All research questionsFIDE RESEARCH QUESTION / 02 01 / WHAT THE RECORD CAN SAY 02 / WHAT REMAINS OPEN 03 / A MORE DECISIVE TEST OBSERVATIONS A STUDY WOULD NEED
What would prove that a repair restored security?
A successful command, a clean report and a passing test are distinct observations. None automatically establishes every property needed to close an incident.
Open questionResearch benchmarks make parts of the repair lifecycle executable. Their checks establish specific outcomes under defined conditions.
How much do independent checks reduce false acceptance, and what verification cost is practical? Coverage beyond the tested property remains uncertain.
Compare the original acceptance test with independent security and functionality checks. Preserve failed repairs and document which properties each check covers.
PROPOSED TEST · NO RESULT CLAIMEDWhat would change the answer?
- False acceptance
- Functional regressions
- Verification cost
- Residual uncertainty
LINKED PUBLICATIONS
Follow the evidence and its limits.
Source type and limitation are kept visible. A research plan is not an observed outcome.
01
RESEARCH PLAN · Fide AI
02Verified repair and recovery
Proposed work needs reproducible cases and suitable collaborators; no intervention result is established.
BENCHMARK · UC Berkeley and collaborators
03CyberGym-E2E
Passing a repair check is bounded by that check. Benchmark outcomes alone do not establish every security or functional property.
ANALYSIS · Fide AI
DSEWiki: What the records showed, and AI reports missed
Assistant-coded assessments; independent human adjudication is pending. Findings describe this report collection, not all AI investigators.