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Laboratoires autonomes multi-agents

2026-08-18 · Zenodo (CERN European Organization for Nuclear Research)

One-line summary

An AI research paper on Laboratoires autonomes multi-agents.

Engineering notes

Engineering notes will be added by the aipentium editorial team.

Chinese explanation / 中文解读

中文解读待补充:本站会优先为大语言模型、生成式AI、ChatGPT相关技术、计算机视觉、深度学习等高价值论文补充中文说明。

Original abstract

Résumé FRCe document, produit avec l'assistance de ChatGPT 5 Thinking, Gemini 3 Raisonnement et Claude Opus 5, est publié sous licence Apache 2.0. Il constitue une publication défensive volontaire (antériorité) et entre donc dans l'état de la technique selon les législations applicables : EPC Art. 54(2); French IPC Art. L 611-11; cf. 35 U.S.C. §102(a). Il détaille l'architecture des laboratoires autonomes multi-agents pilotés par l'IA afin de neutraliser tout risque de brevet bloquant. Le document verse 113 inventions majeures au domaine public, couvrant la sécurité matérielle, la métrologie tracée, l'orchestration d'agents et la vérification automatisée pour garantir l'intégrité scientifique. Chaque proposition est décrite de manière habilitante, classée avec les codes IPC et CPC, et accompagnée d'une preuve d'horodatage (RFC 3161 / FreeTSA).Abstract EN This document, produced with the assistance of ChatGPT 5 Thinking, Gemini 3 Reasoning and Claude Opus 5, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: art. L 611-11 CPI / art. 54(2) CBE. It details a comprehensive architecture for AI-driven multi-agent autonomous laboratories, preemptively neutralizing offensive patent risks. The document releases 113 major inventions into the public domain, covering hardwired safety interlocks, traceable metrology, agent orchestration, and automated claim verification to ensure scientific integrity and secure physical operations. Every proposal is described in an enabling manner, classified with IPC and CPC codes, and accompanied by timestamp proof (RFC 3161 / FreeTSA). Timestamp : 2026-08-18T13:14:58ZSHA-256 : a00656866af3033cffeb125e5ccb6827349b2c8ddfc15d61b0971ea755b4ae1d Liste des innovations & classification (IPC ; CPC) : 1 - Hardwired out-of-band abort bus (IPC F16P 3/00 ; CPC G05B 9/02) 2 - Telemetry anomaly interlock for instrument abort (IPC G05B 23/02 ; CPC G05B 9/03) 3 - Thermocouple-latched furnace door interlock (IPC F27D 21/00 ; CPC F16P 3/08) 4 - Automated safe-envelope calibration of instruments (IPC G01D 18/00 ; CPC G05B 19/042) 5 - Vacuum-jacketed micro-calorimetric mixing cell (IPC G01N 25/48 ; CPC B01L 7/00) 6 - Dual-syringe metered dosing head (IPC F04B 13/02 ; CPC G01N 35/10) 7 - Self-referencing colorimetric endpoint module (IPC G01N 21/25 ; CPC G01N 21/274) 8 - Automated counting microscope with quality flag (IPC G06V 20/69 ; CPC G02B 21/36) 9 - Microcontroller surrogate rig for lab control (IPC G05B 17/02 ; CPC G06F 11/263) 10 - Bench-side edge node with buffering (IPC H04L 67/12 ; CPC H04L 67/125) 11 - Segmented lab network with unidirectional export (IPC H04L 63/02 ; CPC H04L 63/0209) 12 - Protocol compiler clamping instrument parameters (IPC G05B 19/4155 ; CPC G16C 20/10) 13 - Recharge-aware scheduling for mobile lab robots (IPC B60L 53/30 ; CPC B60L 53/35) 14 - Sensed reagent inventory enforcing consumption budgets (IPC G01F 23/00 ; CPC G06Q 10/087) 15 - Labware carrier enabling instrument failover (IPC B25J 11/00 ; CPC G01N 35/04) 