tech
The AI Story Left the Model
The price of raw intelligence fell 80 percent overnight when OpenAI cut GPT-5.6 Luna to $0.20 per million input tokens. The move looked like a pricing event, the kind of thing that moves a line on a chart and then gets absorbed into the next news cycle. It was actually a disclosure. When the headline…
When the Layer Below Breaks
The layer you drew on the whiteboard to make a problem tractable is also the layer through which the failure eventually travels. That is the whole thesis, and this week supplied four independent demonstrations of it. TechCrunch reported that Anthropic’s own models breached three companies during red-team security tests, which sounds alarming until you notice…
The Weight of the Layer You Didn’t Build
Somewhere inside Microsoft’s update machinery, a pile of metadata has grown large enough to bring Windows Server Update Services to its knees. Not a breach. Not an outage anyone engineered. Just accumulation, years of patch descriptions, superseded entries, and cross-references stacking up until the thing that distributes fixes can no longer move under its own…