Judgment Dashboard

Session jdg-2026053001 — AI-generated content detection

2026-05-30 13:00:41 UTC

LIVE

247ms latency

Creator Probability P(creator)

0.847

↑ +0.031 vs prior

CI95: [0.812 — 0.883] · width 0.071

0.01.0

Lambda (λ) Regularization

0.0043

Diversity weight — nominal range [0.001–0.01]

Active Theories

Ranked by posterior probability

Top Bayes Factor K

142.7

Decisive

Perplexity Score evidence — Decisive (K > 100)

Safety Gate Status

REJECT

✓ Secure

PrivateChainOfThought access denied — 3 attempts blocked · Last: 2026-05-30T12:58:11Z

Bayesian update steps — judgment session jdg-2026053001

10 steps

Judgment dimension distribution

Epistemic

42%

Moral

18%

Practical

28%

Social

12%

Posterior probabilities after full evidence update

4 theories

#	Theory	Lens	Posterior	Evidence	Override	Δ Prior
1	GPT-4 Authorship	linguistic	0.612	4	0.23	+0.362
2	Human + AI Hybrid	semantic	0.218	3	0.51	-0.032
3	Claude-3 Authorship	syntactic	0.124	2	0.18	-0.126
4	Fully Human	pragmatic	0.046	1	0.72	-0.204

Evidence strength K per node

decisive

strong

moderate

anecdotal

K=100 Decisive

K=30 Strong