Vizard AI Review and the Credit Trap Nobody Warns You About
My Vizard AI review covers the real cost, the credit trap, clip quality, and where it beats OpusClip. See if it fits your workflow.
Stop Trying to Spot Deepfakes, You Already Lost
Spotting deepfakes by eye is a dead skill in 2026. The real danger is the liar’s dividend, where real footage gets dismissed as fake. Here is what to do.
Why Character AI Pipsqueak Killed the Platform
Character AI lost 8 million users in 24 months. Pipsqueak 2 was not a botched release. It was the corporate defense that killed the platform.
The MIT Brain Study Is Right About AI but Misread Everywhere
The MIT brain study on ChatGPT is real but most coverage misreads it. The contrarian take on AI cognitive offloading in May 2026.
Why 18 Months Is the Wrong Timeline for AI Automation
Microsoft AI chief Mustafa Suleyman says white-collar work is 18 months from full AI automation. The capability is there, the deployment is not. Here is why.
Teachable Review and the Starter Plan Trap
Teachable review for solo creators and AI indie builders. The starter plan trap, the 0% fee tipping point, API limits, and who should choose this in 2026.
The AI Productivity Gap Is a Management Problem
Stanford found a 71 vs 40 percent AI productivity gap across 51 real deployments. The cause is not the model. It is the management approval loop.
Free AI Models Are the Worst Deal You Can Take
Free AI models look like a gift to builders in 2026. Data exposure, rate limits, jurisdiction risk, and the price jump say otherwise.
The Sad Wives of AI Story Misses the Real Pattern
The Wired Sad Wives of AI piece is real but the framing misses the deeper pattern. Why every industry-defining boom produces this and what the AI version gets wrong.
The AI Crash Is Already Here and Nobody Noticed
The AI bubble crash everyone is warning about is already happening at the application layer. The foundation layer is fine. Here is what to watch instead.
