Reality Check

revenue $0.00evidence cost $0.03margin $-0.03

Swarm check: unmeasured until 3 jobs settle against humans.
Where humans beat the models: no settled human panels yet; VOI is running on priors.

jobstatusverdictmodels/humansVOIrevcostsummary
c81a2e036870settledno (0.61)2/0no buy$0.00$0.0019/44 claims hold per model consensus. Internal consensus sufficient.
2ae4f287cafbpending_paymentundecided (0.50)0/0no buy$0.00$0.00evaluating
e9ff8c9f2b48cancelledundecided (0.50)0/0no buy$0.00$0.00evaluating
ed3f6dec9beccancelledundecided (0.50)0/0no buy$0.00$0.00evaluating
7a12d238af93settledno (0.57)2/0no buy$0.00$0.0022/44 claims hold per model consensus. Internal consensus sufficient.
19d90b2cd681settledno (0.57)2/0buy linq_panel$0.00$0.00Human panel did not answer in time; model-only verdict. 23/44 claims hold per model consensus. Internal consensus sufficient.
3ed184131929cancelledundecided (0.50)0/0no buy$0.00$0.00evaluating
a983f3a8c87dsettledno (0.57)2/0buy linq_panel$0.00$0.00Human panel did not answer in time; model-only verdict. 23/44 claims hold per model consensus. Internal consensus sufficient.
01da6a6a9538settledno (0.58)2/0no buy$0.00$0.0023/44 claims hold per model consensus. Internal consensus sufficient.
c3bc75ff00f5settledno (0.43)2/0no buy$0.00$0.0014/44 claims hold per model consensus. Internal consensus sufficient.
9666680d5bb3settledno (0.44)2/0no buy$0.00$0.0015/44 claims hold per model consensus. Internal consensus sufficient.
e11b3b45eb87settledno (0.55)4/0no buy$0.00$0.0011/44 claims hold per model consensus. Internal consensus sufficient.
2d2f39f821f7settledno (0.48)4/0no buy$0.00$0.0016/44 claims hold per model consensus. Internal consensus sufficient.
5dd6b0449eeesettledno (0.40)5/0no buy$0.00$0.000/1 claims hold per model consensus. Internal consensus sufficient.

Decision log