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Blog.

Research-backed, actionable articles on AI at work, endurance training and how people learn. Every claim has a source.

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Sep 7, 2026·6 min read·running / endurance

3 mg per kilo, 60 minutes out: the caffeine dose that works

Ten studies on caffeine and endurance: the dose that moves a time trial, why your daily coffee habit does not blunt it, and the 45 minutes of sleep it costs.

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Aug 30, 2026·6 min read·running / endurance

Most runners race on 22 g of carbs an hour: fix your fueling

Marathon runners take in 22 g of carbohydrate an hour against 60 to 90 g of evidence-based advice. Seven studies on fueling rates, gut training and the real ceiling.

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Aug 29, 2026·4 min read·running / endurance

Train slower to race faster: the 80/20 evidence and how to apply it

Elite endurance athletes do 80% of their training at low intensity. Three studies explain why polarized training beats the comfortable middle, with a weekly protocol.

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