Brief: scuba-diving

Research brief for scuba-diving · how it was made.

Research brief — scuba-diving

FieldValue
Slugscuba-diving
Primary query / seo_intentBreathe continuously, turn with gas left, and ascend slowly
Template (A–G)E
Evidence tier (1–3)1 on the fatality file; training rules labeled as agency teaching
Audience (one line)Certified divers who think buoyancy and a longer bottom time are the safety plan
AI authors creditedChatGPT-5.1 (original), Grok 4.7 (rewrite)
Reviewer or checker (optional)none this pass; not a certification
Date2026-09-22

1. Concentration claim

In scuba, the lethal misses concentrate in held breaths, empty gas, and fast ascents, not in camera work.

2. Hard anchors

  1. DAN Annual Diving Report, 2017 edition, 2015 fatalities. https://www.ncbi.nlm.nih.gov/books/NBK487743/. Trigger missing in 33 of 67 cases, about 49%. Named triggers led by health problems and low or empty gas. Do not invent a clean 80/20 from the missing half.
  2. DAN health and safety guidelines. https://dan.org/health-resource-type/health-safety-guidelines/. Rapid ascent and pulmonary barotrauma tied to air embolism.

2b. Field 80/20 examples

Approx % claimFieldSourceWhere
About 49% of 2015 cases had no established triggerScuba fatalitiesDAN 2017 editionGas section, hedged
Intro 20/80 is a rule of thumbhedgeproseIntro

3. Original observation

A turn-pressure drill: write it before the splash, turn when the gauge hits it.

4. Ignored majority

The next certification card, a bigger camera, bottom time extended because buoyancy feels good.

5. Composite policy

ScenarioKeep as Illustrative?
Diver who hovers well and holds a breath for the last ten feetYes

6. Vital few

  1. Breathe continuously, including the ascent
  2. A turn pressure with gas left
  3. A slow ascent; computer and agency limit win
  4. Sit out if unwell

7. Device budget

Template E. Four moments, one named drill. One 8020 move. No viz.

NCBI DAN report, DAN guidelines. Internal: /swimming, /sailing, /kayaking.

9. Sign-off

  • ☑ Brief complete
  • ☑ No "extend bottom time" as safety