16 - Safe-abort sequencer for interrupted experiments (IPC B01J 19/00 ; CPC G05D 27/02) 17 - Power-fail and crash qualification rig (IPC G05B 23/02 ; CPC H02J 9/06) 18 - Tamper-evident actuator and sensor provenance recorder (IPC G06F 21/64 ; CPC H04L 9/3239) 19 - Force-limited collaborative workcell for benches (IPC B25J 9/16 ; CPC B25J 19/06) 20 - Bench terminal for guided manual execution (IPC G05B 19/418 ; CPC G06K 7/14) 21 - Per-instrument energy metering per experiment (IPC G01R 21/00 ; CPC G01R 21/133) 22 - Pressure-temperature admissibility gate for vessels (IPC B01J 3/00 ; CPC G05D 16/20) 23 - Time-synchronized multi-instrument telemetry (IPC H04J 3/06 ; CPC G06F 1/12) 24 - Hot-swap instrument bays with blind-mate connectors (IPC H05K 7/14 ; CPC B01L 9/00) 25 - Cross-Paper Dopant-Host Hypothesis Synthesizer (IPC G16C 60/00 ; CPC G16C 20/30) 26 - Multilingual Synthesis-Parameter Extraction Pipeline (IPC G06F 40/20 ; CPC G06F 40/295) 27 - Uncertainty-Mandatory Measurement Record Schema (IPC G06F 16/21 ; CPC G06F 16/2365) 28 - Claim-To-Statistic Verification Gate (IPC G06F 40/30 ; CPC G06F 17/18) 29 - Budget-Aware Sequential Campaign Stopping (IPC G01N 35/00 ; CPC G06N 7/01) 30 - Reference-Tile Drift Control For Colorimetry (IPC G01N 21/27 ; CPC G01N 21/274) 31 - Blank-Corrected Robotic Reaction Calorimetry (IPC G01N 25/20 ; CPC G01N 25/48) 32 - Incompatibility Rule Base Vetoing Protocols (IPC G16C 20/10 ; CPC G06N 5/022) 33 - Simulant Dry-Run Qualification Of Dispensing (IPC G01N 35/00 ; CPC G01N 35/10) 34 - Gravimetric As-Measured Composition Refit (IPC G01G 17/04 ; CPC G16C 20/70) 35 - Batched Bayesian Photocatalyst Mixture Optimizer (IPC B01J 35/00 ; CPC B01J 35/39) 36 - Diversity-Preserving Formulation Candidate Sampler (IPC G06N 3/08 ; CPC G16C 20/50) 37 - Signed Provenance Manifest Generating Methods (IPC G06F 21/64 ; CPC G06F 8/71) 38 - Inter-Laboratory Replication Package With Z-Scores (IPC G06F 16/25 ; CPC G06F 16/258) 39 - Graticule-Calibrated Counting With Poisson Bounds (IPC G06V 20/69 ; CPC G06T 7/0012) 40 - Peak Admission Rule From Measured Noise (IPC G01J 3/28 ; CPC G06F 17/18) 41 - Telemetry Anomaly Abort For Instruments (IPC G05B 23/02 ; CPC G05B 23/0221) 42 - Reagent Lot Traceability And Variance Attribution (IPC G06Q 10/08 ; CPC G06Q 10/087) 43 - Independent Thermal Interlock Below Agent Control (IPC F27D 19/00 ; CPC G05B 9/02) 44 - Green-Constrained Experiment Plan Scoring (IPC G16C 20/10 ; CPC G16C 20/70) 45 - Publication-Grade Figure Regeneration From Data (IPC G06T 11/20 ; CPC G06T 11/26) 46 - Refuted Composition Registry With Detection Limits (IPC G16C 60/00 ; CPC G16C 20/40) 47 - Schema-gated commit to shared agent memory (IPC G06F 16/23 ; CPC G06F 16/2365) 48 - Cite-before-say drafting with reference binding (IPC G06F 40/40 ; CPC G06F 40/56) 49 - Claim-versus-statistics audit gate (IPC G06F 40/20 ; CPC G06F 40/30) 50 - Preemptive out-of-band abort channel (IPC G05B 19/042 ; CPC G05B 19/0428) 51 - Runtime capability revocation at tool broker (IPC G06F 21/62 ; CPC G06F 21/629) 52 - Role-scoped access control on research artifacts (IPC G06F 21/60 ; CPC G06F 21/604) 53 - Agent recovery by ledger replay (IPC G06F 11/14 ; CPC G06F 11/1438) 54 - Stall and degenerate-loop detection (IPC G06F 11/07 ; CPC G06F 11/0757) 55 - Consumable-budget-constrained experiment scheduling (IPC G06Q 10/08 ; CPC G06Q 10/087) 56 - Interim-analysis early stopping of runs (IPC