I came across Deutsche Bank s latest report on AI, and it sparked an interesting thought experiment: how likely is it that we ll see AGI (AI that thinks and learns like a human) within the next five years?

The report highlights a fascinating divergence: the view from money vs. the view from science.

• Money: the probability inferred from trillions poured into data centers, Nvidia chips, and servers. Investors seem to be betting that AGI is inevitable.

• Science: the probability inferred from research papers and AI development models. Experts are far more cautious, suggesting the realistic probability is only 20%.

I believe that your chances of becoming visible on this platform also depend on how credible you appear.

In the past, there were even bots on Product Hunt, which led to the introduction of certain measures:

Hey Product Hunters!

When my wife Noa and I heard that MTV was officially shutting down, it felt like the end of an era. As 90s kids, we missed that specific "linear" experience the joy of just turning on the TV and being surprised by a music video without an algorithm getting in the way.

There s a common assumption that job applications are mobile-first now.
Before moving into building a mobile app, we wanted to test that assumption with data rather than rely on intuition..

First, we looked at real usage.
In our GA4 data, mobile accounts for ~22% of active users.
But desktop dominates engagement and core actions, longer sessions, more events, and more consistent usage over time.

I've been thinking about this a lot lately.

As an SAP ABAP Developer, I had app ideas sitting in my head for years. Before AI, the learning curve for mobile development felt impossibly steep. Now? I shipped my iOS app in weeks.

But here's my honest question:

How many of us vibe coders are actually building sustainable products?

Hello Product Hunt Community, Alper is here.

I m exploring how AI, automation, and natural language can work together to make tech feel more like a teammate not a task.

I m especially curious about how we can build useful things without writing a single line of code and how automation can help us move faster in work and life.

I ll be sharing thoughts on:
New AI technologies worth following
Natural language automation workflows
No-code tricks that actually save time

Planning to open source Voiden (https://voiden.md/) soon.

This isn t a maybe someday idea anymore, it s a deliberate step we want to take in the coming weeks.

Over the past month, I've been scrolling through several LinkedIn profiles and noticed how some people have long portfolios of businesses that say:

Founder

Founder

if i use claude or codex, i constantly am screen capping to show bad padding / alignment / whatever. is there a defacto way to let claude or codex tool call to see the browser or render a page for themselves?

As leaders, we spend most of our time pouring into others. Our families, our friends, our teams. We invest our time, energy, and presence in being there for others. But somewhere along the way, it becomes easy to overlook an important question

Who is pouring into you?