AI with Toni · Field notes
AI that survives contact with real work.
Practical, evidence-backed guides for using AI with better judgment. Clear enough to apply today, rigorous enough to trust at work.
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The 7 AI Limitations Still Breaking Real Workflows in 2026
The seven AI limitations still breaking real workflows in 2026, plus a practical verification rule for each. Updated with current models and court guidance.
One useful AI idea, every Sunday.
No hype cycle recap. Just a tested framework, workflow, or prompt you can put to work the same week.