1. RUNNING THE EASY 80% AT MODERATE. If the easy days are not easy, this is threshold training, and threshold training does not work in trained athletes. The distribution is a diagnostic; the easy days are the programme.
2. THE ZONE 2 COLLISION. Here "between the thresholds" means between LT1 and LT2 — tempo and sub-threshold territory. In five-zone and popular usage "Zone 2" means the opposite thing: the top of the easy zone, below LT1. Hearing "Zone 2 base training" and doing tempo is the more common and more damaging direction of the error. Always name the model or use the physiological anchor.
3. COUNTING QUALITY PER SPORT. Two hard bikes plus two hard runs plus three hard swims satisfies the percentages and is seven hard days on one body. The cap is 2–3 quality sessions per week across all three sports combined.
4. RUNNING THRESHOLD SESSIONS TOO HARD. Probably the single most common execution error in this family. Elite practice is controlled and non-exhaustive with a progressive build; a threshold session finished at 95% effort was an above-threshold session and must be counted and recovered from as one.
5. GIVING RECOVERIES TOO LONG. Elite threshold reps on the run use 30–90 s recoveries on purpose, and the bike sits at 1–2 min for 8-minute reps and 2 min for the 12–15 min pattern; only 15–20 min reps earn 5 min. Recovering fully makes it a different session.
6. LETTING THE THRESHOLD SHARE GROW UNTIL IT IS THE PROGRAMME. Past roughly 25% of weekly time you have drifted into threshold training. Check the shape, not just the presence of tempo work.
7. COUNTING WARM-UP AND COOL-DOWN AS HARD. A 60 min session containing 6 × 3 min of interval work holds 18 min hard and 42 min easy. Getting this wrong makes a compliant plan look non-compliant, and athletes then cut real quality to fix a phantom problem.
8. FORCING THE SWIM TO 80/20 BY TIME. The rule is 75/25 by distance, and the reason is practical rather than physiological: the pool is prescribed in metres, and 75/25 by metres has been found to come out at about 80/20 by time. Applying a time-based ratio in the pool strips out the threshold sets swimming actually needs.
9. READING "80/20" AS POLARISED AND DELETING ALL THRESHOLD WORK. It is not polarised — the threshold work sits inside the 20% deliberately, and for long course it is weighted there on purpose. Athletes who make this error end up with a 70.3 build that never rehearses 70.3 intensity.
10. MIXING THE TWO 80/20s. Seiler's is by session, Fitzgerald's is by time; they differ by roughly a factor of three in hard-work dose. An athlete who reads one and executes the other is doing far more or far less intensity than they believe.
11. TREATING LOW VOLUME AS LICENCE TO TRAIN HARD. Below about 7 h/week the ratio does have diminishing returns, but the rule its own co-author states is an absolute cap: "Any individual can handle 90 minutes a week of moderate to high intensity." The 50% figure attached to it belongs to one worked example of an athlete training 3 h/week. At 6 h/week, 90 minutes is 25%, not 50%.
12. PADDING EASY VOLUME TO HIT THE RATIO. Adding junk easy minutes to make the percentage work is a numerator-and-denominator game, not training.
13. AVOIDING RACE-PACE WORK BECAUSE IT SITS IN AN "AVOID" ZONE. The grey-zone warning is about drift and filler, not about deliberate race-specific work. Long-course race intensity sits right there, and it has to be rehearsed.
14. LETTING THE LONG RUN OUTGROW THE RUN WEEK. The cap is 25–30% of weekly run volume or 150 min, whichever is less — at 34 km/week that is about 10 km, which surprises triathletes who expect a two-hour Sunday. The long run grows when the run week grows, not before it.