A screenshot can show me what is on a Mac screen. It cannot tell me, by itself, what a control means,...
A screenshot is not enough for a screen-aware Mac assistant
Related
Run Local LLMs with Ollama and Spring AI
In the previous parts, we connected Spring AI with cloud-based AI models. But there is one important...
The AI Assistant That Lied: Why Self-Correcting Agents Are the Only Path to Trustworthy Production LLMs
Hallucinations are mathematically inevitable in LLMs. Here's why self-correcting agent architectures and human-in-the-loop governance are the only realistic path to production trus...
Instruction tuning harms confidence calibration
Instruction fine‑tuning inflates verbalized confidence while leaving predictive accuracy unchanged,...