HeyJaredMateusz Mucha
- Indexed articles, last 90 days
- 2
- Latest publication
- Oct 1, 2026
- Outlet visibility, for Forbes
- Top 5K sites
- Earliest in this view
- Aug 10, 2026
Latest articles
The Best AI Products Know When To Call A Calculator (opens the original)
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Mateusz Mucha is CEO of Omni Calculator, a platform helping 15M+ monthly users make better decisions through expert-reviewed calculators. A large language model (LLM) doesn’t calculate. It predicts text one token at a time, so any number it returns is a guess. And good products know when to hand the math to a tool that computes it instead. At my company, before we build anything where the model produces a value the user acts on, I ask one question: Does the output have to be reproducible? If ru
Your Biggest AI Opportunity Isn't Automation (opens the original)
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Mateusz Mucha is CEO of Omni Calculator, a platform helping 15M+ monthly users make better decisions through expert-reviewed calculators. The automation question is the intuitive one: find a manual task and see whether AI can do it faster or cheaper. It's not a bad place to start, but it stops at optimizing what you already do, and I think there's a more valuable question to ask. AI reduces cost and time, which can produce two outcomes: an existing activity becomes cheaper, or an activity that
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Top 5K sites
For Forbes, the outlet · Measured Aug 1, 2026
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