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Credits
Credits are the normalized unit of verified execution across Forge Pool.
They provide a shared economic and accounting unit across heterogeneous workload classes and infrastructure environments.
Credits allow organizations to reason about execution usage without directly modeling:
- hardware ownership
- machine topology
- provider mix
- infrastructure regions
- runtime heterogeneity
Forge Pool uses Credits to create a stable, replay-compatible accounting layer across the planetary execution runtime.
1. Core Principle
A Credit represents a normalized amount of:
verified execution
—not raw infrastructure time.
Credits derive from finalized execution accounting records and are structurally tied to:
- deterministic execution
- workload attribution
- replay compatibility
- settlement integrity
This ensures that Credits remain connected to measurable computation rather than opaque infrastructure estimation.
2. Why Credits Exist
Without a normalized execution unit, different workload classes become difficult to:
- compare
- forecast
- govern
- budget
- reconcile
- settle consistently
Credits allow organizations to reason about execution economically across many workload types through one shared accounting abstraction.
Instead of asking:
How many machines, for how long, in which region?
organizations can ask:
How many Credits does this execution pattern consume?
This simplifies operational and financial coordination across heterogeneous runtime conditions.
3. What Credits Represent
Credits normalize execution across workload dimensions such as:
- compute intensity
- memory intensity
- aggregation complexity
- bandwidth characteristics
- artifact generation
- replay requirements
- workload-specific execution semantics
- heterogeneous hardware participation
The goal is not to hide infrastructure complexity.
The goal is to expose a stable accounting unit across a distributed execution system whose underlying infrastructure may continuously evolve.
4. Relationship to Execution Accounting
Credits are downstream of execution accounting.
Execution accounting determines:
- which workloads become finalized
- what execution becomes attributable
- how replay references are attached
- which provider contributions are recognized
- when settlement becomes canonical
Credits are then derived from those finalized execution records.
See Execution Accounting.
5. Credit Stability
Forge Pool treats Credit stability as an architectural requirement.
Credits are intended to remain:
- deterministic
- replay-compatible
- infrastructure-neutral
- operationally predictable
- suitable for enterprise accounting workflows
The meaning of a Credit should not arbitrarily fluctuate due to:
- provider changes
- hardware mix evolution
- runtime topology changes
- infrastructure ownership changes
This stability is important for:
- enterprise budgeting
- forecasting
- procurement review
- internal reconciliation
- ecosystem trust
6. Credit Versioning
Forge Pool may evolve Credit calculation methodologies over time.
Where meaningful changes occur, Forge may introduce:
- versioned accounting semantics
- workload-class adjustments
- updated normalization policies
- specialized execution-class weighting
Versioning exists to preserve:
- operational continuity
- replay integrity
- accounting predictability
- enterprise compatibility
Future evolution will preserve deterministic accounting principles.
7. Credit Profiles by Workload
Different workload classes may have different Credit profiles.
Illustrative examples may include:
- probabilistic iteration volume
- matrix operations by size and precision
- graph propagation complexity
- media transformation duration and profile
- replay-heavy execution classes
- artifact-intensive workloads
- memory operations by replication or access behavior
Profiles are designed to remain:
- stable
- transparent
- versionable
- settlement-compatible
Exact commercial values may depend on:
- deployment model
- execution class
- governance policy
- enterprise agreement
8. Credits and Replay
Replayability is part of the Credit trust model.
Replay support may allow organizations to:
- validate historical execution
- audit accounting behavior
- reproduce workload attribution
- investigate settlement anomalies
- verify execution integrity
Replay references may remain associated with Credit-bearing workloads.
Replay does not necessarily imply free re-execution.
Commercial treatment of replay workloads may depend on execution policy and agreement.
9. Credits and Adapters
Adapters do not bypass the Credit system.
Adapters translate domain-specific logic into canonical Forge execution semantics, after which usage remains attributable through the shared accounting model.
This allows:
- multiple adapters
- multiple industries
- multiple execution classes
to participate in one coherent economic system while preserving workload-specific behavior.
10. Evaluation and Trial Usage
Forge Pool may provide evaluation usage through:
- sandbox environments
- trial Credits
- pilot allocations
- proof-of-concept execution pools
Evaluation usage may remain logically separated from production settlement records.
This allows organizations to experiment without affecting production accounting structures.
11. Monitoring Credit Usage
Credit usage may be visible through dashboards and programmatic interfaces.
Illustrative visibility may include:
- current-cycle consumption
- workload-level attribution
- project or organizational usage
- adapter-level usage
- replay-linked accounting records
- historical trends
- anomalous usage detection
This makes Credits useful both operationally and financially.
12. Enterprise Use Cases
Credits support enterprise workflows such as:
- budgeting
- forecasting
- procurement review
- internal chargeback
- organizational segmentation
- operational governance
- usage reconciliation
Because Credits are infrastructure-neutral, organizations can reason about execution economically without modeling low-level runtime topology.
13. Relationship to Economic Integrity
Credits are part of a broader execution-native trust system.
Their usefulness depends on:
- deterministic attribution
- replay compatibility
- execution verification
- provider integrity
- settlement correctness
- ledger-backed accounting
See Economic Integrity.
14. Future Evolution
The Credit system may evolve to support:
- advanced execution classes
- replay-aware accounting policies
- marketplace-native settlement
- delegated enterprise accounting
- hybrid execution economies
- workload-specific normalization extensions
Future expansion will preserve replay-compatible accounting semantics.
15. Summary
Credits are the normalized economic unit of verified execution across Forge Pool.
They provide:
- one shared accounting abstraction
- many workload classes
- replay-compatible attribution
- infrastructure-neutral settlement
- enterprise-compatible forecasting
- deterministic accounting semantics
Credits allow the Forge runtime to express planetary-scale execution through a stable and auditable economic model.