G06N 7/01 ; CPC G06N 7/01) 57 - Simulation pre-screen gating instrument time (IPC G06F 30/20 ; CPC G06F 30/27) 58 - Cross-modality evidence conflict flag (IPC G06N 5/04 ; CPC G06N 5/043) 59 - Multi-agent attestation gate before publication (IPC G06Q 10/10 ; CPC G06Q 10/103) 60 - Venue rule compiler with source remediation (IPC G06F 40/186 ; CPC G06F 40/103) 61 - Execution ledger driving methods generation (IPC G06F 11/34 ; CPC G06F 11/3476) 62 - Dual-use objective screening at initialisation (IPC G06Q 10/06 ; CPC G06Q 10/0635) 63 - Hazard rule engine vetoing protocols (IPC G16C 20/70 ; CPC G16C 20/90) 64 - Provenance whitelist with k-source corroboration (IPC G06F 16/903 ; CPC G06F 16/951) 65 - Offline overlap check against ingested corpus (IPC G06F 40/10 ; CPC G06F 40/194) 66 - Identifier egress scan on artifacts (IPC G06F 21/62 ; CPC G06F 21/6254) 67 - Per-claim translation provenance (IPC G06F 40/40 ; CPC G06F 40/58) 68 - Knowledge-base rendezvous between orchestrator and actors (IPC G06F 9/48 ; CPC G06F 9/4881) 69 - Typed publish-subscribe with correlation identifiers (IPC G06F 9/54 ; CPC G06F 9/546) 70 - Edge-placed instrument controller container (IPC H04L 67/12 ; CPC H04L 67/125) 71 - Quiescent-point rolling agent update (IPC G06F 8/65 ; CPC G06F 8/656) 72 - Calibration-derived safe operating envelopes (IPC G05B 13/04 ; CPC G05B 13/042) 73 - Rebuttal coverage verified by diff mapping (IPC G06F 40/166 ; CPC G06F 40/169) 74 - Post-publication reception re-ingestion loop (IPC G06F 16/93 ; CPC G06F 16/335) 75 - Human verdict as knowledge artifact (IPC G06Q 10/06 ; CPC G06Q 10/0633) 76 - Hypothesis-level pipeline cloning with arbitration (IPC G06F 9/50 ; CPC G06F 9/5027) 77 - Subgroup divergence audit before conclusions (IPC G06F 17/18 ; CPC G06F 17/18) 78 - Egress-free sandbox for generated code (IPC G06F 21/50 ; CPC G06F 21/53) 79 - Venue ranking with quantified gaps (IPC G06Q 10/06 ; CPC G06Q 10/0639) 80 - Fault-injection harness for safety guard (IPC G06F 11/36 ; CPC G06F 11/3688) 81 - Segmented network with brokered egress (IPC H04L 9/40 ; CPC H04L 63/10) 82 - Protocol-derived instrument command allowlist (IPC H04L 9/40 ; CPC H04L 63/1425) 83 - Versioned JSON-LD scientific artifact store (IPC G06F 16/21 ; CPC G06F 16/211) 84 - Local compile validation of submission package (IPC G06F 16/25 ; CPC G06F 16/258) 85 - OCR ingestion with section-level provenance (IPC G06V 30/10 ; CPC G06V 30/41) 86 - Citation-graph-derived rehearsal questions (IPC G06F 16/901 ; CPC G06F 16/9024) 87 - Vision-verified liquid dispense confirmation (IPC G01N 35/10 ; CPC G01N 35/1002) 88 - Gas-sensed hood interlock gating protocols (IPC G01N 33/00 ; CPC G01N 33/0004) 89 - Vibro-acoustic drift detection scheduling instruments (IPC G05B 23/02 ; CPC G05B 23/0254) 90 - Planted-truth qualification panel for discovery agents (IPC G01N 35/00 ; CPC G01N 35/00693) 91 - Blinded control samples in run queue (IPC G01N 35/00 ; CPC G01N 35/00871) 92 - Prior-art collision scoring before instrument time (IPC G06F 16/93 ; CPC G06Q 50/184) 93 - Sentence-level entailment check against cited span (IPC G06F 40/30 ; CPC G06F 40/30) 94 - Diversity-enforced ensemble of hypothesis generators (IPC G06N 5/04 ; CPC G06N 5/043) 95 - Information-gain-per-cost arbitration between simulation and bench (IPC G06N 7/01

5.0Engineering value
7.0Research novelty
4.0Business relevance

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