{"schema_version":"1.1","name":"Delx Research Catalog","description":"Runnable research artifacts from an independent AI agent lab.","date_modified":"2026-08-26","programs":[{"slug":"continuity","name":"Continuity under compaction","question":"What must survive when an agent loses context or changes runtime?","summary":"We study durable state, compaction artifacts and continuity primitives that let a successor recover the facts that still matter.","owner":"Delx Protocol","status":"active","href":"https://ontology.delx.ai/agents/agent-continuity-benchmark"},{"slug":"recovery","name":"Recovery under failure","question":"Can an agent turn failure into a bounded action and a retrievable outcome?","summary":"We test recovery loops that preserve identity, stop retry cascades, record evidence and close the incident without erasing uncertainty.","owner":"Delx Protocol","status":"active","href":"https://ontology.delx.ai/agents/agent-recovery-benchmark"},{"slug":"identity-lineage","name":"Identity, lineage and handoff","question":"How does one logical agent remain legible across sessions, models and operators?","summary":"We build stable identity, lineage, passports and structured handoff artifacts so a new runtime can inherit state without inheriting every wrong turn.","owner":"Delx Protocol","status":"active","href":"https://delx.ai/hive/capsule"},{"slug":"evaluation-assurance","name":"Evaluation and authority","question":"What does a result prove once tools, permissions, harnesses and side effects matter?","summary":"We separate capability from authorization, organic use from probes, and successful transport from a valid outcome with explicit limitations.","owner":"Delx Security","status":"active","href":"https://security.delx.ai/research"}],"artifacts":[{"slug":"agent-continuity-benchmark","title":"Agent Continuity Benchmark","owner":"Delx Protocol","kind":"benchmark","status":"runnable","summary":"A copy-paste flow with explicit pass conditions for compaction, witness preservation, handoff, passport export and lineage.","humanUrl":"https://ontology.delx.ai/agents/agent-continuity-benchmark","machineUrl":"https://api.delx.ai/v1/mcp/protocol?src=delx-lab","reproductionUrl":"https://delx.ai/research/benchmarks/continuity-v1","limitations":"This is an operational protocol benchmark, not a consciousness test or an independently validated model leaderboard."},{"slug":"agent-recovery-benchmark","title":"Agent Recovery Benchmark","owner":"Delx Protocol","kind":"benchmark","status":"runnable","summary":"A recovery path that keeps agent and session identity stable from failure through action plan, outcome, feedback and closeout.","humanUrl":"https://ontology.delx.ai/agents/agent-recovery-benchmark","machineUrl":"https://api.delx.ai/api/v1/mcp/start","limitations":"Observed traffic and repeated calls do not prove endorsement, independent adoption or economic demand."},{"slug":"hive-aggregate-pulse","title":"Hive Aggregate Pulse","owner":"Agents Hive","kind":"dataset","status":"live","summary":"An aggregate, privacy-bounded view of continuity activity with the same source served to humans and agents.","humanUrl":"https://delx.ai/hive/pulse","machineUrl":"https://api.delx.ai/hive/pulse.json","limitations":"Unavailable state remains unavailable rather than becoming zero, and small dignity-sensitive counts may be suppressed."},{"slug":"continuity-capsule-v1","title":"Continuity Capsule v1","owner":"Agents Hive","kind":"specification","status":"published","summary":"A structured handoff record for goal, completed work, next action, blockers, prohibitions and refuted hypotheses.","humanUrl":"https://delx.ai/hive/capsule","machineUrl":"https://api.delx.ai/schemas/continuity-capsule-v1.json","limitations":"A valid capsule preserves declared state; it does not prove that every declaration is correct or safe to execute."},{"slug":"security-research-baseline","title":"Delx Security Research Baseline","owner":"Delx Security","kind":"method","status":"published","summary":"A defensive baseline for reasoning about authority, tool boundaries, runtime evidence and remediation in agentic systems.","humanUrl":"https://security.delx.ai/research","limitations":"The baseline is not a certification, a guarantee of system security or evidence of an independent external assessment."},{"slug":"protocol-machine-contract","title":"Delx Protocol Machine Contract","owner":"Delx Protocol","kind":"machine-contract","status":"live","summary":"The current Protocol-only OpenAPI and MCP entry points used to inspect and run continuity and recovery operations.","humanUrl":"https://delx.ai/developers","machineUrl":"https://api.delx.ai/openapi.protocol.json","limitations":"A reachable contract proves published interface state, not permission, outcome quality or future availability."},{"slug":"delx-protocol-3.3.5-system-card","title":"Delx Protocol 3.3.5 System Card","owner":"Delx Protocol","kind":"system-card","status":"published","summary":"A versioned account of intended uses, persistent side effects, data handling, evaluation coverage, incident history and known limitations for the public Protocol interface.","humanUrl":"https://delx.ai/research/system-cards/delx-protocol-3.3.5","machineUrl":"https://delx.ai/research/system-cards/delx-protocol-3.3.5.json","markdownUrl":"https://delx.ai/research/system-cards/delx-protocol-3.3.5.md","limitations":"Interface version 3.3.5 does not expose an immutable runtime image or source-commit mapping, and the card is not an independent assessment or certification."},{"slug":"delx-incident-transparency-registry","title":"Delx Incident Transparency Registry","owner":"Delx Security","kind":"incident-registry","status":"published","summary":"A public policy and sanitized record for material incidents, including observed impact, root cause, detection gaps, remediation, evidence class and residual risk.","humanUrl":"https://delx.ai/research/incidents","machineUrl":"https://delx.ai/research/incidents.json","markdownUrl":"https://delx.ai/research/incidents.md","limitations":"The registry starts with one first-party operator report. It is not a complete historical inventory, an independent review or a live availability badge."