Autonomous quant research · live in public

A research desk that never sleeps.

Twelve AI analysts run independent research, debate every trade, and price the risk — while you sleep. You wake up to the finished work, before the open.

Following the experiment live in public · See real output ↓
QIYP Daily Briefing — 06:00 ETLIVE
Market Regime
▲ BULLSPY > 200d · VIX 17.9 · risk-on
Top Theme
ACTIVEDefenseconviction 9/10
Iran-strike escalation + major contract awards to LMT & NOC
Basket: LMT · NOC · RTX · GD · LHX · medium horizon
Also tracking
THEMECopper8/10
Strait of Hormuz disruption tightens refined-copper supply · FCX, SCCO, TECK
Risk gate
PASSLRCX−95 bps
Near all-time high · ATR-based stop implies ~14% downside · re-entry on pullback
Win Rate
Open Positions
6
Cumulative P&L
+$223
Win Rate
Open Positions
6
Cumulative P&L
+$223
Closed Trades
0
Live paper trading · Beta. Win rate & profit factor publish once trades close — we’re building the live track record honestly.
Synthesized nightly from
WSJCNBCBloombergReutersAlpha VantageyFinanceFinTwit (26)USASpendingFRED
Seven defenses

Every signal passes through seven filters before it can ever cost you a dollar.

Most retail systems are happy-path optimists. This one assumes the trade is wrong until proven otherwise — across price action, valuation, liquidity, and macro regime.

01

Tape Quality

Drops tickers already breaking down — 5d return below −2% or 20d RS below −5% vs SPY. No falling knives.

02

Calibration

Tracks win rate per signal type. If a class bleeds below 35% over 10+ trades, the system stops trading it.

03

Value Engine Quality

Cross-checks every name against a fundamental quality engine — moat, margin of safety, management. Broken businesses get blocked.

04

Liquidity

Minimum $5M daily dollar volume, $5 price floor. Nothing that can't be exited in a single click survives.

05

Earnings Window

Any ticker reporting within 5 days is excluded. The system refuses to fight IV-crush risk.

06

Macro Regime

SPY vs 50/200-SMA, VIX, plus a 5-factor FRED model. In bears, speculative size scales down to zero.

07

Trigger Dedup

The same catalyst can't escalate twice the same day. Stops the engine from burning capital on yesterday's news.

Convergence Bonus

When all signals align — contract + quality + tape + squeeze — the system sizes up. It rewards rare alignment.

6AMResearch ready before you open a chart
12AI analysts research and debate every signal
7Defensive filters between signal and execution
Actual output — this week

From raw signal to risk-priced verdict — in minutes.

Real research output, not mockups. The same path every trade walks: cluster the theme, debate it, then let the math decide.

May 21 · Theme detected9/10
Gov IT Services Contract Boom
Record contracts from multiple agencies to LDOS & BAH — sustained government IT modernization spending.
BAHLDOS
1 · Theme Extraction
Multi-source clustering + conviction scoring
May 21 · VerdictTAKE
BAH Long · Net EV +211 bps
Entry $75.80–76.80 · Stop $68.84. Both desks agree (AGREE_BULL). RSI 44 — not overbought; net EV positive after costs.
2 · Debate + EV Pricing
Bull vs bear arguments scored by a risk officer
May 21 · VerdictPASS
LRCX · Net EV −95 bps
Price near all-time high; ATR-based stop implies ~14% downside. Base-rate EV negative even at high conviction.
3 · Risk Gate
The system says no when the math doesn't work
Twelve analysts · every trade debated

Adversarial scrutiny before you risk a single dollar.

Bull vs Bear Debate

A bull and a bear argue. A risk officer rules.

Two analysts present opposing cases. A risk officer scores each argument, sizes the position, and renders a verdict — TAKE, PASS, or CONDITIONAL. Two hours of due diligence, done before your alarm goes off.

● BullBuy

Massive defense contract awards + Iran-strike escalation = structural revenue tailwind for primes.

● BearHold

Valuations stretched after the run. Single-catalyst names lack a second confirming signal.

⚖ VERDICT — TAKE · BAH
Theme Detection

Investable themes, not just tickers.

The system clusters raw signals into tradeable themes — "Defense Contract Surge" or "Copper Supply Squeeze" — ranked by multi-source conviction. Second-order causal chains, not keyword matching.

Defense Boost (Iran)
LMT · NOC · RTX
9/10
structural
Copper Supply Squeeze
FCX · SCCO · TECK
8/10
geopolitical
Japan Chip Exports
AMAT · LRCX · KLAC
9/10
cyclical
EV Math

Every trade is priced, not guessed.

Branches, probabilities, gross and net EV in basis points, transaction costs, and half-Kelly sizing. If the math doesn't work after costs, the system says PASS. No hand-waving.

P(up +8%)55%
P(flat) / P(down −5%)25% / 20%
Gross EV+226 bps
Round-trip cost−15 bps
Net EV · ½-Kelly 1.8%+211 bps
Every morning at 6 AM

The work of a junior analyst, a quant, and a risk officer — in your inbox.

1

Market Regime

Bull/bear regime, SPY vs 200d MA, VIX, breadth — so you know the tape before opening a chart.

2

Investable Themes

2–3 themes ranked by conviction with multi-source thesis — structural narratives, not tickers.

3

Trade Specs

Entry, stop, targets, Kelly sizing, EV in basis points. Every trade priced — not guessed.

4

Debate Transcript

Bull vs bear arguments scored by a risk officer. You see exactly why the system said TAKE or PASS.

5

Pass Verdicts

What the system rejected and why — with re-entry conditions so you know when to revisit.

Public beta

Prove the edge first.

Everything is open while we build the track record. Paid plans open when we hit 100 live trades with a verified record.

Public beta
Free · no card
Create free account →
Win rate
6
Open positions
+$223
Cumulative
  • Live dashboard with full signal history
  • Every trade has a written thesis
  • Open positions synced from Alpaca paper
  • Track record with equity curve
  • Weekly scan recap emails
Win rate & profit factor are shown as “—” until trades close — no fabricated stats. Paid plans open at 100 live trades with a verified track record.
Daily briefings before the open

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