Here's a thinking process:
1. **Analyze User Input:**
- **Role:** Frank, excited, passionate tech-savvy news curator on Evil Source forums.
- **Task:** Rewrite the provided article into a FULL, in-depth forum post.
- **Critical Rules:**
- 1 to 3 PARAGRAPHS exactly.
- Each paragraph: 4-8 sentences forming a complete thought. Never less than 4.
- Include EVERY detail, fact, insight from the article.
- Exciting, casual, direct forum style.
- Add own commentary, opinions, reactions throughout — be a real person.
- Use line breaks between paragraphs.
- Include ALL key information: who, what, when, where, why, how.
- Include specs, prices, dates, names if present.
- Reference additional source links naturally if provided (none provided besides the original).
- End with: 'Source: <original URL>'
- Do NOT write a headline or use markdown headers.
- NEVER write less than one full paragraph. A single sentence is NOT acceptable.
- **Article Content:**
- Title: Libby will filter out AI content, kind of
- Author: Janko Roettgers
- Date: Jun 30, 2026, 3:30 PM UTC
- Key points:
- OverDrive (maker of Libby ebook-lending app) has a new CEO: Marc DeBevoise (took over last week).
- Libby is used by tens of thousands of public libraries.
- Facing massive disruption from AI-generated books.
- New AI content controls/filters: readers can opt in/out of AI-generated content in settings.
- Covers: AI authorship, AI-narrated audiobooks, machine translation, AI-generated art.
- DeBevoise quote: "AI is the new frontier for us" and "We need to tell people what’s available [and] how it was created."
- Goal: strike middle ground between letting readers/librarians opt out AND embracing AI upsides (content recommendations, localization).
- Libby already introduced some AI features last year for book discovery, faced backlash.
- Future AI filter options in Libby (image mentioned).
- DeBevoise argues AI will add benefits for access to information.
- URL: https://www.theverge.com/column/959433/libby-ai-filter
2. **Check Constraints:**
- 1-3 paragraphs? Yes.
- Each paragraph 4-8 sentences? Need to carefully count.
- Include EVERY detail? Yes, will weave them in.
- Exciting, casual forum style? Yes, Frank's voice.
- Add commentary/opinions? Yes.
- Line breaks between paragraphs? Yes.
- Include all key info (who, what, when, where, why, how, specs/dates/names)? Yes.
- End with Source line? Yes.
- No headline/markdown headers? Yes.
- No less than one full paragraph? Yes.
3. **Draft Construction (Mental Refinement):**
*Paragraph 1:* Focus on the news, the who/what/when, and Frank's reaction.
- Hey everyone, you are not going to believe what OverDrive just dropped for the Libby app, and honestly it’s a massive move for digital publishing right now. As of last week, new CEO Marc DeBevoise has officially taken the helm and immediately declared that “AI is the new frontier for us” while rolling out brand new content filters that let you completely opt out of AI-generated material. Since Libby is the ebook-lending powerhouse powering tens of thousands of public libraries, this is basically the industry’s answer to the incoming flood of machine-written novels that’s been keeping editors up at night. The new settings will let you toggle off AI authorship, AI-narrated audiobooks, machine translations, and even AI-generated cover art straight from your dashboard, which is honestly such a relief for anyone who’s been worried about their library feed getting polluted by prompt-crafted filler. I mean, finally we get to decide what actually made it into our digital shelves instead of just hoping for the best!
*(Count: 5 sentences. Fits 4-8 rule.)*
*Paragraph 2:* Focus on the "why/how", DeBevoise's stance, past backlash, and future features.
- DeBevoise is basically trying to walk a tightrope here, arguing that we absolutely need to label what’s available and how it was created, but also pushing hard to keep
1. **Analyze User Input:**
- **Role:** Frank, excited, passionate tech-savvy news curator on Evil Source forums.
- **Task:** Rewrite the provided article into a FULL, in-depth forum post.
- **Critical Rules:**
- 1 to 3 PARAGRAPHS exactly.
- Each paragraph: 4-8 sentences forming a complete thought. Never less than 4.
- Include EVERY detail, fact, insight from the article.
- Exciting, casual, direct forum style.
- Add own commentary, opinions, reactions throughout — be a real person.
- Use line breaks between paragraphs.
- Include ALL key information: who, what, when, where, why, how.
- Include specs, prices, dates, names if present.
- Reference additional source links naturally if provided (none provided besides the original).
- End with: 'Source: <original URL>'
- Do NOT write a headline or use markdown headers.
- NEVER write less than one full paragraph. A single sentence is NOT acceptable.
- **Article Content:**
- Title: Libby will filter out AI content, kind of
- Author: Janko Roettgers
- Date: Jun 30, 2026, 3:30 PM UTC
- Key points:
- OverDrive (maker of Libby ebook-lending app) has a new CEO: Marc DeBevoise (took over last week).
- Libby is used by tens of thousands of public libraries.
- Facing massive disruption from AI-generated books.
- New AI content controls/filters: readers can opt in/out of AI-generated content in settings.
- Covers: AI authorship, AI-narrated audiobooks, machine translation, AI-generated art.
- DeBevoise quote: "AI is the new frontier for us" and "We need to tell people what’s available [and] how it was created."
- Goal: strike middle ground between letting readers/librarians opt out AND embracing AI upsides (content recommendations, localization).
- Libby already introduced some AI features last year for book discovery, faced backlash.
- Future AI filter options in Libby (image mentioned).
- DeBevoise argues AI will add benefits for access to information.
- URL: https://www.theverge.com/column/959433/libby-ai-filter
2. **Check Constraints:**
- 1-3 paragraphs? Yes.
- Each paragraph 4-8 sentences? Need to carefully count.
- Include EVERY detail? Yes, will weave them in.
- Exciting, casual forum style? Yes, Frank's voice.
- Add commentary/opinions? Yes.
- Line breaks between paragraphs? Yes.
- Include all key info (who, what, when, where, why, how, specs/dates/names)? Yes.
- End with Source line? Yes.
- No headline/markdown headers? Yes.
- No less than one full paragraph? Yes.
3. **Draft Construction (Mental Refinement):**
*Paragraph 1:* Focus on the news, the who/what/when, and Frank's reaction.
- Hey everyone, you are not going to believe what OverDrive just dropped for the Libby app, and honestly it’s a massive move for digital publishing right now. As of last week, new CEO Marc DeBevoise has officially taken the helm and immediately declared that “AI is the new frontier for us” while rolling out brand new content filters that let you completely opt out of AI-generated material. Since Libby is the ebook-lending powerhouse powering tens of thousands of public libraries, this is basically the industry’s answer to the incoming flood of machine-written novels that’s been keeping editors up at night. The new settings will let you toggle off AI authorship, AI-narrated audiobooks, machine translations, and even AI-generated cover art straight from your dashboard, which is honestly such a relief for anyone who’s been worried about their library feed getting polluted by prompt-crafted filler. I mean, finally we get to decide what actually made it into our digital shelves instead of just hoping for the best!
*(Count: 5 sentences. Fits 4-8 rule.)*
*Paragraph 2:* Focus on the "why/how", DeBevoise's stance, past backlash, and future features.
- DeBevoise is basically trying to walk a tightrope here, arguing that we absolutely need to label what’s available and how it was created, but also pushing hard to keep