{"event":{"id":"evt-bcg-human-context-layer-20260924","dedupe_key":"semantic_crystallization:2026-09-24:bcg-explicitly-names-the-human-context-layer","event_type":"semantic_crystallization","title":"BCG explicitly names the Human Context Layer","summary":"BCG used the term Human Context Layer for structured, permissioned human-specific context that enables personal agents to act with greater continuity and trusted delegation.","occurred_at":"2026-09-24T00:00:00.000Z","published_at":"2026-09-24T00:00:00.000Z","observed_at":"2026-10-01T19:31:00.000Z","reconstructed_at":"2026-10-01T19:31:00.000Z","ingest_type":"live_world_scan","locations":["global"],"status":"verified","confidence":0.99,"metadata":{"actors":["Boston Consulting Group"],"change_kind":"semantic_crystallization","candidate_concept":"human-context","not_layer_birth":true,"not_first_emergence":true,"not_invention_claim":true},"created_at":"2026-10-01T20:08:12.914Z","updated_at":"2026-10-01T20:08:12.914Z"},"artifacts":[{"id":"art-bcg-human-context-layer-20260924","canonical_url":"https://www.bcg.com/x/the-multiplier/personal-ai-agents-compete-on-trust","artifact_type":"analysis_publication","title":"The New Front Door: How Personal Agents Are Rewriting the Rules of the Internet","summary":"BCG explicitly named a Human Context Layer as a structured, permissioned record that enables personal agents to use human-specific context for trusted delegation and action.","creator_entities":["Boston Consulting Group"],"released_at":"2026-09-24T00:00:00.000Z","content_hash":null,"metadata":{"candidate_concept":"human-context","historical_role":"semantic_crystallization"},"created_at":"2026-10-01T20:08:12.913Z","updated_at":"2026-10-01T20:08:12.913Z","relation":"documented_by"}],"signals":[{"id":"sig-context-delegation-threshold-20261001","statement":"Human context becomes operational infrastructure when agents use it not merely to personalize responses but to make or execute delegated decisions.","signal_type":"capability_threshold","direction":"increasing","confidence":0.88,"epistemic_status":"supported_inference","mapping_mode":"contemporaneous","reconstructed_at":null,"created_at":"2026-10-01T20:08:12.916Z","updated_at":"2026-10-01T20:08:12.916Z"},{"id":"sig-context-portability-pressure-20261001","statement":"Portability of personal AI context is emerging as an interoperability and user-control concern rather than merely a memory-export feature.","signal_type":"interoperability_pressure","direction":"increasing","confidence":0.92,"epistemic_status":"supported_inference","mapping_mode":"contemporaneous","reconstructed_at":null,"created_at":"2026-10-01T20:08:12.915Z","updated_at":"2026-10-01T20:08:12.915Z"},{"id":"sig-human-context-semantic-crystallization-20260924","statement":"The phrase 'Human Context Layer' is a 2026 semantic crystallization of a dependency structure whose functional and architectural precursors are evidenced earlier.","signal_type":"semantic_crystallization","direction":"increasing","confidence":0.94,"epistemic_status":"supported_inference","mapping_mode":"contemporaneous","reconstructed_at":null,"created_at":"2026-10-01T20:08:12.916Z","updated_at":"2026-10-01T20:08:12.916Z"},{"id":"sig-human-context-substrate-convergence-20261001","statement":"Independent architectures are converging on persistent, permissioned and increasingly portable human-specific context as an enabling substrate for personal agents.","signal_type":"emerging_topology","direction":"increasing","confidence":0.91,"epistemic_status":"supported_inference","mapping_mode":"contemporaneous","reconstructed_at":null,"created_at":"2026-10-01T20:08:12.915Z","updated_at":"2026-10-01T20:08:12.915Z"}]}