Future AGI
Articles about Future AGI
Observability Watches, Evaluation Judges, Benchmarking Ranks
The three agent scoreboards teams keep conflating: what each measures, who owns it, how often it runs, and the seams where they finally connect.
Frontier Safety Frameworks Govern the Model. Your Application Is on Its Own
Anthropic's RSP, OpenAI's Preparedness, and DeepMind's FSF share one shape: threshold, evaluation, pre-committed response. They govern what the labs ship to you, not what you ship from there.
AI Anomaly Detection: The Methods, and Where They Quietly Fail
Most explainers list five algorithms and stop. The harder half is where each one stops working against real production data, because a detector nobody validated is often worse than no detector at all.