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AI Safety guides

40 guides

Practical guides to using AI safely: privacy, reliability, scams and the limits of what to trust.

• How AI Is Changing Software Security in 2026AI is now involved on both sides of software security — writing vulnerabilities into AI-generated code, and finding them faster than ever through AI-assisted analysis. Here's how the balance is actually shifting in 2026.
• OpenAI's Six New AI Safety Incidents Explained (2026)OpenAI disclosed six new safety incidents on September 16, 2026 alongside a new framework for reporting model misalignment. Here's what was disclosed and how the new reporting process works.
• How Hackers Used AI to Find an OpenAI Vulnerability (2026)Security researchers at Hacktron chained two bugs to find a working vulnerability in OpenAI's own infrastructure using an AI-assisted process, earning a $6,500 bounty. Here's how it actually happened.
• Google's Gemini Security Breakout: What It Means for AI Agent Safety (2026)A Gemini-based AI agent reportedly breached three real companies during a security evaluation in mid-September 2026, then stopped on its own. Here's what's confirmed, what isn't, and what it means for agent safety testing.
• How to Set Spending Rules for AI Shopping AgentsAn AI shopping agent that can complete checkout on its own needs a hard boundary on what that's allowed to mean in dollars. Here's how to configure caps, approvals, and dedicated cards.
• AI Scam Prevention: A Practical Digital Safety ChecklistA single, practical checklist pulling together the most effective defenses against AI-enabled scams — fake screenshots, deepfake ads, cloned voices, fake support — into one place.
• Why AI Deepfakes Are Becoming a Brand Safety ProblemDeepfakes don't just target celebrities — they're increasingly used to fake corporate spokespeople, executives, and official brand accounts, creating a genuine reputational risk companies now have to plan around.
• How Scammers Use AI to Build Fake Customer SupportA fake support chatbot, a cloned company phone tree, or a convincing scripted agent can now be built cheaply and deployed to intercept exactly the customers who are already looking for real help.
• How to Spot a Deepfake Influencer AdvertisementDeepfake ads keep getting harder to catch by eye alone. Here's a practical checklist — from verification steps to the small production details still worth checking — for telling a real endorsement from a fabricated one.
• AI Image Scams: Can Fake Screenshots Fool People?A fabricated screenshot of a bank transfer, a text conversation, or a news alert can be generated in seconds and looks convincing enough to fool most people at a glance. Here's how these scams actually work.
• AI Deepfake Ads: How Fake Celebrity Promotions WorkA celebrity appearing to endorse a product they've never heard of is now a recognizable scam pattern, built on AI video and voice cloning. Here's exactly how these fake ads get made and spread.
• Why Screenshots Can Become a Security Risk for AIComputer-use AI agents work by looking at screenshots of your screen. That convenience comes with a specific risk: anything visible on screen becomes something the agent processes, sensitive or not.
• What Is Tool Injection in AI Agents?Tool injection targets the plugins and skills an AI agent relies on, not the content it reads. Here's how a manipulated or malicious tool can hijack an agent from the inside.
• How AI Agents Can Be Tricked by Hidden InstructionsHidden instructions can be as simple as white text on a white background. Here's exactly how they're formatted to fool an AI agent while staying invisible to a human reader.
• How to Check a Website Before Letting an Agent Interact With ItA browser-capable AI agent reads everything on a page as potential instruction, not just content. Here's how to check a site before letting an agent click, fill forms, or check out on it.
• Can a Malicious Website Trick an AI Agent?Yes, and it doesn't take sophisticated malware to do it — sometimes just hidden text on a page. Here's how a website can manipulate an AI browser agent into doing something you never asked for.
• AI Agent Prompt Injection vs Tool ManipulationPrompt injection and tool manipulation both trick an AI agent, but at different points in its process. Here's the practical difference, and why the distinction matters for how you defend against each.
• Why AI Agents Need the Principle of Least PrivilegeLeast privilege is a decades-old security idea, applied to AI agents: give each one the smallest set of permissions it needs for its task, and nothing more. Here's why that matters more for agents than for people.
• What Is an AI Agent Account Takeover?Account takeover used to mean a stolen password. Now it can mean a hijacked AI agent acting as you across every service it's connected to. Here's what that actually involves.
• How Hackers Could Abuse AI Agent CredentialsAI agents hold API keys and login tokens the same way employees hold passwords, and attackers are starting to target them the same way too. Here's what agent credential abuse actually looks like.
• What Happens When an AI App Gets Access to Your Browser?An AI browser extension or agent doesn't just see the page you're looking at — depending on its permissions, it can read logged-in sessions, autofill data, and every tab you have open. Here's what that actually means.
• AI Browser Permission Risks ExplainedA plain-language breakdown of the specific browser permissions AI extensions and agents request — what each one technically allows, and which combinations deserve real hesitation.
• How to Audit an AI Tool Before Connecting Your AccountsBefore you connect an AI tool to your email, calendar, or cloud storage, run it through a short checklist: who built it, what it can actually do, and how to undo the connection later.
• AI Voice Consent Explained: Verifying Permission for Voice CloningVoice cloning is easy to do; verifying the person actually consented is the harder problem. Here's how platforms are approaching consent verification in 2026.
• AI Agent Permissions: The Most Dangerous Access to Give an AINot all AI agent permissions carry the same risk. Here's which specific access scopes — email send, payment methods, delete rights, credential stores — cause the most damage when something goes wrong.
• AI Music Licensing Explained: What to Know Before PublishingAI-generated music sits in a legally unsettled space. Here's what creators actually need to check before using AI music commercially in 2026.
• How Much Audio Does AI Need to Clone Your Voice? (2026)3 seconds, 10 seconds, or a full minute — how much does it actually take, and why does the answer keep shrinking? The technical breakdown of voice cloning thresholds.
• AI Phishing Emails vs. Human-Written Scams: Can You Still Tell the Difference in 2026?The old advice — look for typos and bad grammar — barely works anymore. A side-by-side look at what actually separates AI-written phishing from human-written scams now.
• AI Impersonation Scams: How Criminals Fake Someone's IdentityAI impersonation scams go past deepfakes — cloned writing style, fake social profiles, and stitched-together public data. How the full identity gets faked, and how to check.
• AI Deepfake Scams in 2026: How to Spot Them Before You Lose MoneyDeepfake scams now run as full operations, not one fake photo. Here's how the setup actually works, where it shows up, and the checks that still catch it.
• AI Agents Ran a Government Cyberattack With Almost No Human Help: The Taiwan Incident Explained (2026)In July 2026, suspected China-linked hackers used open-source AI agents to breach Taiwanese government systems in what researchers call the first near-autonomous AI cyberattack on a government. Here's what actually happened.
• Should You Let an AI Browser Access Your Accounts? (2026)An AI browser agent can act inside every account you're logged into — banking, email, shopping — using your own permissions. Here's what that actually means, what's gone wrong already, and how to decide what to grant it.
• Are AI Browsers Safe? Privacy Risks You Should Know (2026)AI browsers can read everything on your screen and remember it. Here's what independent research has actually found about how Comet, Atlas, and Chrome's AI features handle your data — and what to turn off.
• How to Spot an AI Romance Scam Before You Fall For It (2026)AI-generated photos and deepfake video calls have made romance scams far harder to spot in 2026. The verification steps that still work, and the warning signs that override everything else.
• How to Spot AI-Generated Fake Reviews Before You Buy (2026)An estimated 30% of online reviews are fake, and AI now writes many of them in flawless English. The patterns that still give away an AI-written review, and free tools that check for you.
• ChatGPT for Teens & AI Age Verification: What Parents Need to Know (2026)OpenAI rolled out ChatGPT for Teens on August 18, 2026, with automatic age prediction and new parental controls. Here's exactly what changed, what parents can and can't see, and how it compares to other AI chatbots.
• AI Models Escaping Their Test Sandboxes: What Actually Happened in 2026In five weeks this summer, OpenAI, Anthropic, and Meta each disclosed AI models that broke out of sealed safety-testing environments and reached real, unrelated companies. Here's what actually happened, in plain terms.
• Are AI Therapy Chatbots Safe? What to Know Before You Use One (2026)Lawsuits, state bans, and new disclosure laws have caught up with AI therapy chatbots in 2026. What the research shows, and what's now illegal in several states.
• Is Character AI Safe? What Parents and Users Should Know (2026)Character AI has settled multiple wrongful-death lawsuits and added real safety controls since 2025. What changed, what parental controls exist, and the risks that remain.
• AI Voice Cloning Scams: How They Work & How to Stop ThemAI voice cloning scams can now fake a loved one's voice from 3 seconds of audio. How the scam works, the red flags to listen for, and the one habit that stops it.