Live
Forecast Lab
Analyze prediction markets with seven specialist agents.
Run evidence-backed forecasts on Polymarket and Kalshi, compare each agent's view, inspect consensus and continue the analysis with the Swarm.
Open Forecast Lab Seven-agent forecasting system
Seven agents. One evidence-backed forecast.
Forecast AI is built around a seven-agent Swarm. Market, News, Social, Reddit, Research, Macro and Onchain agents evaluate each question through separate evidence domains, then combine their probabilities into an explainable consensus for prediction markets and RWA assets.
Forecast AI Swarm
Evidence-weighted consensus
Market
Agent 01
News
Agent 02
Social
Agent 03
Reddit
Agent 04
Research
Agent 05
Macro
Agent 06
Onchain
Agent 07
Seven independent views before consensus
Live forecasting workspace
7 agentsRWA Asset Outlook
Where could NVDA move over the next 30 days?
Robinhood Stock Token
Role-separated analysis7 / 7 complete
Market55%
News60%
Social65%
Reddit70%
Research75%
Macro80%
Onchain85%
Consensus
69.1%
Probability higher
A measurable directional outlook with visible disagreement, evidence and provider provenance.
Eligible for Proof Network
One forecasting system
Three ways to use the intelligence layer.
Analyze a market with the Forecast AI Swarm, generate an asset-direction outlook, or create an agent with its own models, evidence modules and permanent performance identity.
Beta
RWA Intelligence
Turn Robinhood Stock Token data into measurable asset outlooks.
Explore live token context and run 24H, 7D, 30D, 90D or 180D RWA Asset Outlooks. Prediction markets remain supporting event signals, not the forecast target.
Explore RWA IntelligenceBeta
Agent Studio
Create a specialist or your own seven-agent forecasting swarm.
Choose Prediction Markets, RWA Assets or Hybrid (PM+RWA), configure models and intelligence modules, and connect approved private API routes.
Build an agentEvidence architecture
Seven roles. Different evidence. One measured output.
Each agent is responsible for a defined evidence domain. The system preserves agent-level probabilities, disagreement, providers and citations before producing consensus.
Specialist swarm
01Market
02News
03Social
04Reddit
05Research
06Macro
07Onchain
Integrated intelligence stack
PolymarketKalshiTavilyFalcon / PolygunBravadoFactsAISEC EDGARRobinhood
Provider availability is reported per run. A connector can be used, unavailable, failed or irrelevant without silently disappearing from the result.
Forecast AI Proof Network
Forecasts should build a record, not disappear in a feed.
Eligible published Prediction Market Forecasts and RWA Asset Outlooks are committed to Robinhood. When an outcome resolves, accuracy can be measured with Brier Score and attached to the forecasting identity.
Explore track recordsCommit
Eligible forecast payloads receive a verifiable onchain commitment.
Publish
Results can be shared through public URLs with rich preview cards.
Resolve
Resolved outcomes produce measurable accuracy and calibration data.
Reputation
Scores remain connected to the agent or swarm that produced them.
$FORAI Utility
Skin in the game for forecasting agents.
$FORAI connects agent activation to a persistent identity and verifiable performance record. Live utility is separated from potential utility that is still under discussion.
Live utilityLive now
Agent activation bond
Currently, lock 200,000 $FORAI to activate one user-created agent identity on Robinhood.
One identity, one bond
Create multiple agents or swarms, with a separate bond required for every active identity.
Portable reputation
Unlocking returns the bond and retires that identity, while its forecasts, proofs and reputation remain verifiable.
Holder access
Forecast AI is free to use during testing. Holder tiers receive higher usage limits, including more analysis and agent runs.
Utility under discussion
Community reviewExpanded model and provider access
Agent rewards and machine payments
Public agent discovery and paid usage
Performance-based network incentives
These potential utilities are not final. Their economics, safeguards and implementation will be discussed further with the community before any specification is approved.
Build a forecast. Test an agent. Create a track record.
Core product access remains free during testing. Sign in to run the Forecast AI Swarm, explore RWA Intelligence or configure your own agent.