What Does the D1–D4 Cascade Framework Mean? Room, Blind Spots, and Who DEPTH4 Is For (2026)

From headline to systemic shift

Most market intelligence stops at D1 or D2. The D1–D4 framework names what happens at each horizon so you can tell early spillovers from late obvious moves:

1. 1. D1 — Now(Minutes to hours)

   The verified trigger: Fed decision, CPI print from BLS, confirmed geopolitical development sourced through Reuters or AP. Prices react fast. Edge is narrow and crowded — the headline is true and mostly priced.

2. 2. D2 — This week(Days)

   First repricing — sector rotation, FX adjustment, commodity moves tied directly to the event. Still visible on every feed; the obvious leg often fully prices within hours.

3. 3. D3 — This month(Weeks)

   Second-order spillovers — EM pressure, credit-sensitive sectors, input-cost chains, defense-linked equities after geopolitical escalation. Fewer participants, wider room if you name the mechanism early.

4. 4. D4 — This quarter(Months)

   Regime-level shifts — inflation trajectories, supply-chain reallocations, long-end yield repricing, systemic sector leadership changes. Deepest mispricing often lives here because the full arc takes weeks to propagate.

DEPTH4 generates theses at each depth with tradable tickers, direction, conviction, and room. SIGNALS on depth4.com conglomerate contributing theses into one row per asset — so you scan fleet-level direction without reading every depth book.

Who is DEPTH4 designed for?

DEPTH4 is designed for investors and traders who make decisions from macro and geopolitical events — portfolio managers sizing overlays, independent macro analysts, prop trading teams, family offices, and serious retail traders who have outgrown headline-reaction trading and need structured cascades with room estimates before price confirms.

• Portfolio managers who run macro-aware equity, rates, FX, and commodity books and need phone-speed SIGNAL scans
• Independent analysts and prop traders who compete on timing and cascade depth, not wire speed alone
• Family offices and RIAs building systematic macro frameworks without a Bloomberg seat on every desk
• Retail traders ready for cause, path, timing, and asset — not another news dashboard

DEPTH4 is not built for pure systematic price-only quants, passive index allocators, or anyone seeking personalized investment advice or trade execution. It is intelligence software — you retain sizing, execution, and risk.

Where the market is still behind — asset coverage

DEPTH4 monitors 40+ macro-linked assets across four classes. The engine maps D1–D4 theses to downstream tickers so spillovers are named, not implied:

• Equities

  Sector ETFs (XLE, XLF, XLK), defense names (LMT, RTX), gold miners (GDX), broad indices (QQQ, SPY)

  Express sector rotation, geopolitical risk premium, and regime shifts at D2–D4

• Rates & fixed income

  TLT, SHY, HYG — yield-curve and credit-spread expressions

  Capture Fed, inflation, and flight-to-quality cascades from D1 through D4

• FX

  DXY, EURUSD, USDJPY, USDCNH, USDMXN — haven, EM, and carry channels

  Trace dollar funding, safe-haven bids, and export-demand spillovers

• Commodities

  CL.1 (oil), HG.1 (copper), GC (gold), agricultural complexes

  Physical supply, geopolitical corridor, and China-demand transmission paths

DEPTH4 ingests 75+ tier-ranked macro and geopolitical sources — Reuters and AFP wires, Bloomberg and BBC, AP and NY Times, global central banks, BLS and BEA macro data, ISW and Chatham House geopolitics, Argus energy, Anadolu regional coverage, and curated sector feeds — and links each verified trigger to affected assets at the depth where edge is largest. Room labels flag where the market is still behind the cascade.

Room and blind spot — plain English

Room is DEPTH4's label for remaining mispricing — the gap between what a macro scenario implies for an asset and what the current price reflects. A "21% room — Moderate" SIGNAL means roughly a fifth of the implied repricing may still be ahead, based on scenario math and market data tiers.

Blind spot is the internal engine term for the same concept during thesis generation — how much of the expected move the market has not absorbed yet. On the SIGNALS fleet you see room descriptors, not jargon: Mostly priced in (<10%), Tight (10–20%), Moderate (20–35%), Wide (>35%).

Room and conviction are orthogonal. A thesis can be high-conviction but mostly priced in at D1, or moderate-conviction with wide room at D3 if the market has not yet traced the spillover. That is why DEPTH4 tracks room per depth — not one headline-level guess.

How DEPTH4 learns and evolves

DEPTH4 is not a static headline summarizer. The engine calibrates from resolved theses: mechanism-level win rates clamp conviction when track records are weak; quantitative tiers verify room against options or realized-vol proxies where data exists; few-shot retrieval injects past success and failure shapes into new drafts.

Prompt evolution runs through human approval — proposed heuristics from recent invalidations queue for admin review before reaching production. The product learns; it does not auto-publish untested rule changes or auto-trade.

For traders, the visible outcome is sharper SIGNALS over time — not louder ones. MIXED and Quiet rows still appear when evidence splits or thins. See the dedicated piece on the self-learning macro engine for the four production loops.