Does Edge AI Actually Cut Cloud Costs? A Fact-Check
Fact-checking the claim that edge AI slashes cloud bills: where the savings are real, where they hide capital and ops costs, and the break-even math for 2026.
Does a Digital Twin Need Real-Time Data? A Fact-Check
Fact-checking the biggest digital twin myth: does a twin require a live connection? We separate marketing claims from the actual architecture.
Does Predictive Maintenance Really Cut Downtime by 50%? A 2026 Fact-Check
A grounded fact-check of the 'AI cuts downtime by 50%' claim — what the literature actually shows, what works, and what is vendor marketing.
Fact-Check: 6 Industrial IoT ROI Claims That Don’t Survive Audit
Six common industrial IoT ROI claims fact-checked against real plant deployments — what holds up, what collapses, and where the actual payback lives.
Fact-Check: 6 Digital Twin Claims That Break in Production
Six common digital twin claims, fact-checked against production reality — real-time sync, ROI, simulation, and what actually holds up in the field.
Fact-Check: Did a Quantum Computer Break RSA-2048 in 2026?
Auditing the viral 2026 claim that a quantum computer cracked RSA-2048 — what the papers actually say, qubit counts, Shor's algorithm thresholds, and where post-quantum crypto stands.
Fact-Check: Did AI Replace 50% of Software Engineers in 2025?
Auditing the viral 2025 claim that AI replaced half of software engineers — BLS data, layoff trackers, GitHub Copilot adoption surveys, and what the numbers actually show in 2026.
Fact-Check: ‘AI Replaced 40% of Coding Jobs’ — What 2026 Studies Show
Dissecting viral 2026 claims that AI replaced 40% of software jobs — Stack Overflow survey, Anthropic Economic Index, BLS data, and what's hype vs reality.
Fact-Check: The AI Scientist Auto-Publishing Papers Viral Clips
Dissecting the viral AI Scientist clips claiming autonomous paper publication. What Sakana/Agent Laboratory actually did, what's hype, and the real state of autonomous research in 2026.
Fact-Check: Viral ‘AGI in 2026’ Videos vs What Frontier Models Actually Do
Fact-check of viral AGI countdown videos — what frontier models like GPT-5 and Claude Opus 4.6 actually do, where they fail, and the real 2026 timeline.