Eleven Models in Twenty Days: How to Choose When Everything Changes Weekly
New models now ship faster than anyone can independently test them. Here is how to pick a tool when the leaderboard is stale before you finish reading it.
Tag: AI
43 posts
AI Model Prices Have Collapsed – What That Means for Small Business
Through the summer of 2026, price per token fell across nearly every major provider. Here is what actually changed and when it is worth acting on.
What These Systems Still Cannot Do
A clear list of current limitations is more useful than another list of capabilities, and it changes more slowly.
AI Regulation Is Arriving in Fragments
Not one global framework but a patchwork of national rules with different definitions and different obligations.
Models That See and Hear Changed What Gets Automated
Text-only systems could not touch most real-world work, because most real-world information is not text.
The Real Cost of AI Is Checking the Output
Generation became nearly free. Verification did not, and it is where the actual expense now sits.
Prompt Engineering Was a Temporary Job
The skill of coaxing models with clever phrasing is becoming obsolete, which is what good tooling is supposed to do.
Detecting AI Text Does Not Work, and That Is the Point
Detection tools produce false accusations at rates that make them unusable. The alternative approach is proving origin instead.
Small Models Running on Your Own Hardware Got Good
Models that fit on a laptop now handle real work. Not the hardest work, but considerably more than a year ago.
AI Is Moving Into the Operating System
Assistants that see your screen and files are shipping at the system level. That changes the privacy question fundamentally.