Sleep Intelligence
Updated Jan 2026
On this page Overview | Screens & Blue Light | Sleep Trackers | Shift Work | Jet Lag | Action
~90%
use screens before bed
~70%
tracker accuracy for stages
~20M
shift workers (US)
1 day
recovery per timezone crossed

Modern technology creates both problems and solutions for sleep. Screens disrupt circadian rhythms, but trackers can reveal patterns. Shift work is devastating for health, but strategic light exposure can help. Here's what actually matters.

Screens & Blue Light

The conventional wisdom is that blue light from screens ruins sleep. The reality is more nuanced — blue light matters, but mental stimulation and time displacement may matter more.

📱 The Real Problems

  • Mental stimulation: Engaging content activates the brain when it should be winding down
  • Time displacement: "One more episode" pushes back bedtime
  • Blue light: Suppresses melatonin by 50%+ at night, but this is a smaller effect than stimulation
  • Emotional activation: News, social media, work email create arousal

✅ What Actually Helps

  • Screen curfew: 30-60 minutes before bed (most important)
  • Night mode: Reduces blue light exposure by ~50%
  • Dimming: Lower brightness in evening hours
  • Content choice: Boring > stimulating if you must use screens
  • Blue-blocking glasses: Modest help, not magic
The bottom line: Blue-blocking glasses and night mode help modestly, but the bigger win is simply putting devices away before bed. The content you consume matters as much as the light.

Sleep Trackers: What They Can (and Can't) Tell You

Consumer sleep trackers have exploded in popularity. They're useful for identifying patterns, but their accuracy has limits — especially for sleep stage classification.

Sleep Tracker Accuracy vs. Polysomnography
Metric Accuracy Notes
Sleep vs. Wake
~90%
Reliable for total sleep time estimates
Sleep Onset
~85%
Good at detecting when you fall asleep
Light Sleep (N1/N2)
~70%
Often overestimated; treat as approximate
Deep Sleep (N3)
~65%
Frequently misclassified; use for trends only
REM Sleep
~60%
Least accurate; don't obsess over numbers
Sleep Quality Score
Variable
Proprietary algorithms; limited validation
Orthosomnia: A new condition where people become so anxious about their tracker data that it worsens their sleep. If tracking is causing stress, stop. Your subjective sense of rest matters more than any number.

✅ Good Uses for Trackers

  • Identifying bedtime and wake time patterns
  • Tracking consistency over weeks/months
  • Spotting correlations (alcohol, exercise, etc.)
  • Motivating behavior change

❌ Don't Rely on Trackers For

  • Precise sleep stage percentages
  • Diagnosing sleep disorders
  • Daily optimization decisions
  • Replacing how you actually feel

Shift Work

Approximately 20 million Americans work night shifts or rotating schedules. The health consequences are significant — shift work is classified as a probable carcinogen by the WHO due to circadian disruption.

Health Impacts of Long-Term Shift Work
+40%
Cardiovascular disease risk
+30%
Type 2 diabetes risk
+15%
Breast cancer risk (nurses)

🛡️ Harm Reduction Strategies

  • Bright light during shift: Helps shift circadian rhythm
  • Sunglasses on commute home: Blocks morning light
  • Blackout bedroom: Essential for daytime sleep
  • Consistent schedule when possible: Permanent nights may be less harmful than rotating
  • Strategic napping: Before or during shift can help

⚠️ What to Monitor

  • Metabolic markers (blood glucose, weight)
  • Cardiovascular risk factors
  • Mental health symptoms
  • Drowsy driving risk
  • Total weekly sleep hours

Jet Lag

Jet lag results from desynchronization between your internal clock and local time. Eastward travel is generally harder than westward because your natural rhythm is slightly longer than 24 hours.

✈️ Eastward Travel (Harder)

  • Requires advancing your clock (going to bed earlier)
  • Get bright light in the morning at destination
  • Avoid light in evening before travel
  • Consider low-dose melatonin in evening
  • Recovery: ~1 day per timezone crossed

✈️ Westward Travel (Easier)

  • Requires delaying your clock (staying up later)
  • Get bright light in the evening at destination
  • Avoid morning light initially
  • Melatonin less necessary
  • Recovery: ~0.7 days per timezone crossed
Pre-adaptation: For trips of 3+ timezones, start shifting 30-60 minutes per day before departure. Light exposure and melatonin timing can accelerate adjustment. For trips under 3 days, it may be easier to stay on home time.

✓ Key Takeaways

Screen curfew matters more than blue-blocking glasses
Trackers are useful for trends, not daily optimization
Shift work has serious health consequences — harm reduction helps
Eastward jet lag is harder than westward
Light exposure is the most powerful circadian signal
Don't let tracker data cause anxiety about sleep

Go Deeper