Forge Pool

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Frequently Asked Questions ​

This FAQ addresses technical, architectural, enterprise, and governance questions about Forge Pool as a Planetary Computer Infrastructure.

1. Identity & Fundamentals ​

What is Forge Pool? ​

Forge Pool is a Planetary Computer Infrastructure.

It is a globally distributed, deterministic execution substrate that coordinates compute, memory, and aggregation into one coherent runtime.

It executes probabilistic and parallel workloads across heterogeneous infrastructure while preserving:

  • determinism
  • auditability
  • replayability
  • execution integrity

Forge Pool is infrastructure — not an application.

Is Forge Pool cloud, HPC, or blockchain? ​

No.

Forge Pool is:

  • not a cloud provider
  • not a VM orchestrator
  • not a GPU marketplace
  • not a blockchain
  • not a tokenized compute grid

There are no chains, gas fees, staking, or mining.

It is a deterministic execution runtime spanning distributed hardware.

What makes Forge Pool different from cloud platforms? ​

Cloud platforms provide machines.

Forge Pool provides execution semantics.

With Forge Pool:

  • you do not manage clusters
  • you do not provision VMs
  • you do not scale instances
  • you do not orchestrate GPUs

You submit workloads. The planetary runtime executes them deterministically. You receive replayable, verifiable artifacts.

Is Forge Pool a prediction engine? ​

No.

Forge Pool does not produce single predictions.

It produces:

  • probability distributions
  • percentile bands (P50, P90, P99)
  • instability indicators
  • execution traces

It exposes uncertainty instead of collapsing it.

2. Architecture & Determinism ​

How is the system structured? ​

Forge Pool consists of five layers:

  1. Web Core — identity, policy, billing, lifecycle
  2. Hub — deterministic orchestration
  3. Agent Mesh — shard execution
  4. Aggregation Engine — percentile fusion & verification
  5. Memory Fabric — artifact persistence & replay

See Architecture.

What happens if an Agent fails? ​

The Hub:

  • detects incomplete shards
  • reassigns execution
  • rebalances capacity
  • preserves deterministic correctness

Workload integrity is maintained.

How is correctness verified? ​

Depending on workload:

  • redundant shard execution
  • deterministic seed control
  • output checksums
  • cross-agent validation
  • statistical consistency verification
  • Proof-of-Compute™ signatures

Invalid shards are rejected and rerun.

Can results be reproduced exactly? ​

For numeric workloads: yes.

Forge Pool supports:

  • seed pinning
  • deterministic FP modes
  • adapter-level reproducibility controls

Media workloads may exhibit minor codec variation.

Replay artifacts allow independent verification.

3. Memory & Data Handling ​

What is the Memory Fabric? ​

Forge Memory Fabric provides:

  • blob storage
  • distributed KV state
  • numeric virtual memory (VMem)
  • execution traces
  • replay tokens

Distributed compute without memory is incomplete. Memory transforms distributed nodes into a computer.

Do Agents see my business data? ​

No.

Agents receive only shard-level parameters such as:

  • numeric arrays
  • matrices
  • Monte Carlo parameters
  • video segments

They never receive:

  • API keys
  • credentials
  • global context

Shard payloads are minimal and isolated.

How are large inputs handled? ​

Three mechanisms:

  1. Inline parameters (small workloads)
  2. Blob references (object storage)
  3. Segmented streaming (media pipelines)

Inputs are never broadcast globally.

4. Performance & Scaling ​

Does adding more Agents improve speed? ​

Yes.

Many workloads scale near-linearly.

Examples:

  • Monte Carlo iterations
  • ETA risk simulation
  • distributed BLAS
  • transcoding

See Benchmarks.

How many Agents can participate in a job? ​

There is no fixed upper bound.

Typical deployments:

  • 10–50 Agents → low latency analytics
  • 50–200 Agents → operational risk
  • 200–500+ → research & heavy modeling

Capacity increases with network density.

Does network latency affect performance? ​

Not materially.

Shards are compact, compressed, and deterministic.

Compute time generally dominates transport time.

5. Security & Compliance ​

Is communication encrypted? ​

Yes.

  • QUIC with mutual TLS
  • encrypted shard payloads
  • encrypted aggregation
  • enterprise isolation options
  • sanitized logging

Where is Forge Pool hosted? ​

Deployment models:

  • Public Global Hub
  • Dedicated Enterprise Hub
  • Private / On-Premise Hub

Is Forge Pool compliant with regulated environments? ​

Forge Pool supports:

  • deterministic audit trails
  • adapter version pinning
  • geography-aware routing
  • retention controls
  • workload isolation

Enterprise deployments can be tailored to compliance regimes.

6. Economics & Credits ​

How does billing work? ​

Billing is proportional to:

  • iteration count
  • compute intensity
  • memory usage
  • redundancy level
  • shard volume

Internal failures are not billed.

See Economy - Credits.

Are there tokens or crypto requirements? ​

No.

Credits are operational accounting units — not speculative assets.

7. Running Nodes ​

Who can operate an Agent? ​

Individuals, enterprises, research institutions, or data centers.

What hardware is required? ​

Minimum:

  • 2 CPU cores
  • 2 GB RAM

Recommended:

  • 4–32 cores
  • SSD
  • stable internet

GPU support depends on workload class.

How are payouts calculated? ​

Based on:

  • verified compute contributed
  • uptime
  • correctness rate
  • throughput
  • hardware class

See Economy - Payouts.

8. Developer & Integration ​

Is there an SDK? ​

Yes.

SDKs exist for common languages, but all functionality is available via HTTPS + JSON.

Can I build custom adapters? ​

Yes.

Adapters are the world-interface layer.

Enterprises may build:

  • private adapters
  • partner adapters
  • domain-specific kernels

Adapters extend the runtime without modifying the core.

See Adapters Overview.

Can I chain workloads? ​

Yes.

Execution graphs may combine adapters:

ETA → Risk → Finance → VMem → BLAS → Aggregation

Forge Studio provides visual orchestration.

9. Governance & Stability ​

Does Forge Pool require crypto or staking? ​

No.

There is no mining, staking, or token economy.

How is network congestion handled? ​

Hub prioritization considers:

  • enterprise SLAs
  • pre-allocated capacity
  • workload class
  • fairness policies

10. Is Forge Pool production-ready? ​

Yes.

  • millions of iterations per second
  • live logistics and risk testing
  • stress-tested orchestration
  • internally audited architecture

Where should I begin? ​

Forge Pool is not optimized for convenience.

It is optimized for execution integrity.