Tech Analysis

AI agents transacting on crypto rails is real. The trust model is naive. Here's the threat model and the guardrail checklist nobody's shipping.

Benchmarks are marketing and the latest frontier model is mostly burned money. A model-selection scorecard with the cost-per-task math nobody runs.

Most enterprise AI projects fail for boring, self-inflicted reasons. Here's the pre-flight checklist that separates the 5% that ship from the rest.

Enterprise AI spending vs. ROI data tells a different story than the hype. $202B invested, 95% failure rate, and OpenAI burning $74B. Here's what's real.

Google's Gemini 3 crushed every benchmark, stole Salesforce's CEO from ChatGPT, and sent Sam Altman into crisis mode. The AI throne has a new king.

August 2025: GPT-5 drops, Big Tech burns $320B on AI infrastructure, 95% of enterprise AI fails, and Sam Altman admits we're in a bubble. The month AI hype met reality.

OpenAI's GPT-5 is here with 'PhD-level' intelligence at McDonald's wages. The catch? It's not AGI, but it might just break the internet anyway.

Meta's Llama 3.1 405B matches GPT-4, runs locally, and costs nothing. OpenAI's $42 billion valuation just became a very expensive joke.

NVIDIA's 90% AI chip margins attracted every tech giant with a fab. The H200 shortage created its own competition. Jensen's leather jacket can't save him now.

Everyone's building AI agents that do nothing. VCs are throwing billions at ChatGPT wrappers. Sound familiar? Welcome to crypto 2021, AI edition.