ABOUT AI VISTA / EDITORIAL STANDARD
We do not explain all of AI. We make consequential decisions clear.
AI Vista is an editorial workbench for real work: one task, trade-off, or verification problem per guide, with working material you can continue using.
- 01EXPLICIT JOB✓
- 02TWO CASES✓
- 03USABLE ARTIFACT✓
- 04STATED BOUNDARY✓
Do not publish a summary that cannot stand alone.
EDITORIAL METHOD
A page may be short. It cannot be hollow.
If a guide cannot change the next action, it is unfinished. We would rather keep fewer pages than publish summaries that cannot stand on their own.
- 01
Begin with the job
Name who needs to do what, and in which moment, before discussing a model or tool.
- 02
Make the judgment falsifiable
Every conclusion states its conditions, failure signal, and boundary.
- 03
Pressure-test with cases
Use at least two concrete cases, including one that makes the method uncomfortable.
- 04
Leave working material
The reader should leave with something fillable, exportable, or reviewable by a colleague.
HOW THE SITE TEACHES
Five page types for five moments in a practice loop.
The navigation is a working route, not a content taxonomy: locate the problem, complete a course, read for a precise gap, invite review with a case, then check whether the work is genuinely mastered.
- 01 USE WHENDecision map ↗
You do not yet know which layer is failing
PAGE JOBSeparate task, context, evaluation, evidence, safety, and operational questions before choosing a tool.
LEAVE WITHOne decision to investigate first - 02 USE WHENCourses ↗
You have chