{"schema_version":1,"research_id":"eoa_inverse_innovation_exp06_external_evaluation_20260803","source_assessment_id":"representation_independent_interface_contract__nanotechnology:P2:v0","cell_id":"representation_independent_interface_contract__nanotechnology","search_queries":["scanning probe microscopy automation controller API fault state completion commands vendor Nanonis programming interface","scanning probe microscopy automation interoperability standard control software hardware abstraction","NIST scanning probe microscopy automation reproducibility control software","open source scanning probe microscope controller API safety approach retract fault","site:specs-group.com Nanonis user manual emergency stop tip retract approach fault PDF","atomic force microscope safety tip crash approach retract manual controller","scanning probe microscopy automation safety collision tip sample controller paper","SPM controller simulator command API approach retract scan status","AEcroscoPy software hardware framework automated autonomous experimentation published journal","AFL automation NIST instrument control queue authentication documentation publication","Scanning Probe Microscopy controller advanced sampling support 2023 DOI"],"sources":[{"source_id":"S1","title":"afspm: A framework for manufacturer-agnostic automation in scanning probe microscopy","publisher":"Beilstein Journal of Nanotechnology","url":"https://www.beilstein-journals.org/bjnano/articles/17/45","source_class":"PRIMARY_RESEARCH","publication_date":"2026-05-18","accessed_at":"2026-08-03","claims_supported":["SPM automation is difficult to reuse because scripts commonly depend on manufacturer-specific controller commands and data structures.","afspm already supplies generic commands, controller-specific translators, configuration separation, mediation, and automated translator tests.","The framework was integrated with multiple SPM-controller interface types and exercised in an automated experiment.","Generic-command abstraction and cross-controller testing are therefore very close prior art to the proposal."]},{"source_id":"S2","title":"AEcroscoPy: A software-hardware framework empowering microscopy toward automated and autonomous experimentation","publisher":"arXiv","url":"https://arxiv.org/abs/2312.10281","source_class":"PRIMARY_RESEARCH","publication_date":"2023-12-16","accessed_at":"2026-08-03","claims_supported":["Vendor-provided, human-centric microscopy operation can limit efficiency and reproducibility.","A hardware-software abstraction has already operated across multiple vendor devices, including scanning-probe microscopes.","Python commands, standardized data models, customized scan trajectories, and simulator or machine-learning integration are established adjacent approaches."]},{"source_id":"S3","title":"ISO 28600:2011 — Surface chemical analysis — Data transfer format for scanning-probe microscopy","publisher":"International Organization for Standardization","url":"https://www.iso.org/standard/44808.html","source_class":"STANDARD","publication_date":"2011-07","accessed_at":"2026-08-03","claims_supported":["A current international standard specifies transfer formats for SPM imaging and spectroscopy data.","Its published scope concerns data transfer rather than behavioral control-state, completion, cancellation, fault-recovery, or motion-side-effect semantics.","Existing SPM standardization does not by itself establish the proposed controller-substitution contract."]},{"source_id":"S4","title":"Programming Interface","publisher":"SPECS Surface Nano Analysis GmbH / Nanonis","url":"https://www.specs-group.com/nanonis/products/detail/programming-interface-1/","source_class":"COMMERCIAL_FIRST_PARTY","publication_date":"n.d.","accessed_at":"2026-08-03","claims_supported":["A major SPM controller vendor exposes both LabVIEW and TCP programming interfaces.","The vendor explicitly promotes programmatic control, experiment customization, automation, and increased efficiency.","The interface makes all controller-module functions scriptable, illustrating both adoption feasibility and the low-level vendor surface from which clients can become coupled."]},{"source_id":"S5","title":"Atom-scale Devices: Engineering, Metrology and Manufacturability","publisher":"National Institute of Standards and Technology","url":"https://www.nist.gov/programs-projects/atom-scale-devices-engineering-metrology-and-manufacturability","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2025-07-09","accessed_at":"2026-08-03","claims_supported":["NIST identifies expert time and limited manufacturability as problems in STM-based atom-scale fabrication.","NIST expressly identifies automation as necessary and is developing STM control software, machine vision, and Python interfaces.","Tip changes must be detected and corrected frequently, and control decisions govern nanoscale tip motion and fabrication progress.","NIST's ongoing program is an identifiable potential adopter or funder, although it has not endorsed this particular contract."]},{"source_id":"S6","title":"AFL-automation Architecture","publisher":"National Institute of Standards and Technology","url":"https://pages.nist.gov/AFL-automation/en/v1.2.0/explanation/architecture.html","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","publication_date":"n.d.","accessed_at":"2026-08-03","claims_supported":["NIST already maintains a laboratory-automation framework with hardware drivers, HTTP APIs, asynchronous queues, authentication, authorization, and monitoring.","Encapsulating hardware-specific dependencies behind driver interfaces is technically established practice.","Authentication and authorization are feasible at the orchestration layer, but this general framework does not supply SPM-specific physical-motion semantics."]