Learn AI today,
lead your field tomorrow
AI moves fast enough to feel overwhelming. AI Research Aggregator reads the day's research for you and hands back a short, personal feed — written for where you are, whether that's your very first week or your tenth year in the field.
Your profile · CS undergrad · learning the basics
Neural Networks, explained simply
SimpleWhat is a Transformer?
AnalogyYour first fine-tune
GuideWatch it switch: the same day's sources, curated three different ways — because your profile decides what you see.
“The illiterate of the 21st century will not be those who cannot read and write, but those who cannot learn, unlearn, and relearn.”
You don't need a CS degree, a maths background, or years in the field. Whatever you do today — design, marketing, medicine, teaching, code — AI is learnable from where you stand. This is your starting line, and it's a good one.
How it works
From overwhelmed to on top of it, in three steps
No setup, no cost, no credit card. Just tell us who you are and start reading.
Tell us who you are
Choose a lens — Student, Professional or Researcher — and add a few words about your goals. It takes under a minute, and you can change it any time.
We curate around you
Every paper and model release is ranked and rewritten to fit your profile — so instead of a firehose, you open the app to a short list of what actually moves you forward.
Learn fast, grow faster
Read in plain English or full technical depth, see which skills are in demand, ask the AI coach anything, and follow a study plan that leads to your next role.
Curated around you
One feed. Read three different ways.
We don't just filter — we re-read every article through your lens, so a Student and a Researcher can open the same paper and each get exactly what they need from it.
Student
New to AI? Start from zero — concepts before equations, nothing assumed.
Professional
Building with AI at work? See what changed and what to ship this quarter.
Researcher
Chasing the frontier? Full methodology, with the formulas kept intact.
Not sure yet? Switch personas any time — the whole feed re-reads itself and nothing is lost.
Good to know
A few things that make this platform yours
Before you dive in — what's unique here, and the fair-use limits that keep it free for everyone.
Curated cards, made for you
Every persona gets AI-written study cards — not raw abstracts. Students get a growing “AI Foundations” library (What is ML, Neural Networks, Transformers…) that expands every day.
Build your own feed
Signed in, type any AI topic — RAG, Agents, Diffusion, LLMs — into “Fetch live data” and we generate custom cards for exactly what you want to study. Up to 2 fetches a day.
Fair-use limits
Ask AI: 5 free questions as a guest, 5 per 5 hours signed in. Chatbot: 5 free as a guest, 10 per 5 hours signed in. Generous to learn with, capped so it stays free.
Everything included
A full learning toolkit — free, all of it
No feature is locked behind a plan or a persona. Here's what you get from day one.
Persona Feed
The same paper, ranked and rewritten for who you are and where you want to go.
Simple ↔ Technical
One toggle switches any article between a plain-English analogy and the full maths.
Learn Cards
Original, beginner-friendly explainers, fact-checked against open sources before they publish.
Career Insights
Every article tells you the skills to learn, how in-demand they are, and likely interview questions.
AI Coach
Ask anything, four ways — tutor, career advisor, research assistant or study buddy — grounded in live search.
Study Plans
A step-by-step path from the skills you have to the role you want, built from your profile or LinkedIn.
A Feed That Learns
Tell it what helped and what missed — it quietly reshapes your feed so it fits a little better each day.
Live Model Table
Frontier model pricing and context windows from a dozen providers, compared side by side.
Bookmarks
Save anything worth a second read, with your own notes and a skill to tie it to.
Where it comes from
Real research, openly licensed
Everything is built from public papers and open-source projects — named, credited, and checkable. No black box.
Daily · Automated · Hands-off
While you sleep, six stages run start to finish — so your feed is ready before you are.
Give it five minutes today
Staying current with AI is a habit, not a marathon. Start now — your first personalised feed is one click away, and it's free.