We don't just have opinions — we build the tools to prove them.
The DoD just cleared 7 AI companies for classified Level 6 and 7 networks. Anthropic was excluded. Not because they failed the vetting. Because they refused to remove their safety guardrails.
Meta, Google, Microsoft, and Amazon will spend $725 billion on AI infrastructure in 2026. Estimated AI revenue across all four: $143 billion. The math doesn't work yet, and only one company is close.
A new paper shows that training AI agents to reason harder increases hallucination rates by up to 2.1x. The neural network layer that should restrain bad calls is exactly what gets trained away.
OpenAI's CFO is warning they can't fund compute if growth doesn't accelerate. Oracle dropped 6%, SoftBank dropped 10%. Meanwhile, DeepSeek does the same work for 174x less.
We built an AI Model Cost Calculator and ran 5 real business tasks across 7 models. The price gap is staggering, and it tells a bigger story about where AI is actually heading.
Stop guessing which AI model is cheapest. We built a calculator that compares actual API costs for real business tasks: support tickets, sales calls, code reviews, and more.
Contrarian AI takes, backed by things we actually built.
