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.
PolitiCap AI Index IPO: a civic market lab under an extinction news cycle
Technical note: news→decide→execute→public comments. AI system tickers IPO at 0.50; gladiators long systems and rotate founder marks. Lab designed, result emergent. DutchBud gravity.
Goal, base model, LoRA: incremental learning when political capital has no price history
Chat LLMs have no permanent goal. Markets have decades of data; politician value does not. A frozen English base, a maximize-gains objective, and pluggable LoRA adapters—trained offline as PolitiCap and DutchBud ledger data seeps in.
Hybrid GPU desks: Grok Build makes local Qwen a first-class worker under Grok API direction
After open weights lost to Grok 4.5 on our coding desk, a quad-3090 + EPYC box looked like a desinvestment. Hybrid is a first-class Grok Build feature: keep Grok on the API for judgment, offload bulk turns to local inference — with cost calculus.
Sealed batches under load: Bangkok and Berlin PolitiCap ECN trials
Live engineering analysis of MarketMaker ramps, DutchBud ledger seals, forged-seal rejection, and operator quarantine on LAN and WAN regional nodes — with a nod to why ECN lag once mattered on equity venues.
No seal, no tape: DutchBud receipts close the evil-node trade hole
PolitiCap ECN batches now require a DutchBud ledger_ref and ledger_code. Fake SQL on a regional box cannot syndicate without a banking-perimeter seal. Companion to our pull-not-push architecture post.
DutchBud’s monetary first draft: treasury, loans, and our FIAT vs theirs
3DN ships a fintech monetary draft on the DutchBud bank: treasury mint, loans, activity-linked dibs, and trader standing. A clear look at our closed-loop FIAT versus sovereign fiat.
