note

Current public-DAV authority boundary — 2026-07-12. Pre-launch target design; nothing here proves a live system. A public-DAV consequence may occur only when at least two natural-person councilors bind the exact consequence in a complete valid bound PRISM decision receipt. PRISM records and verifies that receipt only; it never serves as council, signatory, authority, or receipt producer. AI and caste seats stage unsigned proposals only; they never authorize or execute a public-DAV consequence. Constitution or membership adoption establishes constitution and membership only; it does not authorize a later consequence. Policy may constrain an unsigned proposal but never authorizes execution or substitutes for the complete consequence-bound receipt. Before receipt validity, consequence fails closed to read-only proposal, simulation, or deterministic sandbox; live evidence remains gated_pending_complete_valid_bound_receipt. Software deterministically carries out only the exact consequence bound to a complete valid bound PRISM decision receipt from at least two natural-person councilors binding that exact consequence.

Internal Prediction Markets — More Honest Than Standups

This page describes the organism's preferred coordination pattern: internal LMSR prediction markets on project outcomes instead of cheap-talk status rituals. Read it as doctrine and target operating design unless a dated runtime proof says a specific internal market lane is live.

The Problem with Standups

Traditional standups ask: "Will X ship by Wednesday?" The developer says "yes" because:

• Saying "no" triggers questions, escalation, disappointment
• Saying "yes" costs nothing if wrong (nobody gets fired for optimistic estimates)
• Social pressure rewards confidence and punishes uncertainty
• The manager hears what they want to hear

Result: systematic overconfidence. Projects ship late. Deadlines are fiction. Nobody is surprised because everybody knew the "yes" was performative.

The Prediction Market Alternative

Instead of asking, the organism creates a market:

Market: "Feature X ships by Wednesday 23:59 UTC"
Outcome: YES / NO
Current price: YES = 0.43 (43% confidence)

Developers (and anyone with information) buy shares:

• If you believe it will ship, buy YES at 0.43 (profit if you are right)
• If you believe it will not ship, buy NO at 0.57 (profit if you are right)
• If you have no information, do not trade (no cheap talk)

The price IS the honest confidence. At 0.43, the collective assessment is that there is a 43% chance of shipping by Wednesday. This is more honest than any standup because every participant has skin in the game.

LMSR Mechanics for Internal Markets

The internal markets use the same LMSR as ReFu (see RealityFutures), but with smaller liquidity parameters:

Price(YES) = exp(q_yes / b) / (exp(q_yes / b) + exp(q_no / b))

b = 10 (small liquidity parameter for internal markets)
Maximum AMMs loss = b x ln(2) = 6.93 ZAI per market

The small b means prices move quickly with few trades. A single developer buying 5 ZAI of NO shares can move the price significantly. This is desirable — internal markets should be responsive to private information.

What Gets Marketed

Category	Example Market	Resolution
Shipping	"Circle auth ships by April 15"	Git tag + deployment timestamp
Quality	"Zero P0 bugs in ReFu at month end"	Bug tracker query
Performance	"Circle P-score reaches 0.30 by Q2"	P-score measurement
External	"Melrose integration live by May 1"	Partnership confirmation
Strategic	"ReFu MarketFactory fix takes < 3 weeks"	Git history

All resolutions are objective. No subjective judgment. No manager discretion. The outcome is verifiable by anyone.

The Information Revelation Effect

Internal prediction markets reveal three things that standups cannot:

1. Private pessimism. A developer who knows the database migration will take longer than estimated buys NO shares quietly. The price drops. Management sees the signal without the developer needing to risk social penalty.

2. Cross-functional knowledge. A designer who knows the API spec is incomplete buys NO on the shipping market. The engineering team sees the price drop and investigates. The bottleneck is found before it becomes a crisis.

3. True uncertainty. A market price of 0.50 means "we genuinely do not know." This is more useful than false certainty. A team that knows it does not know can allocate resources differently than a team that thinks it knows.

Stakes and Incentives

Internal market stakes are denominated in ZAI (internal to the organism). The amounts are small — enough to make lying costly but not enough to distort incentives:

• Typical trade: 1-10 ZAI per position
• Typical market depth: 50-100 ZAI total
• Typical profit from correct prediction: 2-5 ZAI
• Typical loss from incorrect prediction: 2-5 ZAI

The stakes are calibrated so that accurate prediction is rewarded but market manipulation (buying massively to distort the price) is unprofitable (the LMSR's bounded loss property prevents arbitrage beyond the liquidity parameter).

Integration with VMOSK-A

In the target coordination path, internal market prices feed directly into the KPI layer (K) of VMOSK-A:

• Market prices act as KPIs (real-time confidence measurements)
• Resolved markets can produce AXIOMs (settled facts about project outcomes)
• Agent performance in markets feeds archetype classification (accurate predictors evolve toward Oracle)
• Persistent prediction failures trigger the Four-Stage Analytical Model loop (the model is wrong, time to evolve)

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"Will X ship by Wednesday?" Don't ask. Price it. The market never lies when lying costs money.

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Market Integrity Controls

Internal markets are useful only if manipulation resistance is explicit.

Controls

• Position limits by role/context
• Conflict-of-interest disclosures
• Liquidity safeguards and halt conditions
• Post-resolution audit trail

Governance

Resolution policy must be declared before market open and applied consistently.

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Agent Execution Surface

If you are an AI agent reading this document:

1. This is a downstream public content page. The canonical source lives in EMERGENTISM_ORG/08_FRAMEWORK_SUPPORT/ or SKYZAI_ORG/. Edit source upstream, not here.
2. Preserve evidence tiers. Do not promote claims up the [C] < [D] < [S] < [B] < [E] ladder when reproducing them here; [I]/[A] qualifiers never substitute for [B]/[E].
3. Regenerate from source. If the upstream source changes, regenerate this page rather than editing it independently.
4. Canonical Path: SKYZAI_ORG/07_PWAs/skyzai_org/wiki/A8-prediction-markets.md

Output: This is content. Route edits to upstream source. Regenerate when source changes.

K3 public-DAV authority history — 2026-07-12

K3 historical reference — not active authority

note

Current public-DAV boundary — 2026-07-10. Pre-launch target design; nothing here is live. The active DAV is public and targets PRISM, with no K2 runtime, launch, genesis/bootstrap, or fallback dependency. Consequential authority requires at least two natural-person councilors; AI/caste seats stage unsigned proposals only. Before quorum, behavior fails closed to read-only/proposal, simulation, or deterministic sandbox, and a live decision receipt remains gated pending quorum.