systems-research

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A closed-loop security runtime preventing "The Great Exfiltration" and Indirect Prompt Injection in Autonomous AI Agents.

python golang ebpf xdp linux-security zero-trust lsm runtime-security taint-tracking prompt-injection llm-security agentic-ai systems-research

Frictionless Computing: Entropy-Based Operation Filtering for 10x-1000x Effective Speedup

Linux network namespace-based transport performance benchmarking framework using tc, netem, iperf3 and optional eBPF instrumentation.

Deterministic stability framework for stateful AI recovery under bounded compute with nonlinear collapse analysis.

Runtime for survivable autonomous software agents using WASM, migration, and runtime economics.

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