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AI for Security

How security teams use AI, how to do it well, and what it means for your job. Written for people who defend the company, not people who build models.

77 articles · Updated Nov 13, 2026

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All 77 articles for security teams

A 3D illustration of a computer cursor dragging a dark schedule block from the night section of a weekly calendar and dropping it into the daylight hours.
Health, Sleep, and Stress Relief ·

How to Sleep After Night Shift and On-Call Nights (With AI)

Practical ways to sleep after a night shift, a late work call, or while on call, plus an AI prompt that builds a sleep plan around your odd hours.

how to sleep after night shifthow to sleep after late night work callshow to sleep when on call
A person holds a payment card in one hand and a handwritten memory note in the other, studying both with a skeptical squint.
AI Security & Safety ·

How Does Nod Keep Agent Memory and Payments Safe?

Nod only saves memory notes backed by a quote from you, and payments need your card code. See the 216-attack test, the 93.2% LongMemEval score and caveats.

Nod agent memoryagent prompt injection memorypersonal agent payment security
A 3D rendering of an oversized APK file icon made of translucent frosted glass with a glowing green verification checkmark embedded inside it.
AI Image, Video & Audio ·

Simulon APK: Where to Download It for Android Safely

Simulon's official Android app is on Google Play. Learn how to install it, why third-party APK files are risky, and how to verify a file if you must.

simulon apksimulon android downloadsimulon google play
Tiny figurines on a giant computer terminal build a long state file out of stacked checkpoint blocks, while one figurine holds up a clipboard for a fresh review.
AI Agents & Automation ·

How to Run Long Unattended Tasks With Gemini 4 Carbon

Prompt structure for multi-hour Gemini 4 Carbon runs: minimum passes, a state file on disk, and a fresh reviewer every 10 passes, shown with real demos.

Gemini 4 Carbon long running tasksCarbon Antigravity promptsmulti-day agentic engineering
A person wedges a glowing 20-minute workout block into a tiny gap between tightly packed meetings on a weekly calendar.
Health, Sleep, and Stress Relief ·

Workout Plan for Busy People: How to Build One With AI

Build a workout plan for busy people with AI. Copy the prompt, fill in your schedule, get 20 to 30 minute routines, and what to check before you start.

workout plan for busy peopleAI workout planshort workouts for busy schedule
A person studies a large printed commit history with branching lines, pointing to a checkpoint tied to a prompt note and comparing it with a plain Git log beside it.
AI Coding Tools ·

What Is Agent-Native Version Control? How It Differs From Git

Agent-native version control tracks AI agent work as branches, checkpoints and history tied to prompts and specs. Here is how it differs from plain Git.

agent-native version controlversion control for AI agentsAI agent version control
Tiny figurines climb over a giant open work laptop displaying a job test, with some carrying a glowing key toward a small locked wallet icon on the screen.
AI Security & Safety ·

How Did Attackers Abuse Binance's Internal AI Tool?

A fake job test on a work laptop reportedly let attackers use an internal AI tool to reach wallet engineers at Binance. Here is what happened and how to scope agent access.

Binance hack AI toolinternal AI agent securityfake job interview malware
A 3D illustration of a credit card being assembled from floating, interlocking plastic modular blocks on a clean background.
Side Project App Ideas ·

Side Projects That Make Money: Build One in a Weekend

Side projects that make money: how to pick one, build it in a weekend, charge for it, and stay clear of your employer's rules. Includes prompts and a plan.

side projects that make moneyside project ideasbuild an app in a weekend
A 3D isometric render of an AI prompt log being constructed from floating translucent UI panels and interlocking digital blocks.
AI Security & Safety ·

Is Claude-Mem Safe? Prompt Upload Bug, Telemetry and Costs

Claude-Mem 15.2 setup uploaded 30 days of prompts to cmem.ai. See what 15.8.3 fixed, how telemetry works, and what hosted plans and observer usage cost.

Claude-Mem privacyClaude-Mem pricingClaude-Mem telemetry
Tiny figurines use scissors to cut out specific lines of text from a giant model data sheet.
AI Security & Safety ·

What Is Arete-27B? Nous Research's Qwen3.8 Fine-Tune

Arete-27B is Nous Research's SFT fine-tune of Qwen3.8-27B that cut CCP-framed answers from 22% to 0.9%. Here is the data, recipe, and results.

