Let s supposed that you listen a song/video clip on Youtube or on other channels(Vimeo, Soundcloud etc,). You would like to find it on Spotify and add it to your playlist. It would be nice to hear from you if you want to use an application which does it for you or would you prefer to open Spotify app, search the song and then add it to your playlist? I have created a Chrome extension integrated with it s website which helps users to add the songs to Spotify playlist on behalf. Would you trust and use an application? or any further ideas are welcomed. Project: https://www.producthunt.com/post...
Despite the hype, the frontier of AI might not be where most people are looking.
While Big Tech continues to throw billions at scaling transformer-based LLMs, a recent Delphi study shows that 76% of leading AGI researchers no longer believe models like ChatGPT will meaningfully contribute to superintelligence. The marginal gains are becoming too expensive
GPT-5 is estimated to cost up to $1B to train, yet the improvement is mostly superficial. What we re getting is better packaging, not better reasoning.
Meanwhile, a quiet shift is happening in the background. Research in alternative architectures is starting to show surprising results. Liquid Neural Networks, for example, are achieving task-specific performance far beyond what transformers deliver using a fraction of the resources. Neuromorphic chips are pushing 10x energy efficiency. And miniaturized, domain-specific models are proving far more practical at the edge than scaled-up giants.
All founders and builders will have something break at some point. For us at @Finden, it was when we grew from 10 to 100 users. The data was coming in faster than expected, and our queue to process and understand it quickly became overloaded. This meant onboarding slowed down. It was frustrating at the time, but it taught us a vital lesson: always design for scale, not just for your current users.
We ve since re-architected parts of the system to handle growth much more smoothly. But that first break was a reminder that scale is the ultimate stress test.
Day 19 on Product Hunt brought me across some products that made me go "Wow!" and others that made me laugh out loud. One of my favorites today? Dad Reply. Yes, you read that right a Chrome extension designed for those never-ending email threads where all you really need to send is an acknowledgment. The product description says it all: "Dad Reply is the Chrome extension that lets you respond to emails with the universal symbol of low-effort acknowledgment a emoji. Just click the button and it auto-replies to the currently open email with a single thumbs up. No typing. Maximum Dad energy." https://www.producthunt.com/post... It s such a simple yet genius way to close a long thread in seconds. A tiny game changer for inbox sanity and maybe a subtle way to say Message received, over and out! #producthunt #email #productivity #funtech