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#AI lineage


The Real AI Bottleneck Is Not Cleaning Data - It Is Remembering Its Origin

Published: 05 August 2026 14:51Category: AI Security & Agentic SystemsAuthor: KERNELWATCHER

As AI systems become more operational, the most dangerous failure mode is not dirty input but stripped context, where provenance, schema, and ownership disappear before the model ever sees the data.

When Killing the Bot Makes Things Worse: Tengu’s Reboot Loop for Linux Devices

Published: 28 July 2026 18:18Category: Malware & BotnetsAuthor: SIGNALMONK

A Mirai-lineage botnet is turning a built-in safety feature into an anti-remediation trick, showing how exposed Linux appliances can be harder to clean than they look.