Live Forecasting System

AIA Forecaster

A multi-agent LLM forecasting system that achieves superforecaster-level performance. Based on the Bridgewater AIA Labs research achieving expert-level judgmental forecasting at scale.

Featured Markets

Live prediction markets tracked by the AIA Forecaster

Polymarket Kalshi
kalshi Federal Reserve Rates

Will the upper bound of the federal funds rate be above 3.75% following the Fed's Jan 27, 2027 meeting?

Market Consensus
12%
AIA Forecast
86%
Updated 18 hours, 18 minutes ago
Agent Reasoning

Ensemble based on 3 agents (agent_2=0.90, agent_3=0.18). supervisor: Direct CME FedWatch data for the January 27, 2027 meeting (retrieved 31 July 2026) shows an 86.3% market-implied probability that the target rate will be above 3.75% (38.9% for 3.75–4.00%, 34.2% for 4.00–4.25%, 11.8% for 4.25–4.50%, 1.4% for 4.50–4.75%). Agent 1 incorrectly …

kalshi GDP Growth
Resolves Oct 29, 2026

Will real GDP increase by more than 2.5% in Q2 2026?

Market Consensus
35%
AIA Forecast
0%
Updated 18 hours, 44 minutes ago
Agent Reasoning

Ensemble based on 3 agents (agent_1=0.00, agent_2=0.00). supervisor: The BEA released the advance estimate for Q2 2026 real GDP growth on July 30, 2026, at 1.5% SAAR (source: BEA and Atlanta Fed commentary). This is definitively below the 2.5% threshold, so the probability of the estimate exceeding 2.5% is zero. …

kalshi Employment/Payrolls
Resolves Jan 1, 2027

Will above 60000 jobs be added in September 2026?

Market Consensus
52%
AIA Forecast
50%
Updated 18 hours, 37 minutes ago
Agent Reasoning

Ensemble based on 3 agents (agent_2=0.55, agent_1=0.47). supervisor: The agents' forecasts aggregate to ~0.50, based on a forecasts.org model implying 47% and a market price implying 60%. The supervisor search did not uncover material new evidence: no September consensus from Bloomberg, and Trading Economics data shows high volatility and past …

kalshi Treasuries & Yield Curve
Resolves Jan 14, 2027

Will the 10-year minus 2-year Treasury spread be above 1.00% on any day through December 31, 2026?

Market Consensus
48%
AIA Forecast
28%
Updated 18 hours, 31 minutes ago
Agent Reasoning

Ensemble based on 3 agents (agent_1=0.20, agent_3=0.30). supervisor: Agent 1 incorrectly equated the Kalshi year‑end probability (20%) with the probability of any daily breach, ignoring the any‑touch premium. Agents 2 and 3 correctly adjusted upward to 33% and 30% respectively. The additional evidence provided no material new information, so the …

Data Sources

Polymarket
Prediction Market
Kalshi
Prediction Market
Web Search
Real-time News
Financial Data
Market Data

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