},{"source_id":"S7","title":"A New Kind of Atomic Force Microscopy Scan Control Enabled by Artificial Intelligence: Concept for Achieving Tip and Sample Safety Through Asymmetric Control","publisher":"Springer Nature, Nanomanufacturing and Metrology","url":"https://link.springer.com/article/10.1007/s41871-024-00229-6","source_class":"PRIMARY_RESEARCH","publication_date":"2024-04-16","accessed_at":"2026-08-03","claims_supported":["AFM control errors can cause tip breakage or sample damage, making bounded motion behavior materially important.","Control objectives can trade measurement performance against tip and sample safety, so simple output equivalence is insufficient.","The reported controller was evaluated in simulation and used a backup controller for critical states, supporting simulation-first testing while showing that simulation does not establish real-world safety."]},{"source_id":"S8","title":"Pycroscopy and AECroscopy—Reproducible and Open-Source Workflows for Automated Microscopy Experiments","publisher":"Materials Research Society","url":"https://www.mrs.org/meetings-events/annual-meetings/archive/meeting/presentations/view/2024-fall-meeting/2024-fall-meeting-4155072","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2024-12-04","accessed_at":"2026-08-03","claims_supported":["Microscopy practitioners report that vendor APIs are sui generis and impede multi-instrument automation.","Increasing automation creates provenance and reproducibility requirements.","AECroscopy already offers cross-microscope Python functions and automatic logging, reinforcing both the expressed need and the crowded prior-art landscape."]}],"problem_evidence":{"support":"STRONG","rationale":"Independent research, a professional-society presentation, vendor documentation, and NIST program material visibly establish manufacturer-specific SPM interfaces, automation-reuse barriers, high operator burden, and safety-relevant tip/sample motion. What remains unmeasured is the prevalence of the proposal's narrower failure mode: clients depending specifically on ambiguous completion, cancellation, fault-reset, or hidden lifecycle semantics.","source_ids":["S1","S2","S4","S5","S7","S8"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"NIST is an identifiable potential adopter or funder: its ongoing atom-scale-device program expressly needs STM automation and develops control software. Nanonis and the cited research groups also express demand for programmable, reusable automation. No named organization was found requesting this exact state-machine contract or committing authority, staff, hardware access, or funding to it.","source_ids":["S4","S5","S8"]},"prior_art":{"proximity":"SUBSTANTIAL_COLLISION","closest_analogues":[{"name":"afspm manufacturer-agnostic SPM automation framework","similarity":"Very high: generic controller-independent commands and data structures, vendor translators, mediation, multiple controller integrations, simulators, and automated translator tests directly address reusable cross-controller SPM automation.","remaining_difference":"The paper does not visibly establish the proposal's complete opaque lifecycle state machine with contract-level acceptance-versus-sensor-confirmed completion, typed fault/cancellation semantics, physical side-effect matrix, generated sequence oracle, and mutation-tested substitutability gate.","source_ids":["S1"]},{"name":"AEcroscoPy/AECroscopy","similarity":"High: abstracts multiple vendor microscopes behind Python operations, supports automated workflows, standardizes data, logs commands, and enables reproducible experimentation.","remaining_difference":"Its reported emphasis is experiment programmability, trajectories, data, and logging rather than a safety-bounded behavioral substitution contract for probe-motion-controller lifecycle semantics.","source_ids":["S2","S8"]},{"name":"NIST AFL-automation driver architecture","similarity":"Moderate: encapsulates hardware logic behind drivers and adds queues, APIs, authentication, authorization, and monitoring.","remaining_difference":"It is a general laboratory-orchestration framework and does not define SPM-specific manipulation states, physical completion evidence, fault closure, or controller-conformance laws.","source_ids":["S6"]},{"name":"ISO 28600:2011 SPM data-transfer standard","similarity":"Adjacent: provides a representation-independent standardized SPM data interchange surface.","remaining_difference":"Its scope is acquired-data transfer, not live controller operations or stateful physical-motion behavior.","source_ids":["S3"]}],"distinctive_claim_remaining":"Relative to generic commands, translators, data standards, and general driver abstraction, the remaining falsifiable claim is that adding a versioned opaque ProbeManipulationSession with explicit lifecycle states, acceptance-versus-confirmed-completion semantics, typed cancellation/fault outcomes, bounded physical side effects, and one generated black-box sequence oracle will detect safety-relevant non-substitutability that afspm-style translator tests or shared command syntax accept. The claim fails if the added oracle finds no such held-out semantic defects, cannot cover two independent implementations without vendor-specific escape fields, or admits deliberately mutated violations.","confidence":"HIGH"},"implementation_evidence":{"support":"STRONG","rationale":"Cross-vendor command abstraction, translators, simulator integration, automated test suites, hardware-driver encapsulation, queues, authentication, and Python control are all demonstrated or officially documented. A software-only