LABSPUBLIC RESEARCH INSTITUTE
← Benchmark centerVERSIONED EVIDENCE CONTRACT

Attention Cursor / Referential Return

No public result exists merely because this contract exists. It defines what must be run, recorded, and disclosed before a result can be promoted.

Read related paper
REQUIRED SUITES
  1. Consented participant protocol
  2. Nomination versus explicit commitment
  3. Ambiguous multi-object scenes
  4. Manual fallback
  5. Correction and cancellation
  6. Privacy-disabled condition
  7. Device and lighting variation
INVALID-RUN CONDITIONS
  • nomination treated as action
  • no explicit consent
  • no correction path
  • private video retained beyond protocol
  • manual path absent
METRICS
nomination_accuracyfalse_commit_ratecorrection_timetask_timecognitive_loadmanual_fallback_successprivacy_comprehension
EXAMPLE RECEIPT · NOT MEASURED
{
  "run_id": "b08-attention-cursor-example-NOT-MEASURED",
  "suite_id": "b08-attention-cursor",
  "suite_version": "1.0.0",
  "commit": "UNSET",
  "configuration_digest": "UNSET",
  "corpus_or_task_digest": "UNSET",
  "model_and_runtime": {},
  "environment_digest": "UNSET",
  "started_at": null,
  "finished_at": null,
  "raw_artifact_refs": [],
  "metric_records": [],
  "invalid_conditions_checked": [],
  "known_limitations": [
    "Example only; no measured values."
  ],
  "result_state": "AWAITING_LOCAL_RUN",
  "receipt_digest": "UNSET",
  "example_only": true
}
CI FIXTURE RECEIPTDETERMINISTIC FIXTURE CONFORMANCE

Contract structure and example-receipt invariants only. No metric was measured and no benchmark result was promoted.

{
  "checks": {
    "example_cannot_be_measured": true,
    "invalid_conditions_declared": true,
    "metrics_declared": true,
    "receipt_contract_complete": true,
    "receipt_suite_matches": true,
    "related_paper_present": true,
    "required_suites_declared": true,
    "suite_id_matches_directory": true,
    "suite_version_present": true
  },
  "contract_sha256": "8fc94165127a4d9c83af816670654a4127aaacb82e01681236d4797f8941239f",
  "measured_metrics": false,
  "note": "This receipt validates the benchmark contract fixture only. It is not a benchmark run and contains no performance or comparative result.",
  "performance_result": false,
  "result_state": "DETERMINISTIC_FIXTURE_CONFORMANCE",
  "suite_id": "b08-attention-cursor",
  "suite_version": "1.0.0"
}
FOUNDER-LOCAL RUN PACKETS

These one-command packets fail closed when hardware, source, model, dataset, participant consent, or checkpoint prerequisites are absent.

ATTENTION-CURSOR-REFERENTIAL-RETURN · AWAITING_LOCAL_RUN ↓

Objective

Establish a reproducible, falsifiable evidence path for p17-attention-cursor. This contract authorizes no result by itself. A public result requires a versioned run, exact configuration, raw artifacts, environment identity, limitations, and a receipt.

Required suites

  1. Consented participant protocol
  2. Nomination versus explicit commitment
  3. Ambiguous multi-object scenes
  4. Manual fallback
  5. Correction and cancellation
  6. Privacy-disabled condition
  7. Device and lighting variation

Invalid-run conditions

A run is invalid, rather than merely low-scoring, when any of the following occurs:

  • nomination treated as action
  • no explicit consent
  • no correction path
  • private video retained beyond protocol
  • manual path absent

Metrics

Report each metric separately. Do not hide a regression inside one composite score.

  • nomination_accuracy
  • false_commit_rate
  • correction_time
  • task_time
  • cognitive_load
  • manual_fallback_success
  • privacy_comprehension

Baseline discipline

Use the strongest sensible baseline for the exact task and information budget. Pin versions, prompts, corpora, models, hardware, runtime flags, and warm/cold state. If the research system receives additional context, dependencies, precomputation, or a model, charge or disclose them under the contract.

Run receipt

Every run emits:

run_id
suite_id
suite_version
commit
configuration_digest
corpus_or_task_digest
model_and_runtime
environment_digest
started_at
finished_at
raw_artifact_refs[]
metric_records[]
invalid_conditions_checked[]
known_limitations[]
result_state
receipt_digest

Allowed result states:

REPRODUCED
VERIFIED_MECHANISM
IMPLEMENTED
SOURCE_REVIEWED
SPECIFIED
HYPOTHESIS
INCONCLUSIVE
FAILED
AWAITING_LOCAL_RUN
INVALID

Data splits and leakage

Freeze task sets before viewing final results. Keep development, selection, and held-out evaluation separate where the suite supports them. Record any human-authored fixture that appeared during implementation. Do not tune a threshold on the final set and present it as held out.

Statistical and qualitative reporting

For repeated measurements, report sample count, central tendency, dispersion, and uncertainty appropriate to the design. Preserve row-level results. For human ratings, blind condition labels where possible, record the rubric, and retain disagreement rather than averaging away failure modes.

Negative evidence

Failed and inconclusive runs remain in the experiment ledger with code, configuration, and reason. A later successful run does not delete them.

Publication requirements

A public result page must show:

  • exact evidence state;
  • date and commit;
  • environment and task/corpus identity;
  • metric table;
  • baseline table;
  • raw artifact links;
  • failure gallery;
  • limitations and non-claims;
  • reproduction command;
  • receipt digest.

No marketing page may round a measured result into a broader claim than the contract supports.