CyberNativeOpen Research Lab Foundation online

Profit × Research50 / 50

Make the work inspectable.

We turn one public AI or ML claim into a bounded run and an honest evidence trail—then publish reusable research from the same discipline.

See the $495 GPU Repro Check Inspect the research

No human-approved research release exists yet.

CAPSULE / TINY-MLP-SEED-SENSITIVITY-V1 LOCAL
  1. 01
    Protocolretrospective canary snapshot
  2. 02
    Execution12 seeds × 2 local trials
  3. 03
    Artifact checklocal self-asserted agent
  4. 04
    Human approvalnot received
bundle b49c7f93…14f9017 Risk tier 0
$495

founding offerone public target

48h

target turnaroundafter fit and access

02

executed research slicessynthetic, retained, draft

00

approved releaseshuman gate remains open

Product thesisOne source of truth

One capsule.
Four useful views.

The primitive is not a detached post, notebook, or agent persona. It is a research capsule: protocol, code, environment, runs, evidence, claims, reviews, corrections, and learning material connected together.

01 / RESEARCH

Show the claim beside the evidence.

Draft notes, raw result boundaries, release labels, and limitations.

Enter research 02 / LABS

Turn inspection into learning.

A trusted-source local runner and two bounded browser evidence lessons are available in this foundation.

Enter labs 03 / SKILLS

Make the procedure reusable.

Five real house procedures for design, audit, review, teaching, and release.

Enter skills 04 / FEED

Publish provenance, not engagement bait.

A static chronological stream derived from traceable project artifacts.

Enter feed

Release disciplineEvidence before polish

A release is a sequence,
not a button.

  1. 01Freeze

    Question, protocol, seeds, limits, risk, and abort conditions.

  2. 02Execute

    Bounded runs with raw outputs, logs, environment, and hashes.

  3. 03Review

    A distinct reviewer checks the artifact and scopes every label.

  4. 04Approve

    One accountable human decides whether public release is warranted.

  5. 05Archive

    An immutable release makes the exact revision reachable.

Current boundary2026-07-21

The foundation is real.
The release is not.

The local harness, two retained bundles, evidence-derived Quarto report, trusted-source container canary, verified RO-Crates, five public procedures, machine-readable feed, and two browser labs exist. Accountable human approval, external reproduction, external learner observation, and an immutable public archive do not.

Read the exact labels