What we own, what we get paid for, and the firewall

We disclose every commercial interest that could bias what you read here. This page is the single source of truth; if anything on the site contradicts it, this page wins.

Ownership

Local AI Frontier is owned and operated by Edgar. We also own MoreYess, a local-first sales-practice product that appears on this site as a disclosed "Built on the Frontier" case study. We will never review MoreYess as if it were an independent product, and we will never publish a MoreYess recommendation that isn't labeled as owned.

⚠ OWNED PRODUCT · MOREYESS

MoreYess offer — the only authoritative facts

MoreYess pricing and terms are stored in a single canonical file (content/products/moreyess.yml) that every page reads from. This is the offer:

• Current tier: Founding Member License — $97.
• Regular tier (after founding): Regular License — $197.
• Limit: first 50 customers at the founding price.
• Included: lifetime access and all future updates.
• No free trial — there is no trial, and we will not advertise one.

Affiliate links

Some links to hardware (GPUs, prebuilt systems, components) may be affiliate links. If you buy through them, we may earn a commission at no extra cost to you. Affiliate links are marked at the point of the link, never buried in fine print. Affiliate relationships never determine our benchmark results or rankings.

Sponsorships

We do not currently accept sponsorships. If we ever do, sponsored content will be labeled at the top of the page, will never appear in benchmark reports, and will be kept structurally separate from editorial content.

The editorial firewall

Benchmark results are determined only by what the hardware does. Commercial considerations — affiliate payouts, ownership of MoreYess, future sponsorships — have zero input into which numbers we publish, how we frame them, or whether a result is favorable. We publish negative results and dead ends (see the "Failures" sections) for exactly this reason.

Independent reviewer check

Every published benchmark is reviewed by a second pass — currently Edgar wearing a separate reviewer hat, with plans to bring in an external reviewer as volume grows. The reviewer signs off that the record traces to the raw evidence and the limitations section is honest.

Changes to this page

Any change to ownership, affiliate relationships, or the MoreYess offer is logged on /corrections with a date. We do not silently edit commercial relationships.