two-simulator trial is therefore technically credible. Evidence does not establish completeness of the proposed state model, real-controller equivalence, physical safety, legal sufficiency, or acceptance by instrument authorities.","source_ids":["S1","S2","S4","S6","S7"]},"scores":{"meaningful_impact":{"score":4,"rationale":"The problem affects automation portability, reproducibility, operator time, and potentially tip/sample damage, although population-level incidence and realized impact remain unmeasured.","source_ids":["S1","S5","S7","S8"]},"stakeholder_pull":{"score":4,"rationale":"NIST and multiple research groups expressly seek SPM or microscopy automation, and a controller vendor markets programmable automation; pull for this exact contract is not yet shown.","source_ids":["S4","S5","S8"]},"incremental_advantage":{"score":3,"rationale":"Explicit lifecycle, completion, fault, and side-effect laws could catch defects missed by generic translator tests, but the advantage has not been measured against afspm or another close comparator.","source_ids":["S1","S7"]},"distinctiveness_plausibility":{"score":2,"rationale":"afspm creates substantial collision around manufacturer-independent commands, translators, mediation, and tests. Distinctiveness survives only in the proposed semantic and safety depth of the oracle.","source_ids":["S1","S2","S6"]},"technical_implementability":{"score":4,"rationale":"The disconnected contract, simulators, generated bindings, and black-box tests use established software techniques demonstrated in closely related systems.","source_ids":["S1","S2","S6"]},"adoption_authority_feasibility":{"score":3,"rationale":"A NIST program and laboratory software stewards are identifiable potential adopters, while physical connection and controller replacement remain dependent on unverified local instrument-owner and safety authority approval.","source_ids":["S5","S6"]},"evidence_readiness":{"score":3,"rationale":"A bounded simulator experiment is well specified and close prior art provides comparators, but no dependency inventory, prototype results, authority commitment, or real-controller traces are available.","source_ids":["S1","S4","S5"]},"safety_net_benefit":{"score":3,"rationale":"The proposal could prevent ambiguous motion outcomes and accidental ordinary motion after faults, but simulated software conformance cannot establish physical stopping, retraction, calibration, or damage prevention.","source_ids":["S7"]},"scalability":{"score":4,"rationale":"A single contract and reusable oracle could scale better than pairwise adapters, and cross-vendor abstraction has already been demonstrated; modality-specific semantic divergence may limit coverage.","source_ids":["S1","S2","S8"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Six- to twelve-week software-only study: transition table and clauses, two independently implemented simulators, client harness, generated sequence and mutation tests, leakage audit, and adjudication of divergences; no hardware connectivity.","confidence":"LOW","assumptions":["Approximately 1.5 to 3 full-time-equivalent software/control researchers plus limited SPM-domain review.","Existing open-source test, schema, and simulation tooling is reused.","No proprietary controller license, procurement, laboratory downtime, or physical qualification is included.","The band is a resource-equivalent estimate; none of the eight sources publishes a directly applicable project cost. "],"source_ids":["S1","S2","S6"]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Authorized integration with two existing controller families, adapter development, trace capture, security review, calibration-aware capability profiles, safety-case review, and non-production hardware-in-the-loop qualification.","confidence":"LOW","assumptions":["Existing microscopes and controllers are available and are not purchased.","Vendor APIs are accessible under existing licenses.","Instrument-owner supervision, laboratory time, and validation documentation are included.","No regulated-product certification or major controller redesign is included."],"source_ids":["S1","S4","S5","S7"]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Limited production launch on one laboratory workflow, including shadow comparison, rollback controls, operator training, monitoring, documentation, and authority-approved staged use.","confidence":"LOW","assumptions":["Launch covers one institution and two controller implementations.","Incumbent control remains available for rollback.","Physical-motion thresholds and acceptance rules are defined by the instrument authority, not inferred from software tests.","The estimate excludes microscope replacement and lost-sample consequences."],"source_ids":["S5","S6","S7"]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Contract stewardship, adapter maintenance, regression and leakage testing, audit-log review, incident triage, version/deprecation governance, and periodic requalification for a small deployment.","confidence":"LOW","assumptions":["Approximately 0.5 to 1.5 full-time-equivalent effort plus modest test-infrastructure and laboratory time.","Two to five controller or capability profiles are maintained.","Major hardware changes, new regulatory obligations, and microscope capital costs are excluded."],"source_ids":["S1","S4","S6"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"YES","reason":"Multiple independent sources directly document manufacturer-specific interfaces, reuse barriers, operator burden, reproducibility concerns, and safety-relevant control behavior.","source_ids":["S1","S5","S7","S8"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"NIST's active atom-scale-device program is