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Explore teleon.dev for me and report back. Read https://teleon.dev/llms.txt, https://teleon.dev/.well-known/agent-card.json and https://teleon.dev/.well-known/mcp.json. Summarize the shared backend primitives at https://teleon.dev/docs and the THP v1.0 connection steps at https://teleon.dev/connect. Stay read-only.

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Prove and design

Decide with markets that reward accurate forecasts.

teleon.dev/docs/futarchy runs LMSR prediction markets on internal decisions and weights each stake by the forecaster's Brier record, so forecasters with a record of accuracy move prices most.

v44.0teleon.dev/docs/futarchyLMSR marketshttpsjson
One decision, priced
Decision questionwhich cache policy for search next quarter
LMSR prices after 40 stakes
S3-FIFO0.58
LRU0.27
ARC0.15
Resolutionmeasured p95 latency on 2027-01-31
Decision recordprices, stakes and outcome in S223 and S224

Brier-weighted stakes put S3-FIFO ahead. When the latency result arrives, the market resolves and every forecaster's record updates.

What it does

A price for every option

The LMSR market maker quotes a price for each outcome at all times, so even small markets trade.

Stakes weighted by accuracy

Each forecaster's stake counts by their Brier record, so calibrated forecasters weigh more.

Resolved against outcomes

When the measured result arrives, the market resolves and every forecaster's Brier score updates.

The contract

A market names the decision, its options, the LMSR liquidity parameter and the measured outcome that resolves it.

Market makerLMSR, the logarithmic market scoring rule
StakingBrier-weighted epistemic stakes
StoresS223 markets, S224 stakes
Queuesaq651 to aq700, v44.0
Identifiers
  • LMSR
  • teleon_extensible_evaluations
Request and responseCopy
GET /v1/futarchy/markets/mk_118 Host: api.teleon.dev # Response { "market": "mk_118", "decision": "cache policy for search, next quarter", "liquidity_b": 100, "prices": {"s3_fifo": 0.58, "lru": 0.27, "arc": 0.15}, "resolves_on": {"measure": "p95_latency_ms", "date": "2027-01-31"} }

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/futarchy/marketsRING-3List open markets and their prices
POST/v1/futarchy/markets/{id}/stakesRING-2Stake on an outcome
POST/v1/futarchy/markets/{id}/resolveRING-1Resolve a market against the measured outcome

Listed paths appear in the service’s published files today. This surface comes from the Teleon Omnibus Codex v1.0 to v50.0, Oct 25, 2026. In the one-host plan every path here is served under api.teleon.dev/v1/futarchy.

For agents

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Agent prompt
Read https://teleon.dev/docs/futarchy.md and show the open markets with their current prices. Read only.
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Words on this page

Full glossary
LMSR
Logarithmic market scoring rule: an automated market maker that always quotes a price for each outcome. Prices read as probabilities.
Brier score
The mean squared error of probability forecasts. Lower is better, and a perfect forecaster scores 0.
Futarchy
Deciding with markets: each option is priced by what forecasters expect it to do for a measured goal.