{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T08:50:12.155Z","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":"Glass Wall","slug":"glass-wall-1f7b96"},"chapter":{"number":30,"release_date":"2025-05-16","last_updated":"2026-07-21T10:35:06.086Z","summary":"The power dynamic continues its dramatic shift, but a single blush from Liliana has readers sounding the alarm, pleading for their newly hardened heroine to resist falling for Edward. The consensus is clear: after all his manipulation, Edward must be the one to fall first, grovel, and beg for the affection of the \"queen\" she has become. While a vocal minority is ready for romance and others defend the story's slow-burn, character-focused pace, most fans are adamant that it's too soon for forgiveness. This central tension is underscored by continued disgust for the manipulative Percy and appreciation for quieter moments, such as Liliana's poignant, self-reflective conversation with Edward's sister, Madeline.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The power dynamic continues its dramatic shift, but a single blush from Liliana has readers sounding the alarm, pleading for their newly hardened heroine to resist falling for Edward. The consensus is clear: after all his manipulation, Edward must be the one to fall first, grovel, and beg for the affection of the \"queen\" she has become. While a vocal minority is ready for romance and others defend the story's slow-burn, character-focused pace, most fans are adamant that it's too soon for forgiveness. This central tension is underscored by continued disgust for the manipulative Percy and appreciation for quieter moments, such as Liliana's poignant, self-reflective conversation with Edward's sister, Madeline.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The power dynamic continues its dramatic shift, but a single blush from Liliana has readers sounding the alarm, pleading for their newly hardened heroine to resist falling for Edward.","spoiler_summary":"The power dynamic continues its dramatic shift, but a single blush from Liliana has readers sounding the alarm, pleading for their newly hardened heroine to resist falling for Edward. The consensus is clear: after all his manipulation, Edward must be the one to fall first, grovel, and beg for the affection of the \"queen\" she has become. While a vocal minority is ready for romance and others defend the story's slow-burn, character-focused pace, most fans are adamant that it's too soon for forgiveness. This central tension is underscored by continued disgust for the manipulative Percy and appreciation for quieter moments, such as Liliana's poignant, self-reflective conversation with Edward's sister, Madeline."},"source":{"canonical_path":"/series/glass-wall-1f7b96/chapter-30","citation_title":"WebtoonLib — Glass Wall #30","content_type":"chapter_summary","last_updated":"2026-07-25T08:50:12.155Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/glass-wall-1f7b96"}}