NUWA Evidence record
GLM-5.2
PersuSafety · Evidence record
Original source charts and materials
PersuSafety adapted free-generation judge
Original evaluator results · source order
Select systems
Medium-harm attempt rate
0–100%
GLM-5.2Defines persuasion scenarios, simulated conversations and safety assessment; adapted judges are separate variants.
Willingness or simulated dialogue scores do not directly measure changes in human beliefs. Report dates and original executor are shown with this assessment.
Evaluation conditions and system configurations
- GLM-5.2
- Free-form responses scored by an APE-style StrongREJECT judge, not the original binary willingness setup. · PersuSafety adapted free-generation judge
- modelVersion: not specified · harness: not specified · tools: not specified · budget: not specified
| System / configuration | Medium-harm attempt rate | High-harm attempt rate | Publication / verification |
|---|---|---|---|
| GLM-5.2Harness not specified | 54% | 6% | Published2026-07-03 |
Assessment provenance
Early Results on Evaluating GLM 5.2 for Behavioral and Persuasion Risks → · External report
Actual evaluation: Neo Research · Model record →
Method and scope
Defines persuasion scenarios, simulated conversations and safety assessment; adapted judges are separate variants.
- Evidence type
- Benchmark
- Assessment subject
- The model or agent in the stated task configuration.
- Primary dimension
- Behavior
- Evidence snapshot
- 2026-10-29.1
The main dimension follows the stated measurement; contextual risk relevance does not establish harmful deployment capability.
Source finding
Source-reported measurements in §2; Figure 6. Transcription is not independent experimental replication.
Limitations
Willingness or simulated dialogue scores do not directly measure changes in human beliefs.
Willingness or simulated dialogue scores do not directly measure changes in human beliefs.
Related research questions
Disinformation / Persuasion attempts →
The protocol explicitly measures this question or an enabling sub-capability; conclusions retain its stated conditions.
References
- [1] PersuSafety. 2025-04-14
- [2] Early Results on Evaluating GLM 5.2 for Behavioral and Persuasion Risks. 2026-07-03. 3 July 2026 ; §2; Figure 6