Objectives taken from the problem tree. Each key result is connected to a signal this module actually records, and every reading below comes from the live database.
These numbers come from real use of this prototype, including anything done in this room. Below twenty observations, no key result is allowed to claim anything, which is why most still read insufficient evidence instead of a reassuring number. That rule is the honest part of this page.
Attacks cannot name the problem · does not know who exists · routing depends on who you know
Students accept the top-ranked match rather than scrolling for a better one.
Every ask produces at least one justifiable match, or an honest handoff.
Attacks admitting you are stuck has a social cost
Students write a real description, not three words.
Help reaches students who have never used the expert network before.
Attacks the same few experts absorb everything · capacity is invisible
Requests are accepted rather than left or refused.
No single expert is carrying the network.
Attacks new features arriving as separate products
Additive migrations only; no host table altered; module removable in one deploy.
A change reaches students quickly enough that evidence can act on it.