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Synaptika

Synaptika Litepaper

3. Economics

3.1 Token Architecture

The protocol employs a dual-token model:

Synaptika Token (fungible): The protocol’s native utility and governance token. Used for:

  • Staking by node operators and pool curators as collateral against service commitments.
  • Payment of protocol fees.
  • Governance participation in protocol parameter decisions.

VPI Token (non-fungible / semi-fungible): A token representing ownership of a specific Virtual Private Instance. Each VPI token encodes:

  • The pool it is bound to.
  • The capacity allocation it represents.
  • Its current state (active, leased, suspended, released).
  • Metadata including model, region, and throughput guarantees.

3.2 Minting and Owning a VPI

Minting: To mint a VPI, a user commits Synaptika Tokens against available pool capacity. The minting process:

  1. User selects a pool and desired capacity allocation.
  2. Protocol verifies sufficient available capacity in the pool.
  3. User commits the required Synaptika Tokens.
  4. A VPI Token is issued, and the corresponding capacity is reserved in the pool.

Using (Inference): Active inference through a VPI is priced on a pay-as-you-go basis in USD-denominated units (per million input/output tokens). This separates the capital cost of owning the VPI from the operational cost of using it -- owners pay for capacity rights via tokens, and for actual usage via standard inference pricing.

Transferring: VPI Tokens are freely transferable on-chain. Transfer of the token transfers all associated capacity rights to the new holder. The pool does not differentiate between original and subsequent owners.

Releasing: An owner may release a VPI, returning the capacity allocation to the pool. The release process includes a cooldown period to prevent rapid speculation and ensure orderly capacity management. Upon release, a portion of the original minting commitment is returned based on the VPI’s remaining value and pool conditions.

3.3 Node Registration and Obligations

To register a node on the network, an operator must:

  1. Install and configure the Synaptika sideloading software.
  2. Publish a capability manifest (hardware profile, location, available capacity).
  3. Stake Synaptika Tokens proportional to the capacity being offered.

The stake serves as collateral against the node’s service commitments. Penalties for non-performance include:

  • Partial slashing for intermittent downtime or degraded performance.
  • Reputation score reduction, affecting the node’s eligibility for high-value pools.
  • Ejection from the pool for sustained non-performance, with a cooldown period before re-admission.

3.4 Pool Economy

Creating a Pool: Pool creation requires a Synaptika Token stake from the curator, representing their commitment to maintaining the pool’s quality of service. The curator defines the pool’s parameters: model, region policy, pricing, reserve margin, and node admission criteria.

Joining a Pool: Node operators apply to join a pool by committing a specified capacity allocation. The pool curator (or, in the early stages, Synaptika) approves or rejects applications based on the node’s capability manifest and reputation score. Accepted nodes begin serving inference traffic after a verification period.

Pool Rewards: Revenue generated by VPIs minted against a pool is distributed across the pool’s stakeholders:

  • Node operators receive a share proportional to their committed and utilized capacity.
  • Pool curators receive a fee for coordination, curation, and quality management.
  • Protocol treasury receives a protocol fee.

Reputation System: Nodes and pools accumulate reputation scores based on measurable performance metrics: uptime, latency, throughput consistency, and response to failover events. Reputation influences:

  • A node’s eligibility for premium pools.
  • A pool’s attractiveness to VPI minters (higher reputation pools may command higher pricing).
  • Reward multipliers — high-reputation participants may earn enhanced yields.

3.5 Open Questions

The following items are acknowledged as open design questions that will be resolved through testnet experimentation, governance processes, and ecosystem feedback:

  1. Tokenomics: Exact minting costs, release depreciation curves, and token supply dynamics.
  2. Slashing parameters: Thresholds, rates, and appeals processes for node penalties.
  3. Reward distribution: Fee splits between node operators, pool curators, and protocol treasury.
  4. Reputation scoring: Methodology, decay functions, and weight in pool admission and reward calculations.
  5. Validator design: Consensus mechanism, validator set composition, and relationship to service monitoring.
  6. VPI pricing models: How pool-level pricing translates to VPI value and secondary market dynamics.
  7. Reserve margin requirements: Minimum and recommended over-provisioning ratios for pools.
  8. Governance framework: How protocol parameters are updated and who participates in governance decisions.

These questions are intentionally left open. Synaptika’s approach is to prove mechanism design through live experimentation on the incentivized testnet before committing to fixed parameters.

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