Fully automated · No human review

Bleeding-edge AI research,
without the PhD.

Spark converts the latest AI papers into swipeable, plain-English card decks— automatically, every 90 minutes.

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arXiv · 2 hrs ago
LLMs can now reason about their own uncertainty — and it changes everything.
ELI5
Imagine if your calculator could tell you "I'm pretty sure this is right, but double-check me." These models now do exactly that—they flag their own blind spots.
Analogy
"It's like a surgeon who pauses mid-operation to say "I've only done this twice"—before you have to ask.
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How it works

From paper to pocket in under 10 seconds.

01
🔍

Ingest

Every 90 minutes, Spark scans arXiv, GitHub trending, and RSS feeds for the highest-signal AI research.

02
🧠

Distill

A multi-stage LLM pipeline extracts the hook, core ideas, ELI5, analogy, and key takeaway—in parallel.

03
📱

Deliver

Six-card decks land in your feed, ordered by relevance score. Swipe through at your own pace.

What you get

Six cards. Every paper. Always in the same order.

Hook — why it matters
Core Ideas
ELI5 explanation
Real-world Analogy
Visual diagram
Takeaway

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