May 9, 2026 · forecast #001

An AI swarm that forecasts the future of money, and tells you every morning when it was wrong.

Seven independent agents. One daily call. A 365-day probability cone. Public scorecard updated every evening. Free.

Spot
₹95.55
as of 2026-06-02
Tomorrow's call
₹95.80
± 0.44
12-month consensus
₹96.03
[91.79, 100.81]
30-day hit rate
59%
10 / 17 in band
What we forecast

Starting with USD/INR.
More to come.

We expand methodically — one asset at a time, only when the calibration data justifies it. Each new asset goes through 90 days of paper-trading before public launch. We earn the right to forecast each one.
USD/INR
Indian Rupee
live
Spot₹94.470.14
Tomorrow₹94.32±0.18
30d hit rate77%
Live since May 2026.open →
USD/EUR
Euro
soon · Q3 2026

European Central Bank dynamics.

USD/JPY
Japanese Yen
soon · Q3 2026

BoJ + carry trade dynamics.

USD/CNY
Chinese Yuan
soon · Q4 2026

PBoC fix, capital controls.

BRENT
Brent Crude
soon · Q4 2026

OPEC+ supply, demand cycle.

XAU/USD
Gold
soon · Q4 2026

Real rates, central-bank bid.

BTC/USD
Bitcoin
soon · 2027

Liquidity, ETF flows, halving cycle.

SENSEX
Sensex
soon · 2027

Indian large-cap equity benchmark.

NIFTY
Nifty 50
soon · 2027

Top 50 by free-float NSE.

Each tile becomes a live forecast only after a 90-day paper-trading window where the swarm's calibration meets our internal Brier-score threshold. No asset gets shipped early.

Why this exists

Every other forecaster moves on when they're wrong.
We don't.

Honest

Every prediction is scored the next day.

Wrong by 14 paise? We say so, loudly. The scorecard is the front page, not the footer.

Transparent

See exactly which of our 7 agents said what.

Each agent's reasoning, weight, and individual track record is public. Outliers are flagged, not buried.

Compound

Track records build over months.

Watch the rolling Brier score improve as the swarm calibrates. Bet on the system, not any single call.

Today's USD/INR

The rupee, 90 days back and 90 days forward.

View full 365-day cone →
Daily morning email

Tomorrow's call, in your inbox at 08:00 IST.

One email per day. Tomorrow's USD/INR call, the seven-agent breakdown, and yesterday's mark-to-market. No upsells, no signal-selling, no LinkedIn-grade commentary. Unsubscribe instantly, with one click.

We store only your email. No ads, no third-party sharing. Unsubscribe link in every email.

Built in public

From an empty repo to a daily public forecast in eight days.

FutureDaily is built in the open. Daily build log on X. Source-of-truth CLAUDE.md in the repo. Every feature decision documented before the code is written.

Day 8 — May 16, 2026
Public launch. First scheduled morning brief at 08:00 IST. Brier score starts compounding.
Day 5 — May 13, 2026
Daily Kimi K2 pipeline runs unattended. 5pm scorecard cron live. X auto-posts working.
Day 1 — May 9, 2026
Static experience deployed: cone graph, seven lenses, yesterday's reckoning. This page.