We scan thousands of sources every 8 hours. AI verifies each signal for quality and alpha potential. You get 5–15 actionable signals per day.
We monitor 50+ expert sources across X, arXiv, and HuggingFace every 8 hours.
Multi-layer AI scoring filters noise. Only signals with real substance and alpha potential pass through.
You get a curated feed of verified signals with a daily Alpha Brief — narrative context, zero fluff.
17 LLM prompts analyze each signal — quality, alpha potential, novelty, authority, and cross-source confirmation.
High engagement is a negative signal. Viral content is already priced in. We reward early, low-noise discoveries.
A signal seen on arXiv AND HuggingFace scores stronger. Independent corroboration is the strongest alpha indicator.