RC RANDOM CHAOS
RC RANDOM CHAOS

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Grok 4.7 collapses recon into a scripted session Article

Grok 4.7 collapses recon into a scripted session

Grok 4.7's real-time retrieval and agentic tool-use compress red team reconnaissance and phishing, degrading content-based detection while behavior-based rules hold.

A privacy toggle is a sign, not a lock
Article ai privacy

A privacy toggle is a sign, not a lock

A security analysis of Grok 4.7's privacy versus other AI assistants, judged by enforcement point rather than feature count.

Cloudflare ships Python Workers to general availability
Article python workers

Cloudflare ships Python Workers to general availability

How to wire Cloudflare Python Workers into automation pipelines as validated, Queue-connected stages for reliable, scalable AI systems.

His accountant found the $14,000 error three weeks late
Article AI safety

His accountant found the $14,000 error three weeks late

AI chatbots get most specific financial questions wrong. Here is how they fail and the human checks that catch it before money moves.

MCP is an attack surface, not a feature
Article MCP security

MCP is an attack surface, not a feature

MCP puts data and control in one channel and runs the model's tool calls with the user's full authority. Why the design fails, from the attacker's view.

Rewriting weights live on 8GB of VRAM
Article continual learning

Rewriting weights live on 8GB of VRAM

Continual learning on 8GB VRAM makes the update step cheap, not safe. The real work is governing a self-updating model with gates, versioning, and rollback.

ZuckOff detects the camera outside your access model
Article camera detection

ZuckOff detects the camera outside your access model

Software controls govern only devices you administer; a concealed camera operates off every monitored plane, so only physical detection maps to it.

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