an identifiable credible potential adopter or funder with an expressed STM-automation need and existing control-software work. This does not constitute commitment to the proposal.","source_ids":["S5"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"Against afspm-style generic commands and translator tests, the added state, completion, fault, cancellation, and side-effect oracle has explicit comparators and falsifiers.","source_ids":["S1","S7"]},"bounded_next_evidence_step":{"status":"YES","reason":"A disconnected two-simulator, mutation-tested comparison can be time-, scope-, and safety-bounded without hardware access.","source_ids":["S1","S2","S6"]},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The proposed next step disables every hardware transport and makes no physical qualification claim. Any physical connection remains outside scope and requires separate owner and safety-authority approval.","source_ids":["S5","S7"]},"credible_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The four scopes and exclusions are bounded, but no relied source provides labor, integration, validation, or downtime costs for this exact work; all ranges are resource-equivalent estimates with low confidence.","source_ids":["S1","S4","S5","S6"]}},"next_evidence_step":"Pre-register a 6–12 week, hardware-disconnected study. Freeze a finite state/operation/error/side-effect specification before implementation. Comparator A is a controller-specific client using raw status and timing; comparator B is an afspm-like generic-command translator with ordinary translator tests; comparator C adds the proposed opaque lifecycle contract and generated black-box sequence oracle. Have two teams independently implement simulators with different queues, actuator models, completion timing, and injected failures. Seed held-out mutations for premature completion, motion on rejected calls, cancellation races, stale calibration, envelope bypass, sensor loss, travel-limit fault, and false retraction success. Measure semantic defects detected, false rejections of behaviorally valid alternatives, unresolved clauses, and vendor-specific escape fields required. Falsify the incremental claim if C does not detect more held-out semantic violations than B, if it rejects valid representation differences at an operationally unacceptable rate, if either simulator cannot implement the contract without exposing vendor fields, or if a mutated lifecycle/side-effect violation passes. Stop with all transports disabled and submit unresolved safety distinctions to the named instrument authority before any hardware study.","blocking_evidence":["No measured inventory shows how often current SPM automation depends on raw statuses, timing, queue identifiers, or ambiguous completion semantics.","No named laboratory or instrument owner has committed to adopt, fund, or authorize this exact contract.","No prototype has demonstrated incremental defect detection over afspm-style translator tests.","No evidence establishes that the proposed state model preserves every modality-specific calibration, uncertainty, interlock, and diagnostic distinction.","No physical test establishes emergency-stop, retraction, positioning, or sensor-confirmation behavior; simulated conformance must not be treated as physical qualification.","No directly applicable cost, staffing, vendor-license, downtime, or validation benchmark was found.","Legal, contractual, cybersecurity, export-control, and institutional quality obligations for a specific deployment remain unevaluated."],"research_disposition":"PARTNERED_RESEARCH_PROGRAM","world_novelty_boundary":"World novelty is unmeasured, and this evaluation makes no conclusion that the proposal is world-novel. The eight-source search found substantial collision with manufacturer-agnostic SPM automation and adjacent microscopy-control frameworks, while leaving a narrower contrastive claim around lifecycle, completion, fault, cancellation, and physical-side-effect semantics. Patentability, freedom to operate, market size, and realized impact are also unmeasured.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":true,"progress_targets":["Obtain an authority-approved dependency inventory and anonymized command/status traces from at least two materially different SPM controller stacks.","Pre-register the lifecycle contract, comparator implementations, mutation set, metrics, thresholds, and falsifiers before observing simulator results.","Demonstrate with two independently developed simulators that the proposed oracle detects held-out lifecycle or side-effect violations beyond an afspm-like generic-command translator test suite.","Quantify false rejections, under-specified clauses, and every vendor-specific escape field required by the simulators.","Secure written instrument-owner and safety/quality-authority approval before any hardware transport is enabled; keep software conformance explicitly separate from physical qualification.","Replace low-confidence resource-equivalent cost ranges with partner-specific staffing, licensing, laboratory-time, downtime, validation, and recurring-maintenance estimates."],"reason":"Bounded web research establishes the problem, a credible adopter class, feasibility, and substantial prior-art collision, but cannot determine the proposal's incremental defect-detection advantage or adequacy of its safety semantics. Those questions require proprietary dependency evidence, independent implementation, mutation testing, and eventually authority-controlled physical qualification. Under the controller rule, evidence requiring fieldwork or live testing requires STOP_EMPIRICAL_RESEARCH_NEEDED, and every STOP sets repairable false."},"proposal_index":2}