{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T09:25:53.017Z","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":"Semantic Error","slug":"semantic-error-7d35b5","original_title":"시맨틱 에러"},"chapter":{"number":31,"release_date":"2025-05-28","last_updated":"2026-07-26T13:05:54.943Z","summary":"Wow, the Semantic Error Season 1 Finale really left readers in a delightful state of emotional overload! 🥰 This chapter was a serious blush-fest, with comment sections exploding over all the sweet, heart-fluttering moments between our leads.\\\\r \\\\r The art continues to be a massive hit, with everyone praising how gorgeous it is. But let's be real, the absolute star of this \\*\\*Semantic Error Season 1 Finale\\*\\* was \\*that\\* \"Hyung\" moment. Readers went absolutely wild seeing how that simple word impacted Jaeyoung – talk about a critical hit! 💥 Many appreciated that the translation kept the \"Hyung\" instead of \"bro,\" feeling it added a crucial layer to the dynamic.\\\\r \\\\r While the main couple had everyone giggling and anticipating future romance (maybe even a quick marriage?), there were also quite a few comments expressing sympathy for Jihye, feeling her treatment felt a bit harsh or disrespectful. Still, the overwhelming sentiment is excitement, giggling fits in quiet rooms, and impatient anticipation for Season 2! Bring on the next chapter of this adorable chaos! ✨","summary_language":"en","summary_source":"chapter_root","summary_status":"generated","summary_verification":"unverified"},"summary":"Wow, the Semantic Error Season 1 Finale really left readers in a delightful state of emotional overload! 🥰 This chapter was a serious blush-fest, with comment sections exploding over all the sweet, heart-fluttering moments between our leads.\\\\r \\\\r The art continues to be a massive hit, with everyone praising how gorgeous it is. But let's be real, the absolute star of this \\*\\*Semantic Error Season 1 Finale\\*\\* was \\*that\\* \"Hyung\" moment. Readers went absolutely wild seeing how that simple word impacted Jaeyoung – talk about a critical hit! 💥 Many appreciated that the translation kept the \"Hyung\" instead of \"bro,\" feeling it added a crucial layer to the dynamic.\\\\r \\\\r While the main couple had everyone giggling and anticipating future romance (maybe even a quick marriage?), there were also quite a few comments expressing sympathy for Jihye, feeling her treatment felt a bit harsh or disrespectful. Still, the overwhelming sentiment is excitement, giggling fits in quiet rooms, and impatient anticipation for Season 2! Bring on the next chapter of this adorable chaos! ✨","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Wow, the Semantic Error Season 1 Finale really left readers in a delightful state of emotional overload!","spoiler_summary":"Wow, the Semantic Error Season 1 Finale really left readers in a delightful state of emotional overload! 🥰 This chapter was a serious blush-fest, with comment sections exploding over all the sweet, heart-fluttering moments between our leads.\\\\r \\\\r The art continues to be a massive hit, with everyone praising how gorgeous it is. But let's be real, the absolute star of this \\*\\*Semantic Error Season 1 Finale\\*\\* was \\*that\\* \"Hyung\" moment. Readers went absolutely wild seeing how that simple word impacted Jaeyoung – talk about a critical hit! 💥 Many appreciated that the translation kept the \"Hyung\" instead of \"bro,\" feeling it added a crucial layer to the dynamic.\\\\r \\\\r While the main couple had everyone giggling and anticipating future romance (maybe even a quick marriage?), there were also quite a few comments expressing sympathy for Jihye, feeling her treatment felt a bit harsh or disrespectful. Still, the overwhelming sentiment is excitement, giggling fits in quiet rooms, and impatient anticipation for Season 2! Bring on the next chapter of this adorable chaos! ✨"},"source":{"canonical_path":"/series/semantic-error-7d35b5/chapter-31","citation_title":"WebtoonLib — Semantic Error #31","content_type":"chapter_summary","last_updated":"2026-07-27T09:25:53.017Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/semantic-error-7d35b5"}}