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.
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The skill of coaxing models with clever phrasing is becoming obsolete, which is what good tooling is supposed to do.
The connector is universal. What runs through it is not, and the labelling is close to useless.
Detection tools produce false accusations at rates that make them unusable. The alternative approach is proving origin instead.
Models that fit on a laptop now handle real work. Not the hardest work, but considerably more than a year ago.
It is rarely the hardware degrading. Several specific things accumulate, and most are fixable.
Assistants that see your screen and files are shipping at the system level. That changes the privacy question fundamentally.
Syncing and backing up are different things, and confusing them is how people lose files.
The interesting change is not better answers. It is systems that take actions and check their own results.
Not artificial general intelligence. Something duller and more consequential: models that disappear into the tools you already use.
The word is used for several different things. Here is what each one is protecting and from what.