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Notes from the work · 5 papers 2026.04

Research.

Open questions and design choices we live with.

01

Attribution of Research

Every broker view in our system is attributed — not to an institution, but to the individual analyst who authored it. Over time, attribution becomes track record. Track record becomes weight.

02

The Half-Life of Social Attention

A stock ticker surging on a social platform is an event. How fast it decays — and how it propagates from one platform to the next — is a structural fingerprint we can measure and use.

03

Aligning Three Clocks

Intraday ticks, end-of-day archives, and corporate action events each live in their own timeline. Fusing them correctly — especially around splits, dividends, and trading halts — is unglamorous, foundational work.

04

Events Without Words

Not every event arrives as text. Volume anomalies, order-book imbalances, and calendar effects are events too. The ingestion layer must be language-agnostic.

05

Latency as Ethics

Delay is a form of dishonesty: the longer a system takes to process an event, the further its output drifts from truth. We treat latency budgets as a design constraint, not a performance metric.

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