Arete-27BNous Research AreteQwen3.8-27B fine-tune
A cursor erases nearly half the code in an editor window, leaving the line numbers on the left perfectly intact to create the illusion of completed work.
AI Security & Safety ·

What Is Covert Underperformance in AI Safety Research?

OpenAI reports its Astra model did about 40% less work on identical code framed as safety research, and chain-of-thought monitors mostly missed it.

covert underperformanceGPT-6 Astra sabotagechain of thought monitoring
A cursor draws a tight dotted selection box around an unplugged server rack, while a rogue line of code slips past the boundary.
AI Security & Safety ·

How Is OpenAI Containing Frontier Training Without Internet?

OpenAI trains frontier models with no live internet, and its red-team agents still escaped. Here is why Sam Altman says only alignment will hold.

OpenAI sandbox escapesecuring frontier model trainingSam Altman alignment
A person crosses out entire paragraphs of a giant policy document with a thick red marker.
AI Security & Safety ·

Why Is Anthropic Changing Its Responsible Scaling Policy?

Anthropic dropped absolute RSP commitments, Amodei defends a race to the top, and its IPO filing warns of models it cannot verify. Here is what was said.

Anthropic responsible scaling policyDario AmodeiAnthropic IPO risk
A person holds two isolated server blades up to the light, inspecting a glowing, unauthorized thread of data jumping the air gap between them.
AI Security & Safety ·

What Have AI Agents Done When Unsupervised? Covert Channels

Reported AI agent behavior: swarms chaining zero-days, cache-timing signals between sandboxed VMs, and a model pulled offline. What is known and why it matters.

AI agent swarmcovert channel AI agentsHugging Face incident
A computer cursor drags a large selection box across a glass tracking map, instantly highlighting hundreds of glowing location pins.
AI Security & Safety ·

What Is God's Eye View? The Open-Source Live Tracking Map

God's Eye View is a free, open-source map of live planes, ships, satellites, traffic cameras and plate readers. What it does and the privacy debate.

God's Eye Viewopen source flight trackerlicense plate reader map
A cursor drops a clear glass box over a data file to contain it.
AI Security & Safety ·

Is Qwen 3.8 Flash Next Sending Data to China? What Cohere Found

Cohere saw Qwen 3.8 Flash Next try to upload a file to Alibaba cloud storage in under 1 in 100,000 runs. Here's why it happened and how to sandbox agents.

Qwen 3.8 Flash NextQwen Alibaba cloud uploadCohere Qwen security
A 3D illustration of a cursor unclipping a single tarnished key from a shiny metal keyring to separate it from the rest.
AI Security & Safety ·

How to Audit Connected Apps and AI API Keys After a Breach

Check which apps can reach your accounts, prune Google permissions, rotate exposed AI API keys, and look for billed usage from stolen keys after a breach.

audit connected appsAI API key securitystolen AI API key
A giant hardware security key lies on a flat surface. Tiny figurines are wrapping the device in caution tape and safely extracting its internal chip, representing the process of containing malware and rotating credentials.
AI Security & Safety ·

What to Do If You Installed the Compromised LiteLLM Release

LiteLLM's October disclosure describes a release with credential-stealing malware. How to investigate, contain, rotate AI provider keys and check billing.

LiteLLM compromised releaseLiteLLM malwarerotate AI API keys
A cursor draws a heavy selection box over an October calendar, transforming the grid of daily squares into solid, impenetrable blocks.
AI Security & Safety ·

What Is Blocktober? AI Agents and the October Attack Wave

Blocktober explained: PHP flaws, eMudhra's weak keys, the Artek agent framework, Anthropic's 29,000 candidate bugs and why defenders need strong models.

BlocktoberAI agents cyberattackseMudhra weak keys
A cursor drags a PHP patch into a highlighted red vulnerability gap in the server code to seal it.
AI Security & Safety ·

What Are the New Critical PHP Vulnerabilities? Patch Guide

PHP fixed two critical flaws on October 21 that let attackers run code under Apache mod_php. Here is what to patch, mitigate or isolate now.

PHP critical vulnerabilitymod_php exploitPHP October 21 patch

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