Fundamental Signals

Humans have limits on memory and reading speed. AI doesn’t. So we asked: how can we use AI to max-augment an investor’s daily information synthesis?

Fundamental Signals is an investment newsletter experiment, our attempt at combining AI-scale market monitoring with human investment judgment.

The idea is simple: AI monitors everything, humans curate the signal. 🔹10+ investing subreddits 🔹10+ popular X investing hashtags 🔹30+ podcasts 🔹3,000+ articles per day 🔹All earnings releases 🔹Every global stock with ±3% daily moves, and why they moved

Then: Every output is reviewed by human editors with 10+ years of investing experience. No hallucinations. No AI slop. Just clearly synthesized insights. 😇

The result: 👉 A noise-to-signal engine built for maximum breadth. This sounds costly? Yes. About 3K+ LLM calls are needed to replicate the agentic flow for each newsletter - possible, because of the shared infra with our main Distilla system.

And we make this FREE to subscribe, because we want you to be the first to experience it, benefit from it, and evolve it with us.

Format: 🔹Daily Brief: debates, topics, price moves, earnings, every trading day. 🔹Sector Analysis: Deep dives into sector themes. 🔹Company Spotlight: Narrative and data on a single stock of interest. 🔹Opinions Summary: Takeaways from recent podcasts. 🔹Earnings Review: A synthesis across recent earnings calls.