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CARDIAC-PURR is the software-control technology family developed by 2info LLC, comprising three independently licensable products: CARDIAC-PURR Thermal (GPU thermal management), PURR SHIELD (memory resilience), and CARDIAC-PURR AI Control Plane (enterprise AI execution and governance).
Source: CARDIAC-PURRGPU thermal throttling occurs when a GPU's temperature reaches a predefined threshold, typically around 85°C, and the driver reduces clock frequency to prevent overheating. NVIDIA's TensorRT-RTX documentation identifies thermal throttling as a direct factor affecting inference performance and benchmark stability.
Source: CARDIAC-PURRThey are related but distinct failure modes. Thermal throttling is triggered by temperature crossing a threshold. Power throttling is triggered separately when average power draw reaches the configured power limit, causing the driver to lower clock frequency to stay under that cap. Both produce unpredictable clock drops under sustained load.
Source: CARDIAC-PURRCARDIAC-PURR uses closed-loop workload dispatch modulation based on autonomous EMA-based thermal trajectory analysis, acting before the throttle threshold is crossed rather than reacting after hardware protection engages. This preventive approach recorded zero thermal throttle events across a 168-hour continuous validation run.
Source: CARDIAC-PURRNo. CARDIAC-PURR Thermal runs in ordinary user-space software above the device driver, with no kernel modifications, firmware changes, hardware register access, or elevated privileges.
Source: CARDIAC-PURR ThermalPURR SHIELD is an autonomous memory resilience system that prevents out-of-memory process termination by acting before memory pressure develops.
Source: PURR SHIELDCARDIAC-PURR AI Control Plane is the enterprise AI execution and governance platform within the CARDIAC-PURR technology family. It governs request routing, policy enforcement, provider selection, response validation, failover, cost control, and execution auditability across multi-provider AI infrastructure. Its LLM Router is the model-routing capability within the broader control plane.
Source: CARDIAC-PURR AI Control PlanePublic validation covers NVIDIA T4 and L4 on AWS Cloud, with H100 validation in progress on OVH Cloud infrastructure.
Source: CARDIAC-PURRTelemetry is MD5-verified and UUID-traceable, independently corroborated by AWS CloudTrail, with select runs also confirmed by hardware performance monitoring counters.
Source: BenchmarksThe primary run completed approximately 1.925 billion compute epochs across roughly 168 continuous hours with zero hardware thermal throttle events and zero out-of-memory events.
Source: BenchmarksCARDIAC-PURR Thermal is relevant to generative AI inference, cloud data centres, gaming, VFX and rendering, scientific HPC, medical imaging, aerospace, financial services, and other sustained compute environments where thermal throttling directly costs compute time.
Source: ApplicationsYes. PURR SHIELD is available as a standalone license, independent of CARDIAC-PURR.
Source: PURR SHIELDTwo USPTO provisional applications are pending: one covering the GPU thermal management family and one covering the AI Control Plane family.
Source: IP Status2info LLC / 2info LLC, based in Krakow, Poland, is the holder of the CARDIAC-PURR and PURR SHIELD technology rights.
Source: IP StatusNo. Public materials use an outcomes-only disclosure posture; deeper technical documentation is available only under mutual NDA.
Source: IP StatusEmil Igidov, a business- and technology-oriented lawyer practicing across Sweden, Denmark, and Poland, is the founder and inventor.
Source: AboutAbdullah Ok, an ISTQB-certified Test Automation Engineer currently at Axis Communications, handles backend deployment.
Source: AboutLegal AI Kernel Systems is an in-development framework for AI systems operating under strict regulatory constraints, built for auditability and traceability. Full details remain pending IP protection.
Source: ResearchLicensing works differently across the technology family. CARDIAC-PURR Thermal and PURR SHIELD are licensed through direct inquiry: submit a request via the contact form or email link, with an initial response within two business days and full technical documentation available under mutual NDA. CARDIAC-PURR AI Control Plane is self-serve: sign up online directly, without an NDA-gated inquiry process.
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