Governed RF Experimentation

Akamai Intelligence Group | RF provenance, bounded signal triage, and human-gated decoder orchestration
SIGIntAgentOS RF Governance Edge Workbench Public-Safe

AIG is developing a governed RF analysis and edge experimentation substrate for lawful signal workflows, bounded modulation/FEC triage, GRAND-inspired lab experiments, provenance, and human-gated decoder orchestration.

This research lane is adjacent to public interest in adaptive communications programs such as DARPA's Lightweight Universal Codec (LUC), but it does not claim LUC implementation, universal codec capability, protected payload recovery, or program association.

Read Capability Note Research Corpus
Non-claim boundary: AIG does not claim DARPA endorsement, DARPA validation, active LUC program association, universal military-radio decoding, encryption defeat, COMSEC/TRANSEC bypass, or protected payload recovery. The current public posture is an adjacent governed RF workflow and evaluation substrate.

Why This Fits AIG

SIGIntAgentOS began as a fieldable signals-intelligence cyberdeck. The RF research lane extends that origin story into governed edge experimentation: not just collecting or classifying signals, but preserving provenance, exposing uncertainty, bounding decoder paths, and keeping active authority human-gated.

DICE governs multi-agent coordination. Governed RF experimentation applies the same control-plane doctrine to signal interpretation workflows at the edge.

Prototype Ladder

Broker
Candidate decoder routing

Offline dry-run plans rank lawful candidate decoder paths, label uncertainty, preserve provenance, and block protected/encrypted payload hints.

RF/IQ
Provenance + features

Synthetic lab fixtures, SigMF-style metadata, source SHA256 chains, and pure-Python IQ feature extraction support auditable RF workflows.

FEC
Lab-only code-family triage

Bounded toy experiments identify structural FEC/code-family hints without emitting recovered payload bits or claiming universal decoding.

GRAND
Toy-channel experiments

GRAND-inspired Hamming-weight and reliability-ordered noise-guess experiments run only on tiny synthetic binary symmetric channels and toy codes.

GUI
SIGINT RF Workbench

The SIGIntAgentOS RF Workbench gives operators a local view of features, broker rankings, classifier outputs, FEC/GRAND summaries, and audit logs.

Gate
Human-controlled execution

Controlled decoder wrappers remain dry-run by default and require explicit authorization gates before external tool execution can be considered.

What Is Public Today

Source code, repository access, non-public artifacts, operator prompts, and evaluation packets are not published from this page.