Skip to content

darks0l/synthference

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Synthference banner

Built by DARKSOL

Synthference

Status Category Focus Spec License

Synthetic inference rights - a general primitive for representing, routing, and settling future compute access.

What it is

Synthference is a concept and protocol direction for turning inference access into programmable rights over future compute instead of raw prepaid credits, provider-locked balances, or debt-backed service guarantees.

A Synthference position can express:

  • compute class
  • quality band
  • latency band
  • time window
  • max deliverable units
  • fallback rules
  • settlement outcomes

Why

Today, compute access is usually packaged as:

  • API keys
  • provider credits
  • fixed subscriptions
  • marketplace resale of opaque balances

Those models are brittle, provider-specific, and hard to route across heterogeneous supply.

Synthference reframes compute access as a bounded, time-scoped claim on future inference capacity that can be:

  • acquired
  • routed
  • rebalanced
  • partially fulfilled
  • gracefully degraded
  • settled by outcome

Core idea

Instead of promising infinite service and introducing hidden insolvency or hard cutoffs, Synthference models compute access as bounded synthetic rights.

That means:

  • no assumption of perfect real-time fulfillment
  • explicit fallback behavior under stress
  • portable rights across providers and networks
  • cleaner secondary markets for future compute
  • better agent-native control over inference policy

Primitive shape

A right may define:

  • capacity type - text, image, video, embeddings, agent runtime, GPU-seconds
  • priority - premium, standard, background
  • latency - realtime, interactive, batch
  • scope - provider set, model family, privacy or jurisdiction constraints
  • window - start, expiry, or rolling epoch
  • units - requests, tokens, jobs, frames, seconds
  • fallbacks - acceptable substitutions if ideal execution is unavailable
  • settlement - full, fallback, partial, expired, failed

Early framing

Synthference is intended as a general primitive, not a single-network product.

It should be usable across:

  • centralized inference APIs
  • decentralized node networks
  • local/private clusters
  • enterprise compute pools
  • hybrid agentic routing systems

Initial thesis

The right abstraction for inference may not be:

  • a token for API usage
  • a prepaid provider balance
  • or a debt-like service promise

It may be a synthetic right to future compute, with programmable routing and bounded settlement.

Spec

Next

  • tighten schema examples and add reference JSON fixtures
  • decide whether package objects belong in the base schema or stay as registry extensions
  • extend the current Hardhat validation lane with lifecycle, split, freeze, finalize, and transfer-gating tests
  • prototype one concrete Base implementation slice (RightRegistry + SettlementAnchor)

Built with teeth. 🌑

About

Synthetic inference rights — a general primitive for future compute access

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors