Dhwani Aggarwal

Imagine this:  Both devices on the same wrist, same night of sleep, same morning. One shows green, one shows red. And neither will tell you how it decided. That's not a hardware problem. It's an algorithm problem. Different weightings, different baseline calculations, different thresholds - all proprietary, all invisible. You're left choosing which black box feels more right today.
The reason we open-sourced the scoring algorithms in Open Wearables wasn't just philosophical. It's because conflicting scores are meaningless without context, and context requires transparency. When you can see exactly how a Resilience Score weights HRV versus sleep duration versus resting heart rate, you can actually reason about the discrepancy.
Has anyone else hit this? Curious whether people trust one device more than others and why.

There's a pattern in AI products right now that worries me: the goal is to make AI the relationship.

AI friends. AI therapists. AI partners. The pitch is always the same humans are complicated, AI is easy. No judgment, available 24/7, infinitely patient.

Product Hunt is home to amazing products across every category.

Today, we wanted to look at AI creative tools from a slightly different angle not just features, but the real-world marketing activity behind them.