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betterwithage  updated a dataset about 12 hours ago
SZLHOLDINGS/szl-lake
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SZLHOLDINGS/killinchu-osint-corpus
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SZLHOLDINGS/a11oy
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SZL HOLDINGS
Governed decision infrastructure

Control before action.
Evidence after.

Governed models and systems for decisions that must survive scrutiny.

Artifact type, evidence, and runtime state remain separate.

Choose your path Inspect evidence View source
Choose a mission

One front door. Four focused paths.

Move directly from the mission to its source, boundaries, and current evidence.

01 / Command

Govern the action

Bounded tools and receipts. Provider, signing, readiness, and authorization stay separate.

Open a11oy ->
02 / Intelligence

See the mission

Live-feed fusion when dependencies answer; samples stay labeled. Public actuation is SIMULATED—no live weapon command or production authorization.

Open Killinchu ->
03 / Models + data

Inspect the artifact

Weights, data, software, and recipes—with lineage and explicit limits.

View portfolio ->
04 / Evidence

Verify outside the UI

Receipts, replay, proof sources, and current-state readback.

Inspect evidence ->
One governed loop

Six stages. One accountable path.

Propose, validate authority, act within bounds, and emit a portable receipt.

  1. SignalObserve and attribute the request.
  2. ReasonGround the proposal in disclosed context.
  3. PolicyAllow, require approval, or refuse.
  4. ActExecute only inside the permitted bound.
  5. ReceiptBind inputs, policy, action, and outcome.
  6. VerifyReplay evidence outside the product UI.
Hugging Face portfolio

Five artifact classes. No category shortcuts.

A model-shaped repository can contain weights, software, a surrogate, or a recipe. Each class carries a different publication and evaluation contract.

Current state

Status is linked, not hardcoded.

These endpoints may change without a card edit. A historical mirror, cached screenshot, download count, or green badge is not a current-state source.

Canonical sources

Evidence and runtime are separate axes.

A signature establishes integrity and origin within scope. It does not automatically establish quality, safety, compliance, adoption, profitability, or authorization to operate.

  • PROVED
  • MEASURED
  • REPORTED
  • MODELED
  • CONJECTURE
  • ROADMAP

The dataset SZLHOLDINGS/SZLHOLDINGS is a HISTORICAL profile mirror, not a current organization card, inventory, or runtime source.

Build, evaluate, verify

Move from model output to accountable action.

Start with the artifact type, follow the evidence, check current state, then reproduce the exact path from source.

Enter a11oy Read documentation Review limitations

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