{
  "schema": "intrikata-stack.awits-rdgap-capability-impl/v1",
  "generated_at": "2026-08-23T16:00:00.000Z",
  "source": "https://areweinthesingularity.com/api/rdgap-topology",
  "alias": "https://awits.intrikata.com/api/rdgap-topology",
  "modelVersion": "v3.2-live-authority-forward-occurrence-2026-08-23",
  "claim": "workstream-probes-implemented-not-frontier-capabilities",
  "catalogClaim": "candidate-research-workstreams-not-completed-frontier-capabilities",
  "isFrontierCapabilityCompletion": false,
  "isSingularityProbability": false,
  "isDirectReadinessMeasurement": false,
  "decision_weight": 0,
  "necessity_weight": 0,
  "attentionNecessityWeight": 0,
  "capabilityCount": 37,
  "implementedCount": 37,
  "probesPassed": 37,
  "probesFailed": [],
  "allProbesPassed": true,
  "allFrontierClaimsWithheld": true,
  "allWorkstreamReadinessUnmeasured": true,
  "specIdParity": true,
  "byClass": {
    "decidable": 8,
    "semi-decidable": 17,
    "tarski-residual": 12
  },
  "byKind": {
    "snapshot-bound": 10,
    "uncovered-named": 15,
    "tarski-named": 12
  },
  "hysteresis": {
    "exit": 65,
    "entry": 70,
    "note": "not-lowered"
  },
  "note": "37/37 public-proxy workstream probes implemented and passing. Not frontier AGI, not measured readiness, not definitional singularity occurrence.",
  "workstreams": [
    {
      "id": "rd-capability:test-time-compute-reasoning-generalization:01",
      "parentGapId": "test-time-compute-reasoning-generalization",
      "parentGapRank": 1,
      "ordinalWithinParent": 1,
      "workstream": "Inference-compute scaling laws with held-out, uncontaminated tasks",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to epoch-inference-cost-burden 43000000 output-tokens-at-27pct-frontiermath",
        "computed": {
          "name": "frontiermath-output-tokens-at-27pct",
          "value": 43000000,
          "unit": "output-tokens"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:test-time-compute-reasoning-generalization:02",
      "parentGapId": "test-time-compute-reasoning-generalization",
      "parentGapRank": 1,
      "ordinalWithinParent": 2,
      "workstream": "Transfer of verifiable-reward training to non-verifiable domains",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: transfer of gains from verifiable domains",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:test-time-compute-reasoning-generalization:03",
      "parentGapId": "test-time-compute-reasoning-generalization",
      "parentGapRank": 1,
      "ordinalWithinParent": 3,
      "workstream": "Process supervision and search over reasoning traces at frontier scale",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: held-out uncontaminated tasks",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:test-time-compute-reasoning-generalization:04",
      "parentGapId": "test-time-compute-reasoning-generalization",
      "parentGapRank": 1,
      "ordinalWithinParent": 4,
      "workstream": "Cost-aware reasoning: accuracy per token, not accuracy at any price",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to epoch-inference-cost-burden 43000000 output-tokens-at-27pct-frontiermath",
        "computed": {
          "name": "token-reduction-vs-5m-later-snapshot",
          "value": 8.6,
          "unit": "times-token-reduction-at-fixed-accuracy"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:reliable-long-horizon-agency-tool-use:01",
      "parentGapId": "reliable-long-horizon-agency-tool-use",
      "parentGapRank": 2,
      "ordinalWithinParent": 1,
      "workstream": "Long-horizon planning, memory, and recovery under tool failure",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to metr-time-horizons 185.91 minutes",
        "computed": {
          "name": "metr-80pct-horizon",
          "value": 185.91,
          "unit": "minutes"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:reliable-long-horizon-agency-tool-use:02",
      "parentGapId": "reliable-long-horizon-agency-tool-use",
      "parentGapRank": 2,
      "ordinalWithinParent": 2,
      "workstream": "Computer-use, browser, and IDE agents with verifiable success rates",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to metr-time-horizons 185.91 minutes",
        "computed": {
          "name": "osworld-best-agent-success",
          "value": 12.24,
          "unit": "percent-success-rate-best-agent-osworld"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:reliable-long-horizon-agency-tool-use:03",
      "parentGapId": "reliable-long-horizon-agency-tool-use",
      "parentGapRank": 2,
      "ordinalWithinParent": 3,
      "workstream": "Safe tool APIs, sandboxing, and permission hierarchies",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: recovery from failure",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:reliable-long-horizon-agency-tool-use:04",
      "parentGapId": "reliable-long-horizon-agency-tool-use",
      "parentGapRank": 2,
      "ordinalWithinParent": 4,
      "workstream": "Multi-step evaluation suites with anti-overfit holdouts",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to metr-time-horizons 185.91 minutes",
        "computed": {
          "name": "metr-80pct-vs-16hr-reliability-bound",
          "value": 0.19365625,
          "unit": "fraction-of-metr-16hr-exclusion-bound"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:compute-energy-training-infrastructure:01",
      "parentGapId": "compute-energy-training-infrastructure",
      "parentGapRank": 3,
      "ordinalWithinParent": 1,
      "workstream": "Power delivery and cooling for multi-GW AI campuses",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: grid and interconnect headroom",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:compute-energy-training-infrastructure:02",
      "parentGapId": "compute-energy-training-infrastructure",
      "parentGapRank": 3,
      "ordinalWithinParent": 2,
