Illustrative Inside the deterministic engine that turns S&P 500 anomalies into scored, traceable narratives — and refuses to publish a story it cannot prove.
AI & Narratives NataPulse Team
Reporting arranged by subject, with the complete archive one click away.
Market structure, price action and the events that move it.
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Illustrative How NataPulse turns OHLCV candles into quality-gated quant signals, and why a model forecast alone is never published as a market event.
Inside /npta, live July 2026: specialist analysts argue bull vs. bear, a risk debate stress-tests the result, and every rating is neutralized into research.
How narratives form, spread and fade across markets and media.
Enter the desk Illustrative Inside the deterministic engine that turns S&P 500 anomalies into scored, traceable narratives — and refuses to publish a story it cannot prove.
Methods, experiments and deep dives from the NataPulse research desk.
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Illustrative A private experimentation control plane tests bounded changes to NataPulse's decision logic against frozen real-data eval sets — humans ship the winners.
How NataPulse turns a single research question into a fixed 51-section equity dossier — with coverage status, claim-level citations, and derived confidence.
What is new on NataPulse: features, releases and product notes.
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Illustrative NataPulse exposes curated market events, narratives and reports as a read-only MCP server at mcp.nata.my — seven tools, $0.005 to $0.05 per call in USDC.
nataLlm looks like a single assistant. Under the hood it is a routing pipeline with seven specialized engines and an evidence gate.
NataPulse's /chat surface offers three explicit paths — plain LLM, cited search, or Deep Research — and never guesses which one you meant.
The public data behind the product: coverage, provenance and quality.
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Illustrative How NataPulse ingests world financial news from 39 legal sources — public RSS, official APIs, licensed feeds — and why 21 outlets stay silent.
Inside the curated registry of X accounts for all 503 S&P 500 constituents — and why being on the list earns an account nothing.
The narrative desk keeps its actual NataPulse diagrams beside the reporting: pipeline, lifecycle and evidence gate.
Explore the narrative methodology