Editorial standards & context
Disclaimer
The scope of our articles, how we use AI, our commercial interests and the conditions for reusing our work.
Last updated
What Mackin Digital publishes
Mackin Digital is an independent publication operated by Rodolfo Kindlmann Neto in Atlanta, Georgia, United States. It offers free articles and perspectives on AI, machine learning, Web3, blockchain, digital assets and emerging technology for general information, education and discussion.
Content is not tailored to your finances, business, technical environment or legal situation. Reading the site, registering for the newsletter or sending an email does not by itself create a professional advisory relationship.
Professional advice and risk
The site does not provide individualized financial, investment, legal or tax advice, trading signals, model portfolios or promises of return. Consult an appropriately qualified professional when your circumstances call for one.
Digital assets and emerging technologies can involve substantial losses, including loss of the entire amount invested, security failures, service interruptions and regulatory changes. Examples, simulations, forecasts and past results do not establish likely future performance or the suitability of a product, tool or strategy.
Accuracy, dates and sources
We aim to publish useful, well-supported information. Articles can nevertheless contain errors, omissions, interpretation issues or outdated details. Prices, product terms, technical capabilities and regulations may change after publication.
Check publication and update dates and verify important information with current primary sources and the relevant provider or authority. Examples are illustrative unless expressly presented as documented research or measured results. A reference to a tool or project is not by itself a recommendation to use or purchase it.
AI assistance and editorial review
AI tools assist with content preparation, including research, drafting, translations and visual material. Rodolfo reviews content before publication. This review does not guarantee that every fact, translation, calculation or interpretation is correct.
AI-generated images may be illustrative rather than documentary. Evaluate material through its sources, evidence and context, and report possible mistakes. Translation errors or ambiguities can be submitted through the same correction channel.
Commercial relationships and interests
At launch, Mackin Digital has no advertisements, affiliate links or sponsored articles. Newsletter addresses are not sold or provided to partners for their own marketing.
The operator may hold investments or have professional relationships involving subjects discussed on the site. Relevant interests will be disclosed alongside the affected content when they could influence how a reader evaluates it. If advertising, affiliate links or sponsorships are introduced later, they must be identified clearly near the relevant material; this general notice does not replace those disclosures.
External links and embedded material
Links and embedded videos provide context and references. The respective providers control their content, availability, products, terms and privacy practices. Check those details before relying on a service or entering a transaction.
Mackin Digital does not control external services and cannot guarantee their continued availability, accuracy or security. Names, trademarks, quotations, images and videos belonging to others remain subject to their owners’ rights and applicable licenses.
Quoting and reusing articles
You may quote short excerpts from original Mackin Digital articles with clear credit and a link to the source, without distorting the meaning. This permission does not cover full articles, substantial republication or reproductions that replace access to the original. Request authorization for full reproduction through hello@mackin.digital.
Third-party images, videos and other licensed material are not included in this permission. Obtain any necessary authorization from the rights holder. Copyright exceptions and other uses permitted by applicable law remain unaffected.
Corrections and questions
To report a possible error or ask about sources, interests or permissions, email hello@mackin.digital. Include the article URL, the relevant passage, your concern and supporting sources when available. Avoid including unnecessary personal information.
We assess reports and make corrections when warranted. A correction or update date does not imply that every statement in the article was reverified at that time.
Your decisions and legal rights
Assess the information against your circumstances before acting. This notice explains the scope of the publication; it does not exclude responsibility, remedies or rights that cannot lawfully be excluded. It does not override mandatory consumer or data protection law.
For personal data and requests about your information, read our Privacy Policy. Both pages may be updated as the publication evolves.