HI,

I m building a online tool for US MBA applicants currently in Beta stage, opening it to a small group so I can shape it properly before a wider launch.

I didn t build investpilot.ai to beat the market or push signals. I built it because most people don t lose money due to lack of access they lose money due to lack of structure and understanding.

it is about helping you think clearly about investing:
how risk actually works
how time horizon changes decisions
how portfolios behave in bad decades, not just good ones

No hype. No promises. No buy this now alerts.

I use it myself to stress-test ideas, understand downside scenarios, and avoid emotional decisions. Especially when markets are volatile or headlines are loud.

We all know blunt-force blocking has limits. The next evolution in digital safety? Using monitoring insights as a conversation catalyst.

Instead of a silent block, imagine a tool that helps you ask: "I noticed a lot of time on that app what's fun about it?" or "Let's review your privacy settings together." It shifts the dynamic from policing to coaching digital literacy.

We're designing features at Number Tracker to empower these guided conversations, helping parents mentor rather than just control.

How do you see it?

In a world where over 7,000 languages are spoken, communication should never be a barrier to ideas, innovation, or opportunity. SambhashApp is built on a simple vision: an AI that understands and speaks the language of every human on Earth.

Breaking Language Barriers with AI

SambhashApp is a next-generation conversational AI platform designed to support users across the globe in their native language. Whether you speak Hindi, Tamil, Telugu, Bengali, Marathi, Arabic, Spanish, French, German, Japanese, Korean, Swahili, or any other language, SambhashApp aims to deliver natural, accurate, and culturally aware conversations.

Hey
I ve built a small Android app called Daily Reflex that focuses on short reflex, memory, and reaction challenges (2 5 min sessions).

I m looking for honest feedback on:

• UX / clarity

• Difficulty

• Overall feel (boring vs engaging)

Google Play link:
https://play.google.com/store/ap...

While diving deep into AI system architecture, I came across an insightful video that sparked a fascinating idea, what if we could visualize AI components like a periodic table?
This led me to design an interactive HTML version of an AI Periodic Table that helps decompose and understand the core elements powering today's most popular AI products and services!
The AI Periodic Table breaks down modern AI systems into organized categories:
Primitives: Prompts, Embeddings, LLMs
Compositions: Function Calling, Vector Search, RAG, Guardrails, Multimodal
Deployment: Agents, Fine-tuning, Frameworks, Red-teaming, Small Models
Emerging: Multi-agent systems, Synthetic data, Interpretability, AI Thinking
This interactive guide allows you to explore how different AI elements combine to create the intelligent products we use daily. Click on any element to learn its purpose or explore specific AI products to see which components power them.
Check it out here:

Interactive AI Periodic Table
I'd love to hear your thoughts! How do you approach understanding complex AI systems? What other elements would you add to this framework? Let's discuss in the comments!

Hi Product Hunt!

I m Michael, a dev from Israel and a father of two. Last month, I stood in a gear shop feeling completely lost. My "aerodynamics" (aka my weight) had changed since the pandemic, and my old specs no longer applied.

I realized that even with Google and YouTube, matching boot size to waist width and weight to flex for 50+ boards in 30 seconds is a nightmare. So, I decided to "debug" the process and built:

https://snowboard-selector.goodm...

Hi everyone
Do you want to learn English on your own but lack motivation (or have it but struggle to stay consistent)?
Do you feel unsure about what to study each day or how much progress you ve actually made?

I ve been there too.

After a long period of trial and error starting from almost zero and eventually being able to communicate confidently with foreigners I realized that whether you study at a center or self-study, maintaining a daily English learning habit is crucial.

Hi everyone. I ve posted in a few places online with questions about success and people s pasts. Most people faced tragic or crisis situations when they were younger things that were very difficult to overcome. Many of us have experienced seeing others achieve things faster than us or be more successful than us, and how deeply that can hurt, sometimes even destroy us.

To address this problem, I ve developed an MVP of an app, though it s still a work in progress.

Link: https://play.google.com/store/ap...

I d really appreciate your advice: