PRL3 · Adaptive Inference Suppression

Kernel‑level governance · Semantic cache · Hardware isolation · Patent pending

What is PRL3?

PRL3 is a kernel‑level inference governance layer that sits between your application and your LLM provider. It learns which queries repeat, routes them through a verified semantic cache, and physically blocks GPU access until a valid request arrives. The result: dramatically fewer API calls, lower energy consumption, and full auditability — without changing your existing stack.

94%

accuracy on benchmark dataset

97%→6%

GPU call reduction R2→R3

16×

fewer GPU activations

How It Works: Kernel + Governance + IP Protection

PRL3 is not a simple cache — it is a kernel‑level layer that operates at the lowest level of GPU communication:

Kernel‑level isolation – PRL3 makes the GPU invisible to the system unless a valid TFI‑signed request is presented. No one can map GPU memory or issue commands without proper authorization. This is total hardware isolation.
Inference Governance – Every request is tracked, patterns are learned in real time, and decisions are made on the fly: serve from cache or forward to GPU. The system becomes predictable, measurable, and auditable.
IP Protection – PRL3 is protected by a pending patent (USPTO #64/006,312). This safeguards not only the technology but also the business model – any organisation that implements PRL3 gains a competitive advantage that is difficult to copy.

TFI (Trusted Flight Identity) – every GPU request must carry a signed TFI token. Without it, the kernel driver rejects the request and the GPU remains inaccessible. This ensures that only authorised, pre‑verified queries ever reach the hardware.

Proven Results

PRL3 has been rigorously tested on production workloads. The semantic cache reduces redundant computation while maintaining high accuracy. The kernel driver adds negligible latency (< 1ms) while providing a robust security boundary.

94%

cache hit rate on repeated queries

<1ms

kernel driver overhead

100%

audit coverage (all requests logged)

Full benchmark results and test recordings are available below.

Try It Yourself

You can test PRL3 on any Ubuntu system with a single command (no installation required):

                    $ curl -fsSL https://icomnewtechnologies.com/proof/proof_install.sh -o ~/proof.sh

                    $ bash ~/proof.sh

This runs a self‑contained demo that measures the effectiveness of semantic caching and kernel‑level isolation on your own hardware.

📊 Benchmark Results 🎥 View Recorded Benchmark & Test ⚙️ Download Proof Script

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