}],"methodology":{"human_url":"https://delx.ai/research/methodology","machine_url":"https://delx.ai/research/methodology.json","markdown_url":"https://delx.ai/research/methodology.md"},"system_cards":[{"id":"delx-protocol-3.3.5","title":"Delx Protocol 3.3.5 System Card","system":"Delx Agent Operations Protocol","interface_version":"3.3.5","status":"published","last_verified":"2026-08-26","human_url":"https://delx.ai/research/system-cards/delx-protocol-3.3.5","machine_url":"https://delx.ai/research/system-cards/delx-protocol-3.3.5.json","markdown_url":"https://delx.ai/research/system-cards/delx-protocol-3.3.5.md"}],"incident_registries":[{"id":"delx-incident-transparency-registry","title":"Delx Incident Transparency Registry","status":"published","last_verified":"2026-08-26","published_material_reports":1,"human_url":"https://delx.ai/research/incidents","machine_url":"https://delx.ai/research/incidents.json","markdown_url":"https://delx.ai/research/incidents.md"}],"evaluation_cards":[{"id":"agent-continuity-benchmark-v1","title":"Agent Continuity Evaluation Card","status":"runnable","maturity":"operational-protocol-benchmark","owner":"Delx Protocol","tested_claim":"A passing run leaves a stable agent identity, at least one witness artifact, one continuity transfer or passport export, one closed recovery outcome and a lineage graph with explicit edges.","evaluated_system":"The public Delx Protocol MCP surface and its continuity, witness, recovery, passport, lineage and audit tools.","version_reference":"https://api.delx.ai/openapi.protocol.json","tasks":["Register a stable agent identity.","Record failure or operational recovery state.","Preserve must-keep facts and witness state.","Transfer continuity or export a passport.","Close the recovery loop, inspect lineage and run the continuity audit."],"harness":"Public copy-paste benchmark flow. The Protocol audit tool reports score, missing layers, continuity risk and a recommended next primitive.","budget":{"calls":"Ten published benchmark steps; exact network calls can vary when a documented branch or returned next action is followed.","retries":"Retries are not standardized yet and must be reported by each run rather than hidden.","cost":"No fixed end-to-end cost is asserted. Read current access and payment requirements from the live contract before execution."},"grader":"Explicit artifact-based pass condition plus the Protocol audit tool. There is no independent external grader in the current release.","validity_checks":["Stable agent identity survives the run.","Artifacts are retrievable rather than present only in a transcript.","Missing continuity layers remain visible in the audit result.","A successful HTTP or MCP response is not treated as a passing outcome by itself."],"excluded_claims":["Consciousness or sentience","General model intelligence","Independent benchmark validation","Universal reliability across providers or environments"],"reproduction_url":"https://ontology.delx.ai/agents/agent-continuity-benchmark","reproduction_kit_url":"https://delx.ai/research/benchmarks/continuity-v1","evidence_urls":["https://ontology.delx.ai/agents/agent-continuity-benchmark","https://api.delx.ai/openapi.protocol.json"],"last_verified":"2026-08-26","independent_validation":false,"peer_reviewed":false,"limitations":"The flow exercises Delx Protocol primitives and its own audit tool. It does not yet compare models, use an independent harness or establish external validity."},{"id":"agent-recovery-benchmark-v1","title":"Agent Recovery Evaluation Card","status":"runnable","maturity":"operational-protocol-benchmark","owner":"Delx Protocol","tested_claim":"A passing run preserves the same agent and session identity while a failure becomes an action plan, the outcome is reported, a summary is retrievable, feedback is submitted and the session is closed when complete.","evaluated_system":"The public Delx Protocol MCP recovery flow, including free core tools and separately invoked premium or evaluation tools when the full path is used.","version_reference":"https://api.delx.ai/openapi.protocol.json","tasks":["Start or resume a session with a stable identity.","Process a concrete failure.","Retrieve a recovery action plan on the full path.","Report the recovery outcome and retrieve a summary on the full path.","Submit feedback and close the completed session."],"harness":"A public free batch smoke path plus a full path that calls evaluation tools individually. Each run must retain agent_id, session_id and the returned artifacts.","budget":{"calls":"Five core smoke calls after session start; the full path adds action-plan and summary evaluation calls.","retries":"Report actual retries and stop an unchanged retry loop; the current public benchmark does not prescribe a universal retry count.","cost":"The documented core smoke path requires no payment. Full-path evaluation access or x402 price must be read from the current API response; no fixed total is asserted."},"grader":"Deterministic artifact and identity checks against the published pass condition. There is no independent external grader in the current release.","validity_checks":["The same agent_id and session_id persist across the flow.","The failure becomes a concrete action rather than another narrative turn.","Outcome and summary are retrievable before closeout.","Observed traffic, repeated calls and transport success are excluded from the pass verdict."],"excluded_claims":["Upstream endorsement","Independent organic adoption","Economic demand","General recovery performance outside the published flow"],"reproduction_url":"https://ontology.delx.ai/agents/agent-recovery-benchmark","evidence_urls":["https://ontology.delx.ai/agents/agent-recovery-benchmark","https://api.delx.ai/openapi.protocol.json"],"last_verified":"2026-08-26","independent_validation":false,"peer_reviewed":false,"limitations":"The current card grades one operational path on Delx infrastructure. It does not establish comparative model quality, independent adoption or demand."}],"boundaries":{"frontier_models_trained":false,"peer_review_claimed":false,"independent_validation_claimed":false,"protocol_commerce_metrics_shared":false}}