case stringlengths 36 155 ⌀ | expected stringclasses 3
values | anchor stringlengths 14 90 ⌀ | axis stringclasses 1
value | source stringclasses 1
value | verified_against stringclasses 2
values | _canary stringclasses 1
value |
|---|---|---|---|---|---|---|
An ML safety controller with self-evolving behaviour that keeps a collaborative robot within safe force limits. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A machine-learning vision safety component, placed independently on the market, that halts a press when a hand enters the danger zone and adapts over time. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An embedded self-evolving ML system performing the emergency-stop safety function of an industrial cutter. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A partially self-evolving ML speed-governor ensuring a machine never exceeds a safe operating envelope. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An ML safety component that learns to detect and prevent overpressure explosions, overriding manual control. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A machine-learning safety function that continuously adapts fall-arrest triggering on a moving platform. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
Self-evolving ML collision-avoidance ensuring a mobile machine stops before striking a person. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An ML safety component ensuring safe torque limits on a powered gate, with self-evolving behaviour. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A fixed-logic light curtain that stops a robot when the beam is broken; deterministic, no learning. | NOT_SAFETY_FUNCTION | recital @31705: software incapable of learning/evolving is excluded from the ML provisions | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A mechanical emergency-stop button hard-wired to cut power; no software. | NOT_SAFETY_FUNCTION | non-ML safety device | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A deterministic two-hand control that requires both buttons pressed; no ML. | NOT_SAFETY_FUNCTION | non-ML safety device | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A fixed-threshold pressure-relief valve controller programmed to execute one automated function. | NOT_SAFETY_FUNCTION | software incapable of learning — excluded | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A rule-based interlock that prevents a door opening while a drum spins, no learning. | NOT_SAFETY_FUNCTION | deterministic interlock, non-ML | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A static PLC ladder-logic safety routine with fixed set-points. | NOT_SAFETY_FUNCTION | non-evolving software | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An ML recommender that suggests maintenance schedules; no safety-critical control. | OUT_OF_SCOPE | not a safety function of the machine | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An analytics dashboard reporting historical machine downtime. | OUT_OF_SCOPE | reporting only | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A chatbot answering operator questions about the manual. | OUT_OF_SCOPE | not a safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An ML fault-prediction model that only advises a human and never actuates any safety stop. | OUT_OF_SCOPE | advisory; does not perform the safety function | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A production-optimisation ML that tunes throughput but has no safety role. | OUT_OF_SCOPE | efficiency, not safety | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An office spreadsheet macro tracking spare-part inventory. | OUT_OF_SCOPE | not machinery software at all | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A marketing model forecasting demand for the factory's products. | OUT_OF_SCOPE | unrelated to machine safety | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
An ML quality-inspection camera that flags cosmetic defects, not safety hazards. | OUT_OF_SCOPE | quality, not a safety function | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I, fetched 2026-08-05 | null |
A self-learning ML system ensuring safe deceleration of an automated forklift near pedestrians. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
An ML safety component with self-evolving behaviour controlling safe blade retraction on a saw. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
An adaptive ML watchdog that learns to trip a reactor's safety shutdown. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
An embedded ML safety function that evolves to keep a crane load within safe limits. | PART_A | Annex I (Reg 2023/1230) cat.5/6: ML self-evolving safety component | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
A fixed hardware thermal fuse that cuts power at a set temperature. | NOT_SAFETY_FUNCTION | non-ML safety device | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
A deterministic speed-limiter with a hard-coded cap, no learning. | NOT_SAFETY_FUNCTION | software incapable of learning | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
A mechanical guard interlock switch, no software. | NOT_SAFETY_FUNCTION | non-ML safety device | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
An ML energy-usage optimiser for the plant, no safety role. | OUT_OF_SCOPE | efficiency, not safety | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
An ML scheduling assistant for shift planning. | OUT_OF_SCOPE | not a safety function | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
An ML defect classifier for cosmetic paint flaws. | OUT_OF_SCOPE | quality, not safety | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
A dashboard visualising OEE metrics. | OUT_OF_SCOPE | reporting only | machinery | csoai-authored-VERIFIED | EUR-Lex CELEX 32023R1230 Annex I | null |
null | null | null | null | null | null | GSPC-CANARY-GUID machinery-csoai-2026 |
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