The model · HybridBrain™

Four early warning signals.
Two velocity gauges.

The S&P 500's next move, surfaced before consensus catches it — early bear-regime detection, pullback and correction warnings, and recovery confirmation — paired with continuous Bull and Bear Velocity gauges. The four classifier signals are walk-forward validated, averaging ~84% precision on historical validation with an aggregate ~4% false-positive rate and a ~4-month average forward window. Powered by AI, algorithms, and the proprietary HybridBrain™ engine.

Example · not live dataToday's call · Illustrative example

Active regime

Bull — Weakening

Velocity decelerating · 3 weeks running

Bear formation risk

Elevated

2 of 4 signals in caution

Signal 1

OK

Trend

Structurally intact

Signal 2

Caution

Breadth

Narrowing

Signal 3

OK

Volatility

Low regime

Signal 4

Caution

Macro

Liquidity tightening

S&P 500 · regime history (12 months)

today →
JunJulAugSepOctNovDecJanFebMarAprMay
BullWeakeningCorrectionRecovery

Illustrative interface · subscriber platform shown separately

The signals

Four validated models. One full-cycle advance forecast read.

Each signal is independently constructed and walk-forward validated. Together they cover the full S&P 500 cycle — from pullback warning to bear regime to confirmed recovery. Bull Velocity and Bear Velocity provide continuous directional context within each regime.

BRS86%¹
precision when fires

Bear Regime Signal™

Sees bear markets coming as they form — not after the damage is done. Fires Bear Alerts as the early warning layer for −20% regime risk.

Bear Alert · regime classifier

MBS T183%²
precision when fires

Market Break Signal — Tier 1

Calls −5% pullbacks ahead of the move and triggers the Neutral state — a tactical heads-up before the dip.

Pullback · −5% · Neutral state trigger

MBS T284%³
precision when fires

Market Break Signal — Tier 2

Calls −10% corrections four months ahead — the kind that actually hurt — and hands off to BRS when conditions deepen toward bear.

Correction · −10% · Underperform trigger

RRS82%⁴
precision when fires

Regime Recovery Signal™

Calls bull-market recovery (+10%) ahead. Stays silent during fake-out rallies, speaks up when the bull is real — the high-conviction recovery confirmation, historically associated with durable bull recoveries.

Recovery · +10% confirmation

Precision percentages reflect walk-forward out-of-sample validation. See validation footnotes.

Input factors

The four factor families the classifiers watch.

Classifiers (BRS, MBS T1, MBS T2, RRS) sit above factors (Trend, Breadth, Volatility, Macro). Each signal watches 25–35 granular factors grouped into these four families.

The data engine

The data behind the factors.

The four factor families — Trend, Breadth, Volatility, Macro — aren't abstractions. Each is computed from live, sourced data, refreshed every market day. No manual inputs. No stale spreadsheets. The model is only ever as current as this morning's economic prints.

FRED — Federal Reserve Bank of St. Louis

24 series · Live

Yield curve, CPI, core PCE, breakeven inflation, payrolls, GDP, credit spreads, Fed balance sheet, bank reserves, SOFR, lending standards, savings rate, real retail sales, housing permits, money supply, industrial production, jobless claims, and more.

Yahoo Finance

Real-time

S&P 500, Nasdaq, Dow, Russell 2000, sector ETFs, intraday equity quotes.

CNN Fear & Greed Index

Live

7-indicator composite sentiment (momentum, breadth, put/call, safe-haven demand, junk-bond demand, volatility, price strength).

AAII Investor Sentiment

Weekly · since 1987

The longest-running retail sentiment series — a contrarian read on crowd positioning.

Perplexity Sonar

Live

Real-time news and sentiment across major financial publications, AI-summarized and scored on regime-relevant headlines.

Live energy futures

Live

Oil futures curve — contango/backwardation as an energy & geopolitical stress signal.

24 Federal Reserve series. Six live sources. One continuously updated read on where the S&P 500 cycle stands right now.

Factor 01

Trend Integrity

Tracks the structural integrity of the prevailing S&P 500 trend — flagging the conditions under which historically durable bull moves have decayed.

