Agents read the sources. Every fact is checked against them.
Metals & Machines is an independent research publication from Radar Signal Media LLC. Software agents do the reading; every draft is checked against its sources before it is published, figure by figure and quote by quote, and the editor can correct or stop any issue. No advisers, no sponsored content.
Built by an investor who builds AI systems.
Metals & Machines was started by an independent investor who builds AI automation systems for a living — workflows and multi-agent systems that read, sort and act on large amounts of information.
The author invests in these three sectors through European-listed ETFs, described in our Disclosure policy. Following them properly means reading regulators, government contract feeds, exchange filings and company releases across several countries, every week. Metals & Machines puts both skills together: agents do the reading, automatic checks hold back anything the sources don't support, and the editor can correct or stop any issue.
Metals & Machines is not a registered investment adviser and doesn't give personal advice. It tells every reader the same thing: what happened, why it could matter, and where to check it yourself.
What Metals & Machines is not
- Not an investment adviser or broker
- No personal recommendations, calls or portfolio reviews
- No price targets, "buy" or "sell" calls
- No promise of returns
Agents read. Every fact is checked. The editor can stop anything.
Each step exists to catch a specific kind of mistake before it reaches you.
Collect
One collector per sector pulls new events from official sources and puts them in the same format: date, sector, company, event type, summary, source link. Duplicates are removed.
Score
Each event gets an importance score from 1 to 5, with a written reason, so the ranking can be checked rather than trusted.
Check
Automatic checks hold an issue back if a figure isn't in its source, a quote isn't in its source word for word, a second reader finds a statement the sources don't support, promotional or advice wording slips in, or the disclosure is missing.
Approve
The editor gets every draft on Saturday and can correct, approve or stop it. An issue nobody has approved goes out on Sunday only if every fact check passed. Alerts always need the editor's approval.
Four commitments.
Same content for everyone
Every subscriber on a plan receives the same issue at the same time. Nothing is tailored to anyone.
A source for every number
Every figure links to where it comes from. If it can't be sourced, it isn't printed.
Mistakes are published
Past signals and what happened next — right or wrong — are logged in the public track record.
Positions are disclosed
Each issue lists the author's related positions, and the author follows a published personal trading policy.
See the format before you subscribe.
The sample issue shows exactly what an issue contains, and which parts are free or Pro.