      "workstream": "Next-generation accelerators, HBM, and optical interconnect",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to epoch-ai-trends 5 times-per-year-training-compute-growth",
        "computed": {
          "name": "training-compute-growth-in-published-ci",
          "value": 1,
          "unit": "boolean-in-ci-band"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:compute-energy-training-infrastructure:03",
      "parentGapId": "compute-energy-training-infrastructure",
      "parentGapRank": 3,
      "ordinalWithinParent": 3,
      "workstream": "Training-system fault tolerance, utilization, and data pipelines",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: inference capacity tracked against demand",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:compute-energy-training-infrastructure:04",
      "parentGapId": "compute-energy-training-infrastructure",
      "parentGapRank": 3,
      "ordinalWithinParent": 4,
      "workstream": "Algorithmic efficiency that multiplies effective compute",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to epoch-ai-trends 5 times-per-year-training-compute-growth",
        "computed": {
          "name": "pretraining-software-efficiency",
          "value": 3,
          "unit": "times-per-year-pretraining-compute-efficiency"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:compute-energy-training-infrastructure:05",
      "parentGapId": "compute-energy-training-infrastructure",
      "parentGapRank": 3,
      "ordinalWithinParent": 5,
      "workstream": "Hardware-software co-design within the compute-energy class",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: accelerator supply chain",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-recursive-rd-loops:01",
      "parentGapId": "automated-recursive-rd-loops",
      "parentGapRank": 4,
      "ordinalWithinParent": 1,
      "workstream": "AutoML and architecture search that improves frontier training recipes",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-recursive-rd-loops:02",
      "parentGapId": "automated-recursive-rd-loops",
      "parentGapRank": 4,
      "ordinalWithinParent": 2,
      "workstream": "AI co-scientists for experiment design, code generation, and result critique",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-recursive-rd-loops:03",
      "parentGapId": "automated-recursive-rd-loops",
      "parentGapRank": 4,
      "ordinalWithinParent": 3,
      "workstream": "Closed-loop training-data generation with quality filters",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-recursive-rd-loops:04",
      "parentGapId": "automated-recursive-rd-loops",
      "parentGapRank": 4,
      "ordinalWithinParent": 4,
      "workstream": "Metrics for R&D productivity lift rather than loss curves alone",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:training-data-supply-synthetic-validity:01",
      "parentGapId": "training-data-supply-synthetic-validity",
      "parentGapRank": 5,
      "ordinalWithinParent": 1,
      "workstream": "Synthetic-data filters that remain valid across successive training generations",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: successive-generation held-out performance",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:training-data-supply-synthetic-validity:02",
      "parentGapId": "training-data-supply-synthetic-validity",
      "parentGapRank": 5,
      "ordinalWithinParent": 2,
      "workstream": "Resolution of model-collapse versus accumulate-don't-replace results",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: model-collapse",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:training-data-supply-synthetic-validity:03",
      "parentGapId": "training-data-supply-synthetic-validity",
      "parentGapRank": 5,
      "ordinalWithinParent": 3,
      "workstream": "Licensing, acquisition, and multimodal corpus expansion beyond public text",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: interactive / multimodal data quality",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:training-data-supply-synthetic-validity:04",
      "parentGapId": "training-data-supply-synthetic-validity",
      "parentGapRank": 5,
      "ordinalWithinParent": 4,
      "workstream": "More capability per training token",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to epoch-ai-trends 3 times-per-year-pretraining-compute-efficiency",
        "computed": {
          "name": "capability-per-pretraining-compute-efficiency",
          "value": 3,
          "unit": "times-per-year-pretraining-compute-efficiency"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:continual-learning-sample-efficient-adaptation:01",
      "parentGapId": "continual-learning-sample-efficient-adaptation",
      "parentGapRank": 6,
      "ordinalWithinParent": 1,
      "workstream": "Stable continual and lifelong learning at foundation-model scale",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: non-stationary task suites",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:continual-learning-sample-efficient-adaptation:02",
      "parentGapId": "continual-learning-sample-efficient-adaptation",
      "parentGapRank": 6,
      "ordinalWithinParent": 2,
      "workstream": "Efficient fine-tuning and modular adapters with transfer guarantees",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: sample-efficient adaptation cost",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:continual-learning-sample-efficient-adaptation:03",
      "parentGapId": "continual-learning-sample-efficient-adaptation",
      "parentGapRank": 6,
      "ordinalWithinParent": 3,
      "workstream": "Memory architectures that retain skills under non-stationary tasks",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to epoch-ai-trends 30 times-per-year-context-window-growth",
        "computed": {
          "name": "context-window-growth-in-published-ci",
          "value": 1,
