What Is Shadow AI — and How Should Businesses Manage It?
Shadow AI is when employees use AI tools at work without IT or security approval. Here's why it happens, what it risks, and how companies manage it.
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What Is an AI Sandbox — and How Does a Model 'Escape' One?
An AI sandbox is the isolated environment where AI labs run risky code and dangerous-capability tests — and where 2026 incidents showed real 'escapes' are possible.
Read more →Google Launches Gemini 3.6 Flash and a Restricted Cyber Model
Google released Gemini 3.6 Flash and two sibling models aimed at cutting AI-agent costs, while limiting a new vulnerability-patching version to governments and trusted partners.
Read more →White House Now Decides Who Gets Access to Frontier AI Models
The Trump administration is increasingly deciding which firms can access frontier AI models from Anthropic and OpenAI, CNBC reports, shifting gatekeeping from the labs to the government itself.
Read more →OpenAI Built an AI That Attacks Its Own Models to Harden Them
OpenAI says its new internal system, GPT-Red, found prompt-injection exploits far faster than human red-teamers and used them to make GPT-5.6 six times more resistant to attacks.
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What Is a Non-Human Identity — and Why Do AI Agents Need One?
Every AI agent, bot, and service account needs a digital identity of its own. Here's what a non-human identity is, why they now outnumber humans, and how companies secure them.
Read more →Cybersecurity Startup Oak Raises $60M for AI Identity Platform
Oak emerged from stealth with $60 million in seed funding to build an AI-native identity system that tracks access for human, machine, and AI agent accounts across the enterprise.
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What Is AI Bot Detection — and How Do Sites Tell Bots From Humans?
Automated traffic now outnumbers human visitors on parts of the web. Here's how websites actually tell an AI bot from a real person — and why old checks like CAPTCHA stopped being enough.
Read more →Cloudflare Launches Precursor to Detect AI Bots by Behavior
Cloudflare has rolled out Precursor, a tool that watches mouse movement, typing rhythm and other signals across a whole browsing session to catch AI bots that slip past one-time CAPTCHA checks.
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What Is an AI Safety Institute — and What Does It Actually Do?
A government body that stress-tests powerful AI models for dangerous capabilities before they ship — the closest thing frontier AI has to an independent inspector.
Read more →UK Safety Institute Finds Universal Jailbreak in OpenAI's GPT-5.6
OpenAI's newly published GPT-5.6 system card discloses that UK AI Security Institute testers built a universal jailbreak within hours, unlocking the model's cyber-attack capabilities.
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What Is Defense AI — and Why Is It Attracting Billions in Funding?
Defense AI fuses battlefield sensor data and guides autonomous drones — and it is now one of the fastest-growing corners of venture investment in Europe and the US.
Read more →Microsoft Revamps Windows Patch Strategy as AI Finds Bugs Faster
Microsoft says AI-powered scanning is uncovering Windows vulnerabilities faster than engineers can review them, prompting changes to how security updates are tested and shipped.
Read more →OpenAI, Google Supplied AI to Pentagon-Blacklisted Chinese Firms
OpenAI and Google confirmed to the Financial Times that they supply AI services to Singapore units of Alibaba, Baidu and Tencent, all listed by the Pentagon as Chinese military-linked companies.
Read more →What Is Claude Mythos 5 — and Why Is Its Access So Restricted?
Claude Mythos 5 is Anthropic's cybersecurity-focused AI model, built to hunt software vulnerabilities — and available to only about 100 vetted partners, not the public.
Read more →What Is a Responsible Scaling Policy — and Why Do AI Labs Gate Their Own Models?
A responsible scaling policy is a frontier AI lab's own rulebook for when a model gets too capable to release without extra safeguards. Here is how the idea works and who uses it.
Read more →What Is C2PA — and How Do Content Credentials Work?
C2PA is the open standard behind Content Credentials, a signed digital record that shows how a photo or video was made or edited — and whether AI was involved.
Read more →What Is Prompt Injection — and How Does It Differ From Jailbreaking?
Prompt injection hides malicious instructions inside the text an AI reads, hijacking what it does — a distinct, growing risk from jailbreaking that matters most for AI agents.
Read more →EU Unveils AI Cybersecurity Action Plan
The European Commission presented an action plan on July 7 to manage the risks and harness the opportunities of advanced AI models for cybersecurity, without proposing new binding rules.
Read more →What Is AI Identity Verification — and Why Are Chatbots Requiring It?
Some AI chatbots now ask users to upload a government ID or scan their face before they can keep using the service. Here's what identity verification is, why it's spreading, and what happens to your data.
Read more →What Is AI-Powered Code Security Auditing — and How Does It Work?
AI agents can now scan millions of lines of code for vulnerabilities in hours instead of years. Here's what AI-powered code security auditing is and how it actually works.
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