Hardware Silicon IP & Deterministic AI Orchestration
Bridging physical-layer Compute-In-Memory (CIM) bitline acceleration with a 4-phase transactional multi-agent software runtime.
Hardware Architecture: Bitline Activation Cores
Patent-pending silicon IP engineered directly into SRAM macros.
Bitline Comparator Core
Evaluates signal energy against a temporally modulated carrier wave threshold ($V_{\text{th}}(t)$) before execution, suppressing zero-value compute at the physical bitline.
Hardware Cyber-Breaker
Integrated Pillar 3 entropy monitoring automatically trip-gates the system clock during adversarial noise or spike-storm flood attacks, ensuring physical silicon safety.
Safe Decision Region
Hardcoded $\epsilon$ safe decision region prevents false-negative clock gating under analog noise and PVT (process, voltage, temperature) circuit variations.
Empirical Benchmark Evaluation
Measured dynamic compute reduction on physical neuromorphic datasets and event streams.
| Workload / Dataset | Data Architecture | Dynamic Compute Reduction | Architectural Effect |
|---|---|---|---|
| DVS Gesture Streams | Spatiotemporal Sparse Stream | 70.60% MACs Avoided | High-efficiency event-driven sparse vision gating |
| N-MNIST Dataset | Physical Neuromorphic Events | 15.56% MACs Avoided | Continuous motion digit recognition pruning |
| Adversarial Noise Flood | Spike-Storm Cyber Attack | 100.00% Clock Suppression | Physical $H(x)$ hardware breaker activation |
Software Layer: GVF Orchestrator Core
4-Phase deterministic pipeline engine for multi-agent workflows and tool sandboxing.
DAG Dependency Sorting
Evaluates execution graphs using Kahn's Algorithm to enforce topological dependencies and prevent circular execution loops.
SemVer Tool Namespacing
Resolves skill collisions across agent modules while enforcing strict Semantic Versioning API contracts.
Deterministic Prompt Synthesis
SHA-256 state deduplication and dynamic slot pruning to strictly enforce token budget constraints.
Transactional Sandboxing
Dry-run tool execution paired with JSON Schema validation that triggers automatic state rollbacks on failure.
Get GVF Orchestrator (.whl)
Purchase a commercial license on Polar.sh for instant access to pre-compiled Python distribution packages and hardware-software integration specs.