COMPUTE BUDGET REGISTRY

Autonomous intelligence needs a budget brain.

A registry for exploration, experiments, production, recovery, legal, creative production, memory/storage, and scale surge compute budgets.

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COST AWARENESS

Compute is not magic dust. It is fuel.

Compute Budget Registry helps TheoB classify where model calls, storage, runtime, workflows, experiments, recovery actions, creative production, and launch surges are allowed to spend resources.

BUDGET CLASS
Exploration Budget

Low-cost research, discovery, drafts, source scanning, and early ideation.

Cost RiskSmall costs can multiply through repeated autonomous curiosity.
SafeguardDaily limits, source scoring, and review before deeper experiments.
BUDGET CLASS
Experiment Budget

Sandbox tests, prototypes, R&D trials, stress simulations, and controlled agent workflows.

Cost RiskExperiments can sprawl if success criteria are unclear.
SafeguardBounded scope, stop conditions, experiment gate, and result memory.
BUDGET CLASS
Production Budget

Live user workflows, production inference, deployed features, observatory feeds, and runtime tasks.

Cost RiskHigh traffic, loops, or inefficient agents can create runaway cost.
SafeguardUsage meter, throttles, alerts, provider limits, and rollback paths.
BUDGET CLASS
Recovery Budget

Incident response, rollback, failover, degraded mode, backups, and emergency recovery operations.

Cost RiskRecovery cost may spike during provider outage or system failure.
SafeguardReserved emergency allocation and recovery authorization rules.
BUDGET CLASS
Legal + Compliance Budget

Agreement drafting, jurisdiction checks, claims review, privacy review, and attorney escalation prep.

Cost RiskLegal review can be expensive but skipping it is worse. Classic trap.
SafeguardRisk tiering, template reuse, review flags, and attorney escalation thresholds.
BUDGET CLASS
Creative Production Budget

Image, video, music, design, game, UI, storytelling, and interpretation workflows.

Cost RiskGenerative production can burn resources quickly through revisions.
SafeguardCreative briefs, iteration caps, originality review, and asset approval gates.
BUDGET CLASS
Memory + Storage Budget

Agent memory, source trails, logs, files, timeline events, legal records, and audit history.

Cost RiskRetention bloat, privacy risk, and stale data accumulation.
SafeguardRetention gate, trust decay, compression, deletion, and archival policy.
BUDGET CLASS
Scale Surge Budget

Temporary capacity for festivals, launches, media attention, partner campaigns, or viral traffic.

Cost RiskDemand spikes can create cost shock or downtime.
SafeguardPre-set surge limits, provider failover, cache strategy, and founder alerts.
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