This is an earlier experiment. Read the amendments below before treating its findings as current.

The question

On the wing's storm-and-poor-link test set the look-ahead's effect was unclear. Where does it help, and where does it hurt?

What was tested

280 matched storm-set comparisons at 2 reaction times; re-flights of the 2 worsening scenarios at 0–2, turbulence on and off; then 1 reaction time on both test sets for three slow types (630 runs).

What was found then

Storm-set collisions fell 897 → 796, too little to tell from luck. Six scenario groups improved and one got worse: a 405-craft hovering formation knocked by a storm (24 → 75). On new layouts, 2 reaction times doubled its collisions (62 → 130), 1 showed no clear change, and without turbulence the look-ahead helped (45 → 22). Read then as projected turbulence inventing near-misses. At 1 reaction time, wing losses on the mixed set fell 290 → 64 and eVTOL collisions 23 → 3, read then as keeping its whole gain. No type was measurably worse.

What we learned later

LATER / CYCLE 82

Narrowed: the harm depends on turbulence, but 'turbulence noise fed into the projection' is plausible, not proven. 'Harmless at one reaction time' was withdrawn because the uncertainty still allowed a small rise.

research/envelope.md:3166

LATER / CYCLE 83

Narrowed: the eVTOL kept 20 of its 23 removed collisions (87 %), not its whole gain.

research/envelope.md:3212

What changed

Nothing in flight. Two counting fixes: the storm test now counts craft lost, and a formation's parked reserve craft are no longer counted as lost.

Numbers and source references
280
matched storm-set comparisons (four sets of random starts)research/envelope.md:3110
897 → 796
wing storm-set collisions, look-ahead off vs 2 reaction timesresearch/envelope.md:3110
six
scenario groups that improvedresearch/envelope.md:3110
405 / 14 m/s
craft in the kicked hovering formation, and storm strengthresearch/envelope.md:3110
24 → 75
collisions in the kicked-formation groupresearch/envelope.md:3110
2 × 10
worsening scenarios × random starts in the follow-upresearch/envelope.md:3166
62 → 130
their collisions at 2 reaction timesresearch/envelope.md:3166
62 → 53
the same at 1 reaction timeresearch/envelope.md:3166
45 → 22
the same at 2 reaction times with storm turbulence offresearch/envelope.md:3166
630
runs of the one-reaction-time test collectionsresearch/envelope.md:3212
145 → 32 / 290 → 64
wing mixed-scenario collisions / craft lost at 1 reaction timeresearch/envelope.md:3212
23 → 3
eVTOL mixed-scenario collisions at 1 reaction timeresearch/envelope.md:3212
Original structured record ↗