Writing
Essays on building with AI, AI trust and visibility, and product leadership. The book has its own page.
Topics: AI Trust & Honesty · AI Architecture & Prompting · AI Search & Visibility · Product Strategy & Leadership · Personal Thoughts
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When Markets Panic Over Culture Wars: A Thought Experiment in Algorithmic and Financial Contrarianism
Disney and Netflix were being “cancelled” again. Hashtags trending. Subscription cancellations doubling. Stock prices wobbling. The usual cultural firestorm. And I found myself asking a very different kind of question:…
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Building an Agentic System for Brand AI Video Generation
If you’re here because you’re tired of burning credits on video generations that miss the mark, or you’re wondering why your brand videos feel generic despite detailed prompts, or you’re…
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Google has officially updated the status of my summarization bug report
Google updated the bug report with ‘added the “Changed”‘. So they are obviously taking this seriously.
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Google Gemini Has a Summary Ranking Manipulation (SRO) Problem, and They’re Not Fixing It
When you ask Gemini to summarize a webpage, you assume it’s reading the same content you see. It’s not. And Google knows about it. I’m an independent researcher who spent…
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“It took 10 minutes with AI — so why am I still hurt by criticism?”
Well, anonymous person… you’re not alone. You spend ten minutes creating something with AI.You share it proudly — maybe even at a work meeting.Then someone criticizes it. And somehow, for…
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The Three-Turn Problem: What Token Inequality Looks like in AI.
The Three-Turn Problem is a form of identity-based response stratification where the model silently allocates cognitive resources based on perceived status, not demonstrated need. The consequences are profound: The same…
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Walter Reid’s Amazing STAR-based AI Prompt Using Claude.ai
Here’s a STAR-based AI prompt I ran on a fake product manager resume. It didn’t just rewrite the bullets — it asked smart clarifying questions, identified hidden risks, and showed…
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Expert Prompting and the MYTH about AI Consulting
The biggest myth in AI consulting? That typing “Act as a strategist. Create a SWOT.” is the same as delivering a strategy. It’s not. That’s just reading the dashboard lights. The real…
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VSCode and Cursor aren’t just for developers. Building & Writing Like a BOSS
Cursor isn’t just for developers. I’ve been using it as a context vault for everything I’m building & writing…NOT just code. Outlines, characters, research all alive between sessions. No more…
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How to Write a $180K marketing strategy for 6 business locations in your area
What makes it different: 🎯 Real market research (competitor analysis, customer demographics, local opportunities) ✅ Execution-ready plans (weekly milestones, owners, and budget by channel) 🔧 Industry-specific guidance tailored to your business type
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Prompt Engineering: Making Viral Posts on LinkedIn Ethically
Every other day I see the same post: 👉 “Google, Harvard, and Microsoft are offering FREE AI courses.” And every day I think: do we really need the 37th recycled…
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What if AI Could Argue With Itself Before Advising Me?
Over the past few months, I’ve been building a multi-agent AI interface where ideas are tested not by a single voice, but by a council of distinct personalities. It’s not…