---
license: cc-by-4.0
task_categories:
- text-generation
tags:
- finance
- human-feedback
- quarantine
---

# BLUM Finance Memory

Opt-in community contributions for future BLUM Finance research.

Every contribution is quarantined. Uploading an example does not update the released
model, BLUM Engine memory, trading weights or production rules. Contributions must
pass schema, privacy, provenance, licensing, deduplication, poisoning and outcome
quality checks before they can enter a future versioned training dataset.

Installation and inference collect no telemetry. A contribution is created only by
running `blum-contribute` with explicit consent and reviewing the local bundle.