AI Disclaimer

1. What this is

Frostline uses machine-learning models to generate brewing recipes and short brew-reel videos from a bean-bag photo, a method choice, and a free-text prompt. This page explains what those outputs are — and what they are not.

2. Frostline outputs are starting points, not professional advice

Recipes, recipe-card images, and reels are baselines based on public specialty-coffee best practice. They are not:

• a barista certification, an SCA assessment, or a roaster's spec sheet;
• nutrition, dietary, or medical advice;
• a guarantee of taste, extraction yield, or competition score;
• a substitute for a trained barista or for hands-on dial-in.

Bean freshness, roast date, water chemistry, grinder calibration, altitude, ambient temperature, and your specific equipment all change the cup. Treat the output as a place to start. The dial-in is yours.

3. AI limitations

Machine-learning models can be wrong. They can:

• misread a bean-bag label, origin, or roast date;
• recommend a temperature or ratio that does not suit your equipment;
• misalign predicted flavor notes with what your beans actually produce;
• generate a reel whose visual demonstration does not exactly match a real-world pour.

We make commercially reasonable efforts to validate outputs, but we cannot guarantee accuracy or fitness for any specific purpose. Use the Service with judgement.

4. Caffeine health advisories

Coffee contains caffeine. Caffeine affects different people in different ways and at different doses. The following groups should consult a healthcare professional before changing their caffeine intake:

• people who are pregnant, trying to conceive, or breastfeeding;
• people with cardiac conditions, hypertension, or arrhythmia;
• people with anxiety, panic disorders, insomnia, or sensitivity to stimulants;
• people taking medication that interacts with caffeine;
• people with chronic gastrointestinal conditions;
• people under eighteen.

Frostline is not a substitute for your doctor. If a healthcare professional has told you to limit caffeine, follow that guidance regardless of any output we provide.

5. Not for high-risk decisions

Do not rely on Frostline outputs for any of the following:

• medical diagnosis, treatment, or dosage decisions;
• legal, financial, tax, or compliance decisions;
• employment, housing, lending, immigration, or insurance decisions;
• safety-critical equipment operation;
• decisions about caffeine intake during pregnancy or chronic illness.

Frostline content is for informational and creative use only.

6. Bean origin, geography, and brand integrity

Frostline outputs may reference origin names, varietals, processing methods, and brand or roaster names that appear on a bean-bag label. Such references are factual descriptions only. Frostline does not certify that any bean or output meets any geographic indication ("Geisha", "Blue Mountain", "Kona", "Yirgacheffe", and similar protected origins), specialty-coffee competition, third-party rating, or trade-mark holder's standard. Geographic indications are governed by the laws of the protecting jurisdiction; Frostline outputs are not certifications.

You may not use Frostline outputs to falsely claim origin, certification, or affiliation with any roaster or coffee farm.

7. No promotion of illicit substances

Frostline does not generate "energy" or "focus" content that mixes coffee or caffeine with controlled substances, narcotics, prescription stimulants, or other illegal or restricted compounds. Outputs that violate this rule will be refused and may result in account suspension.

8. Bias

Models trained on public coffee literature can reproduce biases present in that literature, including over-representation of well-known origins or under-representation of cooperative-grown lots, women-led farms, and emerging origins. We work to mitigate these biases but cannot eliminate them. Tell us at support@debtidepot.com if an output's framing concerns you.

9. Verification

Verify any factual claim in a recipe — temperature, ratio, contact time, altitude, varietal — against the bean's actual label and your own measurements before relying on it for competition, sale, or service.

10. No warranty

Frostline outputs are provided "as is" and "as available" without warranty of any kind, express or implied. See the Terms of Service for the full disclaimers and the limitation of liability.

11. Reporting concerns

If you receive an output that is unsafe, factually incorrect, or violates this disclaimer, write to support@debtidepot.com with the output ID, what happened, and what you expected. We review and respond.