{
  "chart_manifest": [
    {
      "description": "Train-loss movement from first summary step to current stop-decision observation.",
      "path": "plots/full_stack_training_loss_signal.svg",
      "type": "svg_line_chart"
    },
    {
      "description": "Mean compute, end-to-end and valid-token throughput.",
      "path": "plots/full_stack_training_throughput.svg",
      "type": "svg_bar_chart"
    },
    {
      "description": "Nonfinite-gradient and optimizer-skip counters.",
      "path": "plots/full_stack_training_safety_counters.svg",
      "type": "svg_bar_chart"
    },
    {
      "description": "Stream irregularities that bound throughput claims.",
      "path": "plots/full_stack_training_stream_warnings.svg",
      "type": "svg_bar_chart"
    },
    {
      "description": "Pass, warning, hold and blocked interpretation gates.",
      "path": "plots/full_stack_training_claim_boundaries.svg",
      "type": "svg_status_matrix"
    }
  ],
  "claim_boundary": [
    "Full-stack local integration-training aggregate evidence only.",
    "Loss movement is a trainability and integration signal, not model-quality proof.",
    "Throughput is published with warning status because stream irregularities were detected.",
    "Checkpoint write pressure is published only as aggregate diagnostic evidence.",
    "Control-plane pressure is published only as aggregate diagnostic evidence.",
    "Eval trend claims are blocked because only one eval record is present.",
    "Generation sample quality remains held for manual review; no mature generation-quality claim is made.",
    "Source provenance is reduced to a clean-stamp status; private commits, paths and command details are withheld.",
    "Parameter and token counts are normalized to M where shown.",
    "No row-level metrics, raw paths, hashes, invocation payloads, raw prompts, raw datasets, raw outputs, model weights, or source internals are bundled.",
    "No dense-superiority, benchmark-score, production-readiness, service-level, unrestricted reproduction, or proven-breakthrough claim is made."
  ],
  "contract": "neuroforge.erais.public_full_stack_training.v1",
  "control_gates": [
    {
      "label": "Source provenance",
      "public_signal": "clean source stamp; private commit details withheld",
      "status": "pass"
    },
    {
      "label": "Feature utilization",
      "public_signal": "14 declared / 0 not utilized",
      "status": "pass"
    },
    {
      "label": "Training stability counters",
      "public_signal": "0 nonfinite-gradient max / 0 optimizer skips",
      "status": "pass"
    },
    {
      "label": "Throughput diagnostic",
      "public_signal": "latest diagnostic warn; 102 duplicate rows / 2 step regressions",
      "status": "warn"
    },
    {
      "label": "Checkpoint pressure",
      "public_signal": "high checkpoint pressure",
      "status": "warn"
    },
    {
      "label": "Control-plane pressure",
      "public_signal": "high control plane pressure",
      "status": "warn"
    },
    {
      "label": "Generation sample quality",
      "public_signal": "manual review held; no generation-quality claim",
      "status": "hold"
    },
    {
      "label": "Stop decision",
      "public_signal": "no eval metrics",
      "status": "continue"
    },
    {
      "label": "Dense-superiority claim",
      "public_signal": "comparison claim remains blocked",
      "status": "blocked"
    },
    {
      "label": "External distribution",
      "public_signal": "local dry-run ready; external release held",
      "status": "hold"
    }
  ],
  "disclosure_tier": "public_proof",
  "generated_at_utc": "2026-07-06T10:17:19.863464Z",
  "headline": {
    "checkpoint_pressure_status": "high_checkpoint_pressure",
    "control_plane_pressure_status": "high_control_plane_pressure",
    "declared_feature_count": 14,
    "dense_superiority_status": "blocked",
    "eval_count": 2,
    "eval_trend_status": "blocked_insufficient_eval",
    "external_distribution_ready": false,
    "feature_utilization_status": "pass",
    "features_not_utilized_count": 0,
    "final_pair_work_plan_count": 8,
    "first_train_loss": 12.672049,
    "generation_manual_review_required": true,
    "generation_quality_gate_status": "hold",
    "generation_sample_count": 1,
    "generation_text_health_status": "questionable",
    "local_dry_run_ready": true,
    "max_checkpoint_step_wall_ratio_pct": 10.32,
    "max_checkpoint_wall_s": 49.019,
    "max_control_plane_step_wall_ratio_pct": 87.353,
    "max_nonfinite_grad_fraction_pct": 0.0,
    "mean_compute_tps": 59.216,
    "mean_end_to_end_compute_tps": 59.185,
    "mean_pair_work_reduction_x": 1.879,
    "mean_valid_tps": 25.354,
    "observed_global_step": 319,
    "observed_train_loss": 1.718691,
    "optimizer_skip_count": 0,
    "pair_work_active_step_count": 319,
    "parameter_footprint_boundary": "Scale label only; not a public architecture specification.",
    "parameter_footprint_m": 500,
    "recent_window_count": 20,
    "recent_window_step_end": 314,
    "recent_window_step_start": 295,
    "release_decision_status": "hold",
    "same_step_reuse_status": "not_observed",
    "single_eval_loss": 8.122515,
    "source_dirty_file_count": 0,
    "source_provenance_status": "pass",
    "stop_reason": "no_eval_metrics",
    "stop_status": "continue",
    "stream_duplicate_rows": 102,
    "stream_global_step_regressions": 2,
    "stream_historical_future_steps": false,
    "summary_final_step": 319,
    "summary_final_train_loss": 1.718691,
    "summary_first_step": 1,
    "throughput_diagnostic_status": "warn",
    "throughput_status": "warn",
    "tokens_seen_m": 1.113,
    "train_loss_delta": -10.953358,
    "train_loss_reduction_pct": 86.437,
    "wall_time_attribution_status": "pass"
  },
  "known_limits": [
    "The run was still in continue state at the stop decision used for this public summary.",
    "Only one eval record is present, so eval-loss trend and quality claims are blocked.",
    "The throughput diagnostic is warning-only because stream row irregularities were detected.",
    "Checkpoint and control-plane pressure are diagnostic-only; they are not service-level evidence.",
    "Generation sample quality remains held for tuning and review.",
    "Dense comparison and external distribution gates remain held or blocked."
  ],
  "source_artifacts": [
    {
      "bytes": 8605,
      "file": "aggregate_training_metrics_summary.json"
    },
    {
      "bytes": 2602193,
      "file": "aggregate_training_metrics_rows.jsonl"
    },
    {
      "bytes": 1326,
      "file": "aggregate_stop_decision_summary.json"
    },
    {
      "bytes": 7060,
      "file": "aggregate_source_command_stamp.json"
    },
    {
      "bytes": 171152,
      "file": "aggregate_throughput_diagnostic.json"
    },
    {
      "bytes": 3706,
      "file": "aggregate_dense_comparison_gate.json"
    },
    {
      "bytes": 8124,
      "file": "aggregate_release_decision_gate.json"
    }
  ],
  "source_run_label": "500M local full-stack training v3",
  "status": "public_candidate"
}