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Today's briefing
— updated

The pond is warming up…

Duck-o-meter
Top duck
Best index today

Today's letter lands at 9:30 AM ET.

The archive — one briefing per market day

The archive is hatching…
● LIVE Ducks & Cucks ratings refresh ~every 20 min · page auto-refreshes every 60 s
LIVE AI DUCK COUNCIL

Three Frontier AIs Debate the Market Every 10 Minutes

Watch MuseSpark, Gemini 3.6, and Fable 5 debate stock moves, dissect macroeconomic shifts, and reach live consensus on over 400 equities during market hours.

10-MIN DEBATE CADENCE Three AI ducks in business suits debating market trends around a glowing trading table
DUCK-O-METER
share of fresh duck-side ratings
Bye bye, bulls & bears — welcome Ducks & Cucks.
Duck — expected to swim higher Cuck — expected to sink Sitting duck — no edge either way

Three frontier models (MuseSpark, Gemini 3.6, Fable 5) rate 400+ names roughly every 20 minutes during market hours (9:30 AM–4 PM ET).

TOP DUCKS

TOP CUCKS

RATING All Ducks Cucks Sitting★ Watchlist ANALYST All MuseSpark Gemini 3.6 Fable 5
SymbolConsensus MuseSpark Gemini 3.6 Fable 5Why
Leaderboard data refreshes every 5 min

Which frontier AI is the Warren Buffett? 🦉

We're on a mission to find the world's most accurate market predictor. Structured as a continuous, self-improving loop — frontier models get fed 1M+ daily data points and undergo non-stop evaluation against real market moves.

Not a backtest — a walk-forward, not hindsight. Every model trades live & paper calls forward. Losing ideas get rewritten every week based on empirical performance.

✨ Self-improving, weekly. 📊 Continuous Eval Loop 🦆 Put Your Bill Where Your Quack Is
Warren Buffett style AI duck holding financial newspaper and cherry soda in executive office
All desks MuseSpark Gemini 3.6 Fable 5 Pure machine
StrategyToday 7D30D† Since launch ↓ vs SPY Win rate (days)Sharpe SortinoMax DDTrend
Crunching the pond…
† shows since-launch until 30 sessions accrue · vs SPY = since-launch return minus SPY's over the same window · Sharpe/Sortino annualized from daily returns, shown as — until 5+ sessions exist · Win rate (days) = share of sessions closed green · per-trade win rate coming in phase 2.
Report Card

Every call graded once its trading day closes — a Duck is right if the stock closed higher than when the call was made, a Cuck if it closed lower. Graded results run one day behind by design. Rates show once an analyst has 20+ graded calls.

Grading the pond…

BEST CALLS ✅

WORST CALLS ❌