Nexus
Overview Live Demo
Intelligence Pipeline
20 stages 7 config keys 1 public forecast engine
click any stage
Intake
×
01
Sources
RSS feeds • multi-language
×
02
Ingestion
dedup • 250/topic
F
03
Two-Pass Filter
250 → ~30 articles
Understanding
F
04
Event Extraction
editorial analysis • sem=5
F
05
Entity Resolution
LLM canonicalization
×
06
Knowledge Store
SQLite WAL • 30+ tables
F
07
Synthesis
convergence • divergence
F
08
Thread Persistence
Jaccard • lifecycle
TopicSynthesis (X)
Central object — all downstream renders from here
Delivery
S
09
Briefing
smart model • <800 words
S
10
Audio / Podcast
script → TTS → MP3
×
19
Telegram Bot
push • breaking 3h
S
20
Q&A Agent
two-stage • web fallback
Forward Look
×
11
Eligibility Gate
≥7 days • ≥2 snapshots
×
12
Snapshots + Trajectory
velocity • momentum
×
13
Causal Links
cross-topic • 48h window
×
14
Evidence Assembly
zero LLM • leakage-safe
15
Forward Look + Forecast Lab
Actor
3-6 • public
GraphRAG
2 calls • lab
Structural
3 calls • internal
Perspective
4-6 calls • lab
Debate
11 calls • lab
Naked
1 • lab baseline
×
16
Calibration
γ=0.8 • anchor blend
F
17
Optional Kalshi Match
compare • anchor
F
18
Forecast Lab
benchmark • hindcast