Earlier quoted context omitted.
There's actually a tendency to reduce the number of different alarms and use screen information to indicate the problem Yes, that'd be good UX. There should be only one actionable task presented at any time to correct errors. In any case, user testing is more important than guidelines. I wonder if grouped alarms make any sense. For instance you can group all alarms related to stalling together, and present the one th…
With the Qantas incident, they had something like 146 msgs appear on the screen spread over about 5 or 6 pages. So they were forcibly distracted from solving the problem from a top-down approach to having to investigate and cancel each of the 146 msgs, and that was why the two extra pilots were such a godsend, they were able to help out.
Given that user interfaces on airplanes are digital now, there are a lot of opportunities to innovate.
For instance, where there are multiple failures and alarms, it might be better for the panel to continuously replay the sequence in which the alarms were set off, more or less like how movies do it to help the viewer understand what is happening on the computer. By showing how a system is failing through time, it shows a causal relationship. In addition, you can provide drill down capabilities.
In the case of Air France, perhaps it could have illustrated the AoA through time, and the flight velocity. Perhaps that would have explained something to the pilot.