Siyeol deepens his deception to \"fool him for good,\" Aejoon remains painfully unaware, thoughtfully questioning whether his own feelings are just fan worship or true love. Readers are incensed by Siyeol's foolishness, built on a massive misunderstanding involving Aejoon's cousin, and eagerly anticipate the dramatic fallout when the truth is revealed and Siyeol is forced to confront his actions.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following their passionate night, Siyeol presses on with his manipulative revenge plot, convinced he's teaching Aejoon a lesson. However, his calculated cruelty is backfiring, as he finds himself genuinely falling for his target. While Siyeol deepens his deception to \"fool him for good,\" Aejoon remains painfully unaware, thoughtfully questioning whether his own feelings are just fan worship or true love. Readers are incensed by Siyeol's foolishness, built on a massive misunderstanding involving Aejoon's cousin, and eagerly anticipate the dramatic fallout when the truth is revealed and Siyeol is forced to confront his actions.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following their passionate night, Siyeol presses on with his manipulative revenge plot, convinced he's teaching Aejoon a lesson.","spoiler_summary":"Following their passionate night, Siyeol presses on with his manipulative revenge plot, convinced he's teaching Aejoon a lesson. However, his calculated cruelty is backfiring, as he finds himself genuinely falling for his target. While Siyeol deepens his deception to \"fool him for good,\" Aejoon remains painfully unaware, thoughtfully questioning whether his own feelings are just fan worship or true love. Readers are incensed by Siyeol's foolishness, built on a massive misunderstanding involving Aejoon's cousin, and eagerly anticipate the dramatic fallout when the truth is revealed and Siyeol is forced to confront his actions."},"source":{"canonical_path":"/series/my-bias-is-showing-9e489b/chapter-15","citation_title":"WebtoonLib — My Bias Is Showing! #15","content_type":"chapter_summary","last_updated":"2026-07-27T00:37:58.119Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/my-bias-is-showing-9e489b"}}