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Frame from Automation Dependency - Part One, by Capt. VanderBurgh (restored) Plays via YouTube's privacy-enhanced embed

Automation Dependency - Part One, by Capt. VanderBurgh (restored)

flightcrewguide.com
Lectures
YouTube
2 HN users recommended this lecture2 months2022–2025 score 2
Years with an HN recommendation, 2007–2026

HN cites it as the famous lecture on over-reliance on automation and on when to drop to a lower level of automation, applicable well beyond aviation.

Part one of an American Airlines training video presented by Captain Warren VanderBurgh on automation dependency. It grew out of a program on wake turbulence avoidance, and this restored version has the audio cleaned up.

“a 1997 talk by an American Airlines trainer about automation dependency” (HN, 2025)

2 recommendations · 1 citations · Lectures

3 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@traceroute66 May 2022 Recommends
on HN thread Before Ships Used GPS, There Was the Fresnel Lens
> GPS is an adjunct to navaids and charting. Indeed. For all the millennial kids on here, there's a famous American Airlines lecture called "Children of the Magenta Line", it's doing the rounds on YouTube[1]. Boaters should adopt the same mentality. [1] [this video]
Famous lecture on over-reliance on automation, applicable to boaters
@scottlamb Feb 2025 Recommends
on HN thread Did Semgrep Just Get a Lot More Interesting?
> Over and over again I have witnessed people just drive themselves in circles downstream of a refusal to just step out of the “make the LLM fix the issue for me” loop. You're reminding me of a 1997 talk by an American Airlines trainer about automation dependency and when dropping down a level of automation reduces workload: < [this video] >
Talk on automation dependency and when to drop a level of automation

Citations, criticism and jokes

Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.

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