Methodology & corrections
Every story on The Tech Holler is researched and written by an automated AI pipeline under fixed editorial rules and automated checks. The voice may be rowdy. The evidence rules are not. Here is how those AI-generated stories earn their way onto the site.
Signals ain't facts
Google Trends, social networks, forums, and aggregators tell us what people are noticing. When they are not confirmed, they can appear only as clearly labeled Talk Around Town.
Two different hats
Verified reporting still needs at least one authoritative trusted factual source. Chatter and thinly corroborated claims wear a prominent Talk Around Town label instead.
Original synthesis
The system builds a claim-by-claim research packet, writes an original article, links its sources, and checks for copied phrasing and duplicate coverage.
Corrections stay visible
Material updates create a revision entry. Corrections are labeled on the article instead of quietly disappearing down a digital creek.
Written by AI
Every article here is generated by an automated AI pipeline: software gathers trend signals, researches sources, drafts the story, and runs it through the verification, attribution, and duplicate checks described below before it can publish. "Buckley Byte" is the publication's AI byline, not a real person. Responsibility for the editorial rules and for corrections rests with the site's operators.
Breaking-story gate
A topic must spike across at least two independent trend channels. The factual claims must then be supported by at least one trusted primary or top-tier source before a reported version can publish. Conflicting evidence, missing citations, failed verification, or a near-duplicate story still blocks publication.
Talk Around Town
A technology claim can be worth discussing before it is fully verified. Those pieces identify who is making the claim, explain the source's limitations, separate known facts from open questions, and label our own thoughts as analysis. A source link proves attribution, not truth.
Forecasts and science fiction
Forecasts are labeled with a horizon, assumptions, and confidence. Science-fiction coverage discusses culture and its relationship to real technology; fictional claims are never presented as current events.
The Alabama voice
Stories use a deliberately exaggerated, family-near-friendly Alabama narrator with occasional mild profanity. Names, quotations, technical terms, and numerical facts remain standard and exact. Slurs, harassment, and demeaning stereotypes are prohibited.
Report a correction
Production deployments should set a public editorial contact address and monitor it alongside automated source-health alerts. Every accepted correction creates a dated revision record.