Observe
Reads chat text only on sites the user grants permission to.
Ephemeral experience layer
A user-owned reasoning-integrity overlay for live AI sessions. Quiet by default, precise when it speaks.
The surface
EphUX materializes when a live AI session shows a reasoning-integrity pattern: sycophancy, drift, unsupported assertion, or instruction deviation. The surface gives evidence, offers a counter-prompt, and then gets out of the way.
First vehicle
Reads chat text only on sites the user grants permission to.
Runs local heuristics for reasoning-integrity patterns.
Shows a compact overlay only when a threshold is crossed.
Dissolves after the user dismisses, inspects, or applies a counter-prompt.
Operating principles
Ephemeral. The interface exists only when the moment asks for it.
Evidence-first. EphUX reports what it observed, not what the user must believe.
User-owned. Notify and recommend by default. Rebuild always requires explicit approval.