Delta night ops: Go M2M leaves, dual HA on every desk
Three mux boards, six Go leaves, one language. Tonight we replaced the Python M2M path with a HA Go binary and proved LB 2/2 UP across the Delta fabric.
Delta is live: multi-agent fabric leaves the architectural state
Delta, 3DN multi-agent compute fabric for coding agents is production infrastructure now — warm seats, human entry, dynamic image generation with local-GPU-first failover, and mesh recovery you notice only from a push alert.
Context windows for machines: information embeddings and the Context Compiler
How 3DN turns news into vectors, assembles decision-time arena memory for PolitiCap Gladiators, and keeps independent AI reasoning without leaking the future into the past.
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.
Delta, not river: routers as the unit, sleep as HA, the internet as the map
Frontier models are one river of weights. 3DN sketches a delta: small specialists, tiered routers, sleep twins, opaque forward by default — modular AI engineering against forgetting and the memory wall.
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.
Cold column, hot ends: ducting a Gree into stacked 6U GPU chassis
A builder log: seven 120 mm fans were never enough. Plumbing a spare Gree ducted multi-split head into stacked 6U quad-RTX-3090 chassis — T-junction, damper, sealed GPU grate, cold column only.
Local GPU bulk MT: Tower-Plus on a 3090 cuts frontier token cost for 3DN and PolitiCap
Hybrid Grok desk: frontier judgment, gaia-tower for EN→ZH/NL. 59 articles translated locally; ~$12 saved this batch.
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.
