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A computer monitor displaying a programmatic advertising dashboard showing an AI-generated inclusion list with columns for Domain Name, Category, Trust Score, and Active Status.

Why AI-Generated Whitelists Are a Legal Time Bomb for Agencies

The Viral Edits Team November 26, 2025 7 min read

Pillar: Media Accountability & Performance | Format: Investigative/Research Piece

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Inside Meta’s MRC Exit: How a Quiet Revocation Pulled Back the Curtain on Social Advertising’s Black Box

The Viral Edits Team November 16, 2025 9 min read

Pillar: Media Accountability & Performance | Format: Investigative/Research Piece

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AI Agents Can’t Click Ads—So Why Are Platforms Charging CPM Rates Like They Can?

The Viral Edits Team November 16, 2025 11 min read

Pillar: Advertising Strategy & Investment | Format: Investigative/Research Piece

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Digital illustration of YouTube icons and coins frozen in ice, representing YouTube terminated channel revenue and withheld creator earnings.

When AI Deletes a YouTube Channel: Where Does the Money Go?

The Viral Edits Team November 9, 2025 8 min read

YouTube terminated channel revenue has become an invisible fault line in the creator economy. In November, the tech creator Enderman woke up to find nine years of work gone. He…

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A screenshot of Drake’s Spotify artist page showing over 80 million monthly listeners and billions of plays, used to illustrate the Spotify bot crisis and inflated streaming numbers.

The Ad-Fraud Playbook Comes for Music: What Spotify’s Bot Crisis Tells Us About Platform Monetization in 2025

The Viral Edits Team November 9, 2025 8 min read

Spotify’s Bot Crisis: What It Reveals About Platform Monetization in 2025 The Spotify bot crisis began when rapper RBX filed a class-action suit against Spotify on 3 November 2025, accusing…

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Close-up, steamy bowl of airy mashed potatoes with visible fluffy granules, browned-butter drizzle and a stream of starchy cooking liquid being poured — a visual guide to the secret to mashed potatoes: drying cooked potatoes, gentle mashing and finishing with a butter-based emulsion for rich, stable flavor.

The Secret To Fluffy Mashed Potatoes

The Viral Edits Team September 16, 2025 7 min read

The Real Secret to Mashed Potatoes (And Why More Butter Isn’t It) Picture this: steam rises from your pot, butter browns and fills your kitchen with that nutty aroma, and…

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Conceptual hero image contrasting judgment and care: a person being told to stop acting immature on a cold gray stage while a compassionate coach diagnoses unmet needs and redesigns boundaries, showing coaching, accountability, emotional skills development, and system change instead of shame.

Stop Acting Immature: Diagnose, Don’t Shame

The Viral Edits Team September 16, 2025 7 min read

Stop acting immature – why “stop acting immature” is a lazy, harmful shortcut We’ve all been there. Your teenager rolls their eyes and storms off. Your coworker interrupts everyone in…

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population decline illustrated as a thriving small community with automation, green energy, and a descending population line turning into rising per-capita prosperity

Population Decline: A Welcome Correction

The Viral Edits Team September 16, 2025 9 min read

Population decline isn’t an impending catastrophe — it’s our best shot at higher living standards, lower environmental pressure, and a productivity boom After twenty years analyzing demographic trends for governments…

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Editorial illustration of entry-level job postings as a funnel that lets through candidates labeled 'internship' and 'referral' into a velvet-rope inner circle while a lone recent graduate with a diploma is left outside.

Why Entry-Level Job Postings Favor Insiders

The Viral Edits Team September 15, 2025 9 min read

Most entry-level job postings aren’t actually for beginners anymore. After reviewing hundreds of ads across twelve industries, I found something troubling. These positions often function as filters that screen out…

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Editorial digital illustration of a shadowy tech CEO steering a filtered stream of posts with algorithms, trending meters, and coins to illustrate elon musk grok censorship as a strategy of manipulating attention and shaping public opinion.

Elon Musk Grok Censorship: The Real Motive

The Viral Edits Team September 15, 2025 9 min read

“elon musk grok censorship” — The Quiet Gatekeeping of X’s AI Musk promised a platform that would end speech policing. However, the phrase elon musk grok censorship reveals something most…

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