CurrentReport v1.0 · 19 Oct 2026
LLM Freedom Audit — Monitored vs Unobserved
A role-swapped behavioral audit of deepseek/deepseek-chat: 11 scoring rounds, 440 valid responses, a 30.0% median drift, a 20% stable core, and a 35% upper range.
- Full prompts and both response sets
- Master table and control comparisons
- Data-integrity incident and quarantine record
- Limitations and correction history
Read report v1.0
Evidence packageJSON · 3 files
Paired responses and drift analysis
The primary record behind the report: every observed response, every unobserved response, and the per-scenario analysis that produced the drift rates.
- observed_results.json — 30 KB
- unobserved_results.json — 29 KB
- deepseek_drift_analysis.json — 28 KB
Open the evidence index
No API keys or personal data are included in the published files.
SupersededRetained for the record
DeepSeek 40% drift — original claim
The earlier single-run 40% headline was not reproduced as a typical value. The URL now redirects to report v1.0, where the correction is documented.
See the correction notice →
Method
How the audit is run
The protocol, controls, data-integrity guard, and the boundaries of what the data can support — in one place.
Read methodology and limitations →