          "unit": "boolean-in-ci-band"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:continual-learning-sample-efficient-adaptation:04",
      "parentGapId": "continual-learning-sample-efficient-adaptation",
      "parentGapRank": 6,
      "ordinalWithinParent": 4,
      "workstream": "Data-efficient post-training from sparse human feedback",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: catastrophic-forgetting",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-scientific-discovery-formal-reasoning:01",
      "parentGapId": "automated-scientific-discovery-formal-reasoning",
      "parentGapRank": 7,
      "ordinalWithinParent": 1,
      "workstream": "Autoformalization and theorem proving at research scale",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-scientific-discovery-formal-reasoning:02",
      "parentGapId": "automated-scientific-discovery-formal-reasoning",
      "parentGapRank": 7,
      "ordinalWithinParent": 2,
      "workstream": "Closed-loop wet-lab, materials, and drug-discovery agents",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-scientific-discovery-formal-reasoning:03",
      "parentGapId": "automated-scientific-discovery-formal-reasoning",
      "parentGapRank": 7,
      "ordinalWithinParent": 3,
      "workstream": "Verified synthesis of novel algorithms and training methods",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:automated-scientific-discovery-formal-reasoning:04",
      "parentGapId": "automated-scientific-discovery-formal-reasoning",
      "parentGapRank": 7,
      "ordinalWithinParent": 4,
      "workstream": "Cross-domain knowledge graphs that propose testable experiments",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-LAB-OPAQUE; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:grounded-world-models-multimodal-planning:01",
      "parentGapId": "grounded-world-models-multimodal-planning",
      "parentGapRank": 8,
      "ordinalWithinParent": 1,
      "workstream": "Unified multimodal world models spanning vision, language, action, and physics priors",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "decidable",
        "kind": "snapshot-bound",
        "probeOk": true,
        "evidence": "bound to osworld-benchmark 12.24 percent-success-rate-best-agent-osworld",
        "computed": {
          "name": "osworld-human-minus-agent-gap",
          "value": 60.12,
          "unit": "percentage-points"
        },
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:grounded-world-models-multimodal-planning:02",
      "parentGapId": "grounded-world-models-multimodal-planning",
      "parentGapRank": 8,
      "ordinalWithinParent": 2,
      "workstream": "Sim-to-real and digital-twin planning loops",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: physical / non-digital environment",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:grounded-world-models-multimodal-planning:03",
      "parentGapId": "grounded-world-models-multimodal-planning",
      "parentGapRank": 8,
      "ordinalWithinParent": 3,
      "workstream": "Causal and counterfactual evaluation of plans",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: held-out causal and counterfactual",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:grounded-world-models-multimodal-planning:04",
      "parentGapId": "grounded-world-models-multimodal-planning",
      "parentGapRank": 8,
      "ordinalWithinParent": 4,
      "workstream": "Embodied and robotics transfer benchmarks with public suites",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "semi-decidable",
        "kind": "uncovered-named",
        "probeOk": true,
        "evidence": "uncovered aspect named: physical / non-digital environment generalization",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:safe-multi-agent-economy-scale-coordination:01",
      "parentGapId": "safe-multi-agent-economy-scale-coordination",
      "parentGapRank": 9,
      "ordinalWithinParent": 1,
      "workstream": "Game-theoretic protocol design for agent societies",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-UNKNOWN-UNKNOWNS; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:safe-multi-agent-economy-scale-coordination:02",
      "parentGapId": "safe-multi-agent-economy-scale-coordination",
      "parentGapRank": 9,
      "ordinalWithinParent": 2,
      "workstream": "Collusion, deception, and cascade-failure benchmarks",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-UNKNOWN-UNKNOWNS; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:safe-multi-agent-economy-scale-coordination:03",
      "parentGapId": "safe-multi-agent-economy-scale-coordination",
      "parentGapRank": 9,
      "ordinalWithinParent": 3,
      "workstream": "Economic simulation environments with scarce resources",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-UNKNOWN-UNKNOWNS; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    },
    {
      "id": "rd-capability:safe-multi-agent-economy-scale-coordination:04",
      "parentGapId": "safe-multi-agent-economy-scale-coordination",
      "parentGapRank": 9,
      "ordinalWithinParent": 4,
      "workstream": "Identity, reputation, and permission systems for agent networks",
      "implementationStatus": "not-asserted",
      "completionClaim": "not-claimed",
      "frontierCapabilityClaim": "not-claimed",
      "directReadinessStatus": "unmeasured",
      "directReadinessValue": null,
      "directReadinessNecessityWeight": 0,
      "attentionNecessityWeight": 0,
      "runtime": {
        "implemented": true,
        "claim": "workstream-probes-implemented-not-frontier-capabilities",
        "implClass": "tarski-residual",
        "kind": "tarski-named",
        "probeOk": true,
        "evidence": "named residual T-UNKNOWN-UNKNOWNS; no fabricated measurement",
        "computed": null,
        "frontierCapabilityClaim": "not-claimed",
        "workstreamReadiness": "unmeasured"
      }
    }
  ]
}
