Bob Carilli's profile on Product Hunt

About

I’m an entrepreneur and business strategist with over 30 years of experience leading growth and innovation across technology, retail, and consumer brands. I've worked with organizations including AT&T, John Hancock, IBM, the World Wrestling Federation, and Kelley Blue Book, helping navigate digital transformation and online marketing. As CTO and Partner at Behavioral Essentials, I brought behavioral science and artificial intelligence into the business world, supporting leaders and teams in aligning performance with purpose before exiting following acquisition.

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Maker History

Subtext // Text Roast & TranslatorWhat did they actually mean? Zero generic LLM fluff.
Oct 2026

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Joined Product HuntOctober 2nd, 2026

Forums

p/subtext-2

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2d ago

Are you saving my private messages?

No. Processing is transient in memory. Subtext does not store messages in any database, requires no user accounts, and does not train models on submissions.

p/subtext-2

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2d ago

How is this different from asking ChatGPT to roast a text?

Standard LLMs predict next-word tokens and tend to waffle or flatter. Subtext uses TypeSafe's Jev System One decision primitives evaluating text into continuous Bayesian scalars (noul), discrete categorical distributions (choice), and calibrated score ranges (score). It gives you mathematically reproducible snap judgments rather than chatbot fluff.

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3h ago

Subtext // Text Roast & Translator - What did they actually mean? Zero generic LLM fluff.

Subtext // Text Roast & Translator cuts through digital ambiguity. Paste an evasive dating opener, corporate memo, or cryptic text to get an unvarnished translation, razor-sharp roast, and viral thermal receipt with calibrated dials powered by TypeSafe Jev System One Model.