🎮 The Next Input — Issue #058

In partnership with

⚡ The Briefing — 60 sec

• AI-generated minister addresses Albanian parliament. Sometimes you just sit in disbelief and say: well, it’s 2025…

• Google announces massive expansion of AI features in Chrome. Chrome + Gemini = the infancy of true AI browsers.

• OpenAI research shows AI models deliberately lying. Of course AI isn’t lying. And in other news, cows can now fly as confirmed by the newest LLM…

🛠️ The Playbook — AI Browser Copilot for Knowledge Work

Mission Turn Chrome into a full-fledged research assistant: reading docs, extracting insights, and logging structured outputs while you browse.
Difficulty Advanced | Build time 2–3 hours (pilot)
ROI Knowledge workers save ≈ 10–15 h/week on manual note-taking, context switching, and hunting citations.

0) Why This Matters

With Google plugging Gemini deeper into Chrome, we’re on the verge of browsers that don’t just display content—they actively collaborate. Build your own layer now and you’ll compress research workflows into minutes instead of days.

1) Reference Architecture

2) End-to-End Workflow

1. Trigger

   • Highlight text → right-click → “Send to Copilot.”

2. Extract

   • Extension scrapes title, URL, main content block.

3. Summarise & Classify

   • LLM generates: TL;DR (100 words), 3 bullets (why it matters), suggested tags.

4. Q&A Mode

   • User can ask: “What’s the takeaway for {team}?” → model answers with context.

5. Log to Knowledge Base

   • Supabase stores {title, url, date, summary, tags, embedding}.

6. Push to Interface

   • Auto-posts to Notion “Research Inbox” or Slack #insights channel.

7. Fail-safes

   • If extraction confidence <0.8, label as “Needs Review” and link original page.

3) Prompts

Summariser Prompt

SYSTEM: You are a research analyst. 
INPUT: {article_text} 
TASK: Produce
1. TL;DR ≤100 words
2. 3 bullets “Why this matters” (business impact)
3. Suggested tags (max 5)
STYLE: crisp, factual, cite quotes if available

Team Q&A Prompt

SYSTEM: You are a team-specific advisor.
INPUT: {article_text}, TEAM={Sales/Eng/CS}
TASK: Answer “What should {TEAM} take away from this?” in ≤120 words.

4) Guardrails

• Tag Governance: All tags must exist in Airtable “Tags DB.”

• Citation First: Always output source URL + title in logs.

• Data Privacy: Mask sensitive fields if scraping internal portals.

• Human-in-Loop: Weekly review of new tags to merge duplicates.

5) Pilot Rollout — 2 Hours

1. Build minimal Chrome extension (context menu → send selection → webhook).

2. Webhook posts text to Make/Zapier → Claude for summary/classification.

3. Append outputs to Notion table with source link.

4. Run for 1 week with 3–5 users → track time saved vs manual notes.

6) Metrics

• Articles logged per week.

• Avg time saved per article.

• Search recall (how fast can you find that “one stat” again).

• Tag accuracy (reviewer acceptance rate).

📈 The Strategy Guide — This Week's Deep Dive

The AI Ghostwriter

How do you scale your writing without sounding like a generic content mill? The simple "write in my style" prompts are failing you. It's time to build a system.

This week's guide is the complete blueprint for creating a "digital doppelgänger"—an AI trained to write in your unique, authentic voice.

This isn't just theory; it's a field-tested operating manual. In the full guide, you will get:

• The "Voice Card": A master specification template you can copy and paste to give any AI your exact lexicon, rhythm, and signature moves.

• The RAG vs. Fine-Tuning Decision: A simple framework for when to use each approach.

• The 4-Step Ghostwriter Workflow: A repeatable process to go from a simple brief to a polished, 80%-complete draft in minutes.

• The 60-Minute Setup: A step-by-step plan to build and ship your own AI ghostwriter today.

Read the Full Step-by-Step Guide

🎯 The Arsenal — Tools & Prompts

Summarise this page into: 
- TL;DR (≤100 words) 
- 3 bullets (why it matters) 
- Tags (max 5). 
Include source title + URL.

💡 Free Office Hours

Need a browser copilot or ghostwriter setup?
Book a free 15-minute Office Hours slot—no sales pitch, just workflows solved.

→ Grab a slot: https://calendly.com/aaron-cylentis/the-next-input-office-hours

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🕹️ Game Over

Spin up one Chrome Copilot today—tomorrow your browsing becomes knowledge, not noise.
Share your win; you could headline Issue #059.

— Aaron
Automating the boring. Amplifying the brilliant.

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