Sources & editorial standards

This is an aggregation and commentary publication from Jaime Vengoechea, not a claim of original reporting. It connects developments in AI, work, marketing, technology, and science to practical questions for builders and operators.

How an edition is made

Publisher feeds and source pages provide leads. Codex assists with selection, summarization, duplicate detection, and source checks. Selected items link directly to their original publishers. Practical angles are editorial interpretations, not personal product reviews or evidence of firsthand testing.

Source checking means opening the cited material and checking what it supports. It does not mean independently reproducing an experiment or verifying a company's performance claims. An edition is not a complete record of every announcement.

What we follow

This is the starting watchlist, not a claim that every source appears in every edition. Unavailable feeds are recorded and do not silently count as reviewed.

X and real-time information

Selected public posts may be reviewed through a signed-in browser when available. X is supplementary discovery, not a comprehensive live feed. Posts are attributed statements, not automatic confirmation. We do not collect private messages, evade access restrictions, or use a paid X API in this version. Each edition states whether X was reviewed.

Claims, science, and uncertainty

Company announcements are labeled as such. Research findings are distinguished from products available today. Preliminary results, preprints, and studies in cells or animals must not be presented as established findings in humans. Work and wealth coverage explores practical business possibilities, not guaranteed income or investment advice.

Media and attribution

Reporting remains with the linked publishers. We use short paraphrases, credited media where reuse is supported, and links to publisher demonstrations. We do not republish complete articles or treat a preview image as permission to copy it. Optional embedded videos load only after a reader's click. Embeds connect to third-party services with their own privacy terms.

Corrections and updates

Source dates and edition dates are separate. Older editions remain available as snapshots, and may have been superseded. Substantive corrections should be identified in the relevant edition rather than disguised as new reporting. To flag a factual or attribution issue, contact Jaime with the story link and supporting source.

Privacy and commercial context

Saved stories stay in your browser's local storage. They are not synced to an account. This page has no newsletter collection form and does not require login. Links to The AI Wealth Playbook promote Jaime's own book. No source is presented as endorsing this publication.