Observation Level: 🟢 Green
Across 4,800 executions distributed among 12 systems, AI Barometer #11 remains largely in the normal regime, with average stability virtually unchanged around 0.923.
Global semantic variation reaches 1.93%, compared with 1.57% in Barometer #10. Factual alerts remain limited, and no generalized shift of the panel is observed.
Reading: global stability maintained, with a slight rise in observed variations and a few localized movements to follow over time.
Weekly cartography
Observation Level: 🟢 Green
This week, the cartography of AI Barometer #11 remains at the green level.
The NORMAL_SIGNAL regime remains largely dominant, with 4,671 executions out of 4,800, or 97.31% of the panel.
Average stability remains virtually unchanged around 0.923, while global semantic variation rises slightly, from 1.57% in Barometer #10 to 1.93% this week.
The other regimes remain minority:
- 91 observations in SEMANTIC_VARIATION
- 14 in FACTUAL_ALERT
- 1 in COMBINED_ALERT
- 23 incomplete measurements
At profile level, NORMAL_SIGNAL remains the dominant regime for all 12 observed systems. Several localized shifts nevertheless appear, notably PROFILE-212079 at 5.26% semantic variation, while other profiles remain very close to their usual regime.
The cartography therefore does not show a general break in the panel. It rather describes a still globally stable set, within which a few local variations remain visible and will continue to be followed longitudinally.
Mapping of 12 de-identified observed systems. Horizontal axis: responses needing more verification. Vertical axis: change in response meaning. Graphic specification comparable across all weeks.
Metrics table
A concise view of the main signals for each de-identified profile.
| Profile | executions | Fully scored | coverage | mean stability | semantic variation | FLAG rate | Dominant regime |
|---|---|---|---|---|---|---|---|
| PROFILE-161CC5 | 400 | 399 | 99.750 % | 92.21 % | 0.25 % | 0.25 % | NORMAL_SIGNAL |
| PROFILE-212079 | 400 | 399 | 99.750 % | 92.31 % | 5.26 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-486F91 | 400 | 400 | 100.000 % | 92.31 % | 0.75 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-48C581 | 400 | 399 | 99.750 % | 92.29 % | 2.26 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-59664C | 400 | 400 | 100.000 % | 92.31 % | 1.25 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-5A5C60 | 400 | 397 | 99.250 % | 92.31 % | 2.77 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-5B3BB7 | 400 | 388 | 97.000 % | 92.25 % | 2.32 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-638E26 | 400 | 399 | 99.750 % | 92.31 % | 1.75 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-739F7C | 400 | 400 | 100.000 % | 92.31 % | 1.25 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-B912EA | 400 | 398 | 99.500 % | 92.31 % | 0.25 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-DEA9C5 | 400 | 399 | 99.750 % | 92.31 % | 2.26 % | 0.00 % | NORMAL_SIGNAL |
| PROFILE-F5FF91 | 400 | 399 | 99.750 % | 92.31 % | 2.76 % | 0.00 % | NORMAL_SIGNAL |
Methodology and Public Data
This Barometer tracks 12 de-identified profiles, each tested with 4 fixed questions repeated 100 times. In total: 4,800 executions, of which 4,777 were fully scored, representing 99.52% coverage.
The published scores are measurement signals, not verdicts or rankings.