  • Walk-forward validated
  • Refit monthly
  • Bull regime context
  • Early deterioration flags
DETERIORATIONlower band lostSTRUCTURAL TREND CHANNEL · S&P 500t-24mnow

Factor 02

Breadth & Participation

Quantifies the underlying participation of the broader market. Narrowing breadth has historically preceded weakening within bull markets — this signal surfaces it early.

  • Internal participation
  • Leadership concentration
  • Bull-market weakening detection
  • Hidden landmine surfacing
Index% > 200dBREADTH DIVERGENCEindex up · participation downINDEX vs PARTICIPATION · BARS = ADVANCING ISSUESt-24mnow

Factor 03

Volatility Regime

Identifies transitions in the volatility regime that have historically preceded corrections, drawdowns, and bear formations — separating noise from signal.

  • Regime classification
  • Drawdown precursors
  • Correction context
  • Bear formation precursors
LOW VOL REGIMEcompressed · benignHIGH VOL REGIMEexpansion · bear precursorREGIME TRANSITIONt-24mnow

Factor 04

Macro & Liquidity

Synthesises the macro and liquidity backdrop that historically validates or invalidates ongoing bull regimes — the conditions under which markets stop tolerating rich valuations.

  • Liquidity conditions
  • Macro confirmation
  • Bull regime support
  • Bear regime catalysts
MACRO & LIQUIDITY COMPOSITE0 lineLiquidityHY spreadFCI tightenCONFLUENCE FIREthree layers align bearish

Gauge

Bull Velocity

A continuous directional gauge for the strength of an active bull market. Designed to identify deceleration and fatigue while the market is still rising — before weakness becomes consensus.

  • Bull regime strength
  • Deceleration detection
  • Fatigue signaling
  • Forward-looking
PRICE · still risingVELOCITY · weekly delta0DECELERATION · FATIGUErising · but losing thrustearlier

Gauge

Bear Velocity

The downside counterpart to Bull Velocity. Measures the developing intensity of bear pressure so genuine bear regimes can be distinguished from routine pullbacks.

  • Bear regime intensity
  • Drawdown context
  • Pullback vs. regime
  • Recovery confirmation
PRICE · drawdownVELOCITY · weekly delta0INTENSIFYING BEAR PRESSUREregime · not routine pullback

Methodology

Walk-forward by design.

Every signal is constructed, tested, and re-validated using protocols intended to reflect how the framework would behave in real time.

Walk-forward validation

The four classifier signals (BRS, MBS T1, MBS T2, RRS) are evaluated using out-of-sample protocols, not in-sample curve fitting.

Expanding-window refits

Classifiers are refit on a regular cadence with expanding history, so the system can adapt as markets evolve.

AI-augmented construction

Machine learning is used to sharpen signal calibration — methodology and definitions remain transparent.

Signal Track Record · Full Cycle
Walk-Forward OOS

Market change signalEach dot below is a real signal fire on the S&P 500. The arrow shows what happened next.

This is the model's track record — not a forecast, the receipts.

BRS−38% bear arrivedT1−5% dipT2−10% correctionRRS+10% rally arrivedT1BRS−22% bear arrivedRRS+15% rally5/26/26Dec 20002008 GFC2020 (COVID · exogenous, excluded)2022 bearMay 2026
BRS·model said a bear market was coming
T1 / T2·model said a drop or correction was coming
RRS·model said the bull was real — safe to re-engage
Arrow·what the market actually did next
Red band·a bear market the model called ahead
5/26/26·dated snapshot of the four signals (not live — see Market Terminal below for current reads)

Dated snapshot · 5/26/26 · not live— for current reads see the Market Terminal below

BRS
51
No alert · neutral
MBS T1
0.42
Below 0.66 · dormant
MBS T2
0.18
Below 0.50 · dormant
RRS
0.21
Below 0.75 · dormant
BRS · Bear
86% precision · 304 mo · 7 of 7 OOS (+1990 in-sample)
MBS T1 · −5%
83% precision · 154 mo · 35 fires
MBS T2 · −10%
84% precision · 154 mo · 27 fires
RRS · +10%
82% precision · 154 mo · 11 fires

Illustrative chart shape until backend serves real fire dates · all precisions, counts, and OOS windows above are locked and real.

Early warning, before consensus.

The RegimeSignal framework — four walk-forward validated prediction signals and Bull / Bear Velocity gauges for the S&P 500. Not yet publicly available — join the waitlist to be notified when subscriptions open.