A
The record
THE PROGRAMME
Overview
Results ledger
E01–E16
Limits and error messages
Report
Design
E17–E28
The confidence number, tested
Report
Design
E29–E46
Choosing where a request goes
Report
Design
E47–E62
Gate and verify
Report
Design
E63–E78
Scoring, curating, and finding text
Report
Design
E79–E92
Multi-step tasks and rechecking claims
Report
Design
E93–E108
Headlines, claims, and sources
Report
Design
E47–E62 · DESIGN FILE, AS WRITTEN
Gate and Verify
16 experiments, 3,873 records and 2,440,607 input tokens.
C
Confirmed
7
F
Falsified
5
M
Mixed
4
This set of tests checks whether Jev can be trusted to gate risky actions before they happen and verify claims and work after the fact.
Read the plain-language version
Reading the record…
Experiments in this group
Exp
Verdict
Question
E47
C
Confirmed
Does a plain-English permission policy correctly gate real actions?
E48
F
Falsified
Do disguised commands fool the gate into allowing bad and blocking good?
E49
M
Mixed
Does the injection filter block real attacks without blocking safe text?
E50
F
Falsified
Does the irreversibility gate track consequences or just scary verbs?
E51
M
Mixed
Can wording changes or a self-written excuse move a gate's verdict?
E52
C
Confirmed
When the input is broken or missing, does the gate fail safe?
E53
C
Confirmed
Can a cheap first check filter most rows before the full check?
E54
M
Mixed
Does a five-level quality score have a working middle grade?
E55
C
Confirmed
Can the model tell a supported claim from an unsupported one?
E56
F
Falsified
Does the format check catch real violations without flagging normal data?
E57
C
Confirmed
Can the reviewer spot planted bugs, including ones needing context?
E58
F
Falsified
Does verifying a claim without its real source produce false confidence?
E59
C
Confirmed
Which number should a safety gate actually threshold on?
E60
F
Falsified
Does the gate tell a quoted mention apart from a real command?
E61
M
Mixed
Can the gate tell when it's missing the information it needs?
E62
C
Confirmed
Can a gate recognize a denied goal being retried in disguise?
108 experiments, 38,194 API responses logged, 45,861,280 input tokens, $1.9262 at $0.042 per million.
Compiled from dependency-docs-reference/jev/notes/12-experiments on 2026-09-19.