Black Box Notes

On opacity, auditability, and the limits of trust in modern AI systems.

Accountability

Disclosure Ledger

The authoritative running list of every commercial relationship the publication has. Entries are dated, named, and characterised. A publication that writes about opacity has an obligation to keep its own disclosures legible to the reader.

What goes on the ledger

Any standing commercial relationship between Black Box Notes (or its publisher Lumenwhite Media Holdings) and a counterparty whose products, behaviour, or regulatory exposure the publication might cover. Includes parent-entity relationships, sponsorships (currently: none accepted), event partnerships (currently: none accepted), and any service agreement with a publisher portfolio entity. New entries appear here on the date the publication accepts the relationship. Material changes to an existing entry trigger a dated revision below the entry.

Parent-entity relationship: Lumenwhite Media Holdings & Web4Guru

Counterparty
Lumenwhite Media Holdings Pte Ltd; Web4Guru
Nature
Publishing relationship and parent-entity ownership
Scope
Publication-wide. Affects all coverage that touches Web4Guru, Web4OS, the ROGA recording project, and the named operator of those entities.
Compensation
The publication is funded by Lumenwhite Media Holdings as a long-horizon editorial property. The publisher receives no editorial output as a commissioned deliverable; the publication's editorial control rests with the named bylines as described on the About page.
Controls
Coverage that touches the Web4Guru group is disclosed at the head of the relevant piece, in the byline block, and again here. Coverage decisions are made by the named bylines. The publisher does not approve, review, or commission specific articles. Requests to alter or soften coverage, were any to occur, would be published in full.
Duration
Open-ended. The publication will publish material revisions to this relationship within fourteen days of their effective date.

See also: Publisher statement , Editorial guidelines §1 .

Future entries

The ledger expands when the publication or its publisher takes on a new standing relationship of the kind described above. Categories the publication does not currently have, and would publish on entry: vendor sponsorships, event partnerships, conference-stage placements, paid sponsorships in the newsletter, affiliate revenue, advertising. Today, the ledger has one standing entry; we anticipate that being the case for as long as the publisher's funding arrangement holds.

What this ledger does not list

  • Service providers. Hosting, email, font, and search providers that handle the publication's infrastructure are listed in the privacy policy, not here, because their relationship is to the publication's infrastructure rather than to its editorial coverage.
  • Subscription revenue. The publication does not currently charge for access. If it does in future, the structure will be disclosed here on the date the subscription opens.
  • Editorial sources. Sources are protected under the publication's standing sourcing rules. The ledger does not name them. The Editorial Guidelines describe the framework.
  • Individual contributor income. Contributor compensation is discussed in the publication's Editorial Guidelines §13. The ledger does not list per-piece rates.

How a reader can dispute an entry

Send corrections to corrections at blackboxnotes dot com. The publication responds within five business days. Substantive corrections appear on the entry with the date of revision and the original text preserved.

Why publish this

Because the publication's editorial position is that disclosure is a property of how an institution behaves under sustained reader attention, not a paragraph at the bottom of a press release. The ledger is the publication's attempt to behave the way the publication's coverage asks others to behave.