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.
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.
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.
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 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.
Fact-check of viral quantum internet videos — what entanglement actually enables, repeater architectures, QKD vs true quantum networks, and real progress.
A technical fact-check of viral AI hallucination explanations — what actually causes LLM errors, calibration, epistemic vs aleatoric uncertainty, and how to measure it.