Evidence library · applied layer

The protocol

The established (T1, 15 papers) and supported (T2, 28 papers) layers of the research library, assembled into one applicable protocol. Every line links to the evidence behind it. Built 2026-08-24 from 69 papers. Short on time? The plain-words version (EN/FR).

This is a reading of published research, not medical advice. Every number is a population average from general-population studies. Nothing here accounts for an individual history, medication or condition; where an action interacts with a diagnosis or a drug, that is a conversation with a clinician, not a page.

Built 24 August 2026 from the 69 papers in ../index.csv. This page turns the evidence the library grades T1 (established) and T2 (supported) into one applicable protocol: what to actually do, when, what to expect, and what to refuse. It is regenerated from the library, so it changes when the evidence tiers change, not when headlines do.

Rules of construction:

The three principles

Everything below follows from three findings, each established by more than one source:

  1. Load beats modality. Exercise training measurably rebuilds mitochondria and aerobic capacity in humans, and the size of the change tracks training load (volume x intensity), not the type of training (Molmen 2025, T1). Interval and continuous training are statistically indistinguishable on the molecular surrogate (g = 1.29 vs 1.01, p > 0.05; Abrego-Guandique 2025, T2). Since load is what accumulates and adherence is what accumulates load, the right modality is the one you will still be doing in a year.
  1. Timing beats amount. Bright light in the morning shifts sleep earlier and improves it; the same light in the evening shifts sleep later and worsens it (Dautovich 2019, T1). The shape of every light decision is more light early, less late, not less light.
  1. Energy and glucose beat diet branding. Across five independent literatures, diet effects keep tracing back to total energy intake, weight change and glucose, not to any named diet's special mechanism (synthesis). The levers on that pathway with the best evidence and the fewest costs are training, light-timed sleep and total intake, which is what this page is built from.

The day

On waking: go toward bright light

Get bright light early, ideally outdoors. Above roughly 1000 lux in the morning is associated with an earlier sleep phase and better self-reported sleep (Dautovich 2019, T1, 45 studies). Morning is the one point in the day where more light helps on both axes: it improves the coming night and costs nothing now.

Training: pick what you will keep doing, then progress the load

Eating: control energy and glucose, not ketones

"No arm sustained carbohydrate intake < 10% of total energy; therefore, findings generalize to low-to-moderate carbohydrate rather than very-low-carbohydrate."

The last 3 to 4 hours before bed: take the room down

Lights out: darkness is a real variable

As little as 5 to 10 lux with the eyes closed still produces a circadian response (Tahkamo 2019, T1), so bedroom darkness is worth engineering, not assuming. The same review notes the system is forgiving: melatonin recovers within about 15 minutes of the light stopping. A brief midnight exposure is not cumulative damage; a lit bedroom all night is a nightly intervention in the wrong direction.

What to expect, and when

LeverMeasured outcomeSize and timescaleEvidence
Training loadMitochondrial content, capillarization, VO2maxWeeks to months; largest when starting least fitMolmen 2025, T1
Morning bright lightSleep phase, self-reported sleepDays; phase advancesDautovich 2019, T1
Evening dimmingMelatonin onset and durationSame night; ~90 min of melatonin duration at stakeGooley 2011, T1
Blue-blocking glassesSleep onset latencyDays; latency onlyHester 2021, T2
Carbohydrate moderationHbA1c, weight, lipidsHbA1c -0.29% peaking at 3 months, fading by 12; lipid shift persistsMongkolsucharitkul 2025, T1; Ichikawa 2024, T2

Almost every endpoint above is a biomarker or an intermediate outcome, not a disease or mortality endpoint. The two exceptions that carry through to felt, next-day function are next-morning alertness (Chang 2015, T1) and sleep onset latency (Hester 2021, T2).

Do not act on these

The library's evidence argues against spending effort or hope here. The full reasoning is in the synthesis and topic files.

Clinical indications, noted and out of scope

Three uses of dietary therapy have real evidence but belong to clinical care, not to a daily protocol: ketogenic diets in drug-resistant childhood epilepsy (large randomised effect, standard care; Devi 2023, T1, with tolerability caveats in Martin-McGill 2020, T1), ketogenic diets alongside cancer treatment for symptoms and body composition, not survival (Zhang 2025, T2), and carbohydrate restriction in PCOS, where effects are inseparable from weight loss (Tosatti 2026, T2; Turetta 2025, T2). Each is a decision to make with a clinician.

What this protocol cannot yet contain

Stated so this page reads as exactly as complete as it is.