In one of the levels the model generated, the final boss is weak to an item the player never has a chance to pick up. Every field reads as plausible and nothing is malformed, but the weakness points at something the player cannot be holding by the time they reach
QA is being cut on the theory that AI can test now. The theory is mostly right. But the role bundles two jobs under one title, and the cut can't tell them apart. One of them AI just finished. The other just got more valuable. The first job
A preview model is a deal. You get something good early, you accept the rough edges like throttling, inconsistency, and surprise behavior, and you accept the clock. The deal is worth taking when the preview model is the best thing available for what you are doing. It is not worth
A prompt firewall is cheap to run in front of a language model because the language model is slow. A sanitization call that adds 80 ms disappears into the second or two a model takes to respond. You can afford to screen every prompt because something slower is always paying
LLMs are good at producing structured output from messy input. That property is core to agentic systems and to tasks like structured data extraction. Both are work I do day to day, at my job and on side projects. A good prompt goes a long way, but how much does