# Safety and licence decision

The strict content screen admitted this as a static-only theory candidate. The paper source and tracked release tree were scanned for the excluded categories: cybersecurity and offensive or intrusion material; biomedical, clinical and life-science content; jailbreak, prompt-injection, model-bypass and adversarial-instruction content. No substantive excluded material appeared. The source concerns continual-learning theory, synthetic XOR/Gaussian data, MNIST/FashionMNIST, and small transformer experiments.

The scans also found no secret, credential, API-key, private-key, access-token, password, or local user-path material in text source or notebook code cells. One notebook stores standard Colab download JavaScript in an output object. It was treated as executable-payload risk: it was neither run nor copied, and the candidate exposes only inert HTML and plain local files.

No licence, COPYING or NOTICE file appears in the tracked author tree. The licence status is therefore unresolved for redistribution, not a claim of permission. The release package includes no author material; it links and pins external sources instead.