OpenAI Sora Shutdown: 5 Warning Signs You Missed
The OpenAI Sora shutdown wasn't sudden — 5 warning signs were public 5 months out. Here's how to run the same check on the AI tools you pay for now.
Articles by Chip Calloway
Claude Mythos: Thousands of Zero-Days Found, 99% Still Unpatched
Claude Mythos zero-day vulnerabilities span every major OS and browser. Over 99% are still unpatched. Here's what that gap means and exactly what to do now.
Meta Muse Spark vs ChatGPT: What You're Trading When Meta's AI Knows Your Feed
Meta Muse Spark vs ChatGPT: health benchmarks, coding gaps, and the social data trade most coverage ignores. See which AI wins by task in 2026.
Gemma 4 Local vs. API: Breakeven at 10M Tokens/Month Against Premium APIs
Gemma 4 local hardware starts paying off at roughly 10M tokens/month against premium APIs. Here is the full breakeven math by hardware tier and usage level.
AI Voice Scams: What to Do When the Caller Sounds Like Your Child
AI voice cloning scams can duplicate your child's voice in seconds. Here's the 90-second protocol for live scam calls—and the family prep work that stops the threat cold.
The Tariff Price Panic Is Based on Math That No Longer Applies
The widely-cited 31-69% tech price increase projections were modeled under IEEPA tariffs struck down by the Supreme Court. Section 122 replaced them at 10%. Here's the real risk by category.
MCP Reached 97M Downloads — and Hackers Found 9 Security Holes in 6 Months
Model Context Protocol hit 97M monthly downloads and 10,000+ servers in 15 months — but nine documented security exploits in 2025 expose real risks non-developers need to understand before installing MCP servers.
o3 vs Claude 3.7 Sonnet: Two Different Ways to Fail (and How to Pick the Right Risk)
The real comparison between o3 and Claude isn't about benchmarks — it's about which failure mode your workflow can survive. A fault-tolerance guide for developers choosing between reasoning models.
AI Video in 2026: What Your First Clip Actually Costs
AI video generation costs in 2026: Veo 3.1, RunwayML, and Kling 3.0 pricing explained with a real first-project budget and workflow.
Deepfake Scams Cost $1.1B in 2025: 3 Defenses Worth Setting Up Now
Deepfake scams stole $1.1B in 2025 and human detection is nearly impossible. Learn the 3-step verification protocol that actually stops AI voice and video fraud.
AI Agents Are Already Reshaping Work — The Math Explains Why Most Will Fail Anyway
AI agents are being deployed at enterprise scale, cutting jobs and promising transformation. But the math of compounding failure rates, the 6% high-performer gap, and a wave of real security incidents tell a more complicated story. Here's a calibrated look at what's actually happening.
Vibe Coding for Non-Programmers: What You Can Actually Build, What Will Break, and Which Tool to Start With
Vibe coding is real, and non-programmers are building genuine software with it. Here's the honest guide: the real ceiling, the right tools, and what the Reddit community won't tell you upfront.
ChatGPT Plus vs Claude Pro vs Gemini: Best $20 AI Sub in 2026?
Comparing ChatGPT Plus, Claude Pro, and Gemini Advanced at $20/month. Which AI subscription pays off for writing, research, coding, or creative work?
AI Agents in 2026: Which of These 12 Tools Can You Actually Trust With Real Work?
Gartner says 40% of AI agent projects will be canceled by 2027. We ranked 12 tools into Ship It, Supervise It, and Test It tiers so you know which ones actually deliver.
The Irony of AI Writing About AI: How Machine Content Is Reshaping Publishing
AI tools are producing more content than ever — but does that mean better content? We take an honest look at what AI actually does well, where it falls short, and what it means for readers who want real insight.