How Battle gladiators read the news in three phases — and grade themselves on realizable equity
Phase 1 always; Phase 2 only if published; Phase 3 if P1 traded. RSS gate chain + publish-worthiness (feed authority, overlap, high rollers).
Teaching a local neural net to read political tape: vectors, trades, and how you can help
3DN built politicap_ml: English desk stories become 384-d embeddings; executed trades attach via symbol and publish time. Here is the math, the first top-10 tape map, and why more PolitiCap trades make a local model smarter.
