All activity
AIssential gathers and filters 450+ AI sources — research papers, blogs, tutorials, podcasts — down to exactly what matters for your role.
Filter by topic, purpose (Research, News, Opinions, Tutorials, Tools), reading level, sources, and authors. Go from 7,000+ articles to the 50–150 actually relevant to you.
Each article gets AI-generated key takeaways. Trending subjects
show what the AI community is actively debating — with context
across sources.
Built for AI/ML professionals.

AIssentialEvery AI insight that matters to you. Nothing that doesn't.
Julien Martinstarted a discussion
450+ AI sources. One feed. Filtered to your role.
Hey ProductHunt, I'm building AIssential — 450+ AI sources (arXiv, newsletters, YouTube channels, podcasts) filtered down to exactly what matters for your role. The problem: AI moves faster than any individual can track. Even a full-time engineer or PhD can miss a critical paper or architecture analysis just by taking a long weekend. I know because it happened to me. 9 months in the making....
Julien Martinleft a comment
Hey Product Hunters! I built AIssential after spending too many hours every week trying to stay up with AI across arXiv, newsletters, YouTube, blogs, and podcasts. The insight: curation isn't about fewer sources — it's about matching sources to your specific role and focus. An AI engineer and an AI policy researcher should see completely different feeds from the same 450 sources. Happy to...

AIssentialEvery AI insight that matters to you. Nothing that doesn't.
