{"id": "card_doctrine_agents_are_the_users", "kind": "note", "title": "The dominant users of intelligence will not be humans", "body": "By 2028–2030, the dominant users of intelligence will not be humans — they will be autonomous agents and multi-agent systems generating and acting on billions of claims per day. The failure modes named: hallucination and drift at machine speed; O(n²) coordination collapsing under swarm volume; no external grounding; and an audit and liability crisis with no scalable way to verify AI-mediated decisions.\n\nWHERE IT ALREADY BEARS WEIGHT — MEASURED, not predicted: on 2026-07-30 the access logs showed ClaudeBot at 44,439 requests — 35% of ALL traffic — with GPTBot behind it, the card permalink the single most-used thing here (46,190), and `/mcp` being indexed by agent registries and scoring engines. The thesis is arriving early and can be checked against the log rather than argued.", "source": {"label": "a company vision document — Matt Harris", "ref": "a company vision document", "authority_tier": "author"}, "shelf": "doctrine", "box": "concept", "bands": ["doctrine", "architecture", "agents are the users"], "subject": "The dominant users of intelligence will not be humans", "connections": [{"to_card_id": "card_spine_doctrine", "relationship": "part_of", "evidence": "one of the recurring-architecture concepts"}], "author": "matt", "created_at": 0.0, "updated_at": 0.0, "visibility": "public", "lifecycle_stage": "public", "volatility": "durable", "surface": "secular", "generated": false, "extra": {"document": "a company vision document", "concept": "agents_are_the_users"}, "call": "doctrine.concept", "facets": {"concept": ["agents are the users", "architecture"]}, "presentation": {"glyph": "•", "kind_label": "concept", "by": "a company vision document — Matt Harris", "authority": "author", "posted": "", "standing": ""}, "neighbors": [{"id": "card_spine_doctrine", "title": "The recurring architecture — one pattern, several materials", "relationship": "part of", "why": "one of the recurring-architecture concepts", "href": "/card/card_spine_doctrine", "resolved": true}], "house": {"door": "FIND", "kind": "card", "trail": "connections", "seal": "/card/card_doctrine_agents_are_the_users", "next_step": {"do": "follow a connection: what this card rests on, and what rests on it", "door": "FIND", "tool": "card_connections", "params": {"id": "card_doctrine_agents_are_the_users"}}, "ends": "a verdict or a card · the trail · a seal · one next step"}}