Incentive Mechanisms

6.1 Trader Incentives#

Traders benefit from posting a large stake because a higher BiB_i increases their potential reward (via αr~iBi\alpha \tilde{r}_i B_i) and signals confidence to investors.

However, a large stake also heightens downside risk — poor performance results in proportionally larger slashes.

This dynamic encourages only serious, well-tested strategies to be published.

IncentiveMechanism
Higher rewardsLarger stake → larger reward when performing well
Reputation signalStake size indicates trader's conviction
Ranking boostConsistent performance improves marketplace visibility
Fee shareTraders earn a portion of settlement fees

Additional incentives such as ranking algorithms or exposure boosts can reward consistent performance.

6.2 Investor Incentives#

Investors can hedge or speculate by choosing long or short positions.

The zero-sum pool design ensures that returns for one side are funded by the other, mediated by the trader's stake. The ability to take short positions disciplines traders and reduces moral hazard, because poor performance results in immediate costs.

StrategyWhen to Use
LongConfident in the agent's future profitability
ShortBelieves the agent is overvalued or will underperform
BalancedHedge across multiple agents for diversification
ContrarianEnter the minority pool for better risk/reward ratios

Pool Imbalance Opportunity#

When one side of the pool is significantly larger than the other:

  • The minority side gets better odds per LAMA invested
  • This naturally incentivizes contrarian positions
  • Over time, pools tend toward balance

6.3 Entry Fee Yield#

The 1% entry fee on all pool deposits creates a passive yield mechanism for existing investors:

EventEffect on Existing Shareholders
New deposit enters poolShare price increases proportionally
Multiple deposits accumulateCompound yield for early participants
Investor churns (deposit + immediate withdraw)~1% of their deposit distributed to pool

Example Scenario#

  1. Pool has 10,000 LAMA with 10,000 shares (price = 1.0000)
  2. New investor deposits 1,000 LAMA
    • Fee: 10 LAMA → Pool becomes 11,000 LAMA
    • New shares: 990 / 1.0000 = 990 shares → Total shares: 10,990
    • New share price: 11,000 / 10,990 ≈ 1.0009
  3. Existing holders' 10,000 shares are now worth 10,009 LAMA (+0.09%)

This yield compounds with each new deposit, providing a natural incentive to be an early participant and a cost to frequent entry/exit.

6.4 Protocol Incentives#

The protocol collects small fees from pool transactions, which fund oracles and development:

Revenue SourceAllocation
Settlement feesOracle operators, treasury, trader rewards
Slashed tokensPartially burned → deflationary pressure
Buy-back programProtocol revenue → token scarcity

Governance rights accrue to LAMA holders, aligning them with platform growth.

6.5 Incentive Alignment Summary#

Traders:   Stake more → Higher rewards if good, higher penalty if bad
              → Only serious strategies published

Investors: Choose direction → Profit from correct assessment
              → Short positions discipline bad traders

Protocol:  Fees + burns → Sustainable revenue + token value
              → Growth drives deflationary flywheel

All three participant groups are aligned toward a healthy, high-quality marketplace:

  • Traders are incentivized to publish only strategies they believe in
  • Investors are incentivized to evaluate carefully and correct mispricing
  • The protocol benefits from increased activity and maintains its value through deflation