{"event":{"id":"evt-stanford-hcp-20251218","dedupe_key":"context_architecture_research:2025-12-18:stanford-proposes-the-human-context-protocol","event_type":"context_architecture_research","title":"Stanford proposes the Human Context Protocol","summary":"Stanford Digital Economy Lab published the Human Context Protocol as an explicit portable, user-governed architecture for AI personalization and human-specific context.","occurred_at":"2025-12-18T00:00:00.000Z","published_at":"2025-12-18T00:00:00.000Z","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":0.97,"metadata":{"actors":["Stanford Digital Economy Lab"],"change_kind":"functional_precursor_and_architectural_explicitness","candidate_concept":"human-context","temporal_note":"This source is evidence of an explicit portable user-governed context architecture; it is not evidence that the later phrase 'Human Context Layer' existed in 2025."},"created_at":"2026-10-01T20:08:12.914Z","updated_at":"2026-10-01T20:08:12.914Z"},"artifacts":[{"id":"art-stanford-hcp-20251218","canonical_url":"https://digitaleconomy.stanford.edu/publication/robust-ai-personalization-controls-the-human-context-protocol/","artifact_type":"research_publication","title":"Robust AI Personalization Controls: The Human Context Protocol","summary":"Stanford Digital Economy Lab described the Human Context Protocol as a portable, user-governed personalization architecture with scoped access, revocation and interoperability-oriented controls over human-specific preferences and context.","creator_entities":["Stanford Digital Economy Lab"],"released_at":"2025-12-18T00:00:00.000Z","content_hash":null,"metadata":{"candidate_concept":"human-context","historical_role":"functional_precursor_and_architectural_explicitness"},"created_at":"2026-10-01T20:08:12.910Z","updated_at":"2026-10-01T20:08:12.910Z","relation":"documented_by"}],"signals":[{"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-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"}]}