Five articles, one argument: AI agents don't need smarter models, they need a trust layer — identity, mandates, provenance, liability. Here's where it must go.
An exchange API key with withdrawals disabled answers the smallest custody question. Here are the two it hides, and how to check any bot in five minutes.
We shipped a Word2Vec+LSTM over a more accurate BERT, then load testing showed the model was 0.3% of the wall-clock time. The queue was five human reviewers.
Laboratory testing and production verification establish a product's initial quality baseline, but the complexity of the real world cannot be fully represented.