ChatPredict

forward, out-of-sample replication of Lopez-Lira & Tang (2023) — paper ledger, no real trades

Waiting for the first collection round.

How a round works — steps & schedule from chatpredict.schedule, counts from the DB (counts appear once a round has run)

09:10 ET P1 (published <6am today) + P3 (published >4pm yesterday)  ·  15:40 ET P2 (published 6am–15:40 today). Each round scores only its own publish-time window.

1 · Firehoses
5 market-wide feeds (Alpaca, Polygon, GlobeNewswire, PR Newswire, EDGAR 8-K) hand us ticker-tagged articles.
2 · Candidate lists
Movers, most-active & earnings name more stocks worth checking.
3 · Enrich
For candidates the firehoses missed, fetch their news per-ticker (paced, resilient).
4 · Resolve · Score · Store
Exact ticker resolution → score the model panel (paced, dedup per ticker+headline) → store every item raw.