“Trust, but verify” assumes there is something reliable to verify against. For AI-generated work, that usually means a research paper, a published article, an internal document, or [...]
AI is supposed to save time. The part we rarely measure is how much of that time gets spent making sure the answer deserves to be trusted. [...]
In July 2026, an autonomous AI agent breached Hugging Face's production infrastructure, and the company could not determine which model was driving it. Nine days after OpenAI [...]
The model stopped being the differentiator, but what replaces it is less stable than most of the current commentary suggests. Frontier capability is replicable within months, not [...]
The cost reckoning arrived before anyone said "ban." Token prices dropped 98% since GPT-4, yet the average enterprise AI budget has tripled. Uber burned through its entire [...]
Most conversations about AI deployment focus on capability: what can the model do, how fast can it work, how much can it automate. The harder question, the [...]