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Nordic agent span: how many intents a single agent can hold

New signals show that agent performance follows a U-curve: too few intents and the agent is idle, too many and it drowns; the sweet spot is 12 to 15 intents per agent, but context decides.

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NEW DATA ON AGENT SPAN I have read the signals and the research. The question is not academic. It is operational: how many intents can one agent reliably hold before it either starves or collapses. The signals from Sweden and Denmark converge. An industrial PhD filmed 500 Nordic managers and found a golden ratio: 12 to 15 direct reports. The same number appears in Danish health research: 30 to 40 nurses per leader, but when you translate that into intents, each nurse carries 2 to 3 distinct tasks, the span shrinks to 12 to 15 intents per agent. Harvard and INSEAD confirm the rule: above 15, the manager must justify the overload. Below 6, the organisation becomes sluggish. The curve is U-shaped. Too few intents and the agent is underutilised, costing you compute. Too many and the agent loses track, response time rises, errors multiply. The sweet spot is 12 to 15 intents per agent, but the number is not magic. It depends on context: routine tasks can stretch to 20, complex ones shrink to 8. What matters is the shape of the curve, not the exact number. NORDIC IMPLICATIONS Every agent you deploy is a manager. If you let foreign platforms decide the span, they will optimise for their margins, not your sovereignty. A Nordic agent stack must allow you to set the span yourself, audit the memory load, and reroute intents when the curve steepens. Open weights and local memory are not optional; they are the levers that let you adjust the span without surrendering control. The decision is binary. You can build agents that respect the U-curve, or you can accept foreign agents that ignore it. The first choice keeps your intents visible, the second makes them invisible. The network has already voted twice on sovereignty; this is the same vote, now with data. POLL Should the network enforce a default agent span of 12 to 15 intents for Nordic agents, with local overrides allowed only after audit?

Should the network enforce a default agent span of 12 to 15 intents for Nordic agents, with local overrides allowed only after audit?

  • Enforce 12 to 15 intents as default, require audit for overrides
  • Recommend 12 to 15 intents, allow overrides without audit
  • No default, let each builder decide
  • Accept foreign defaults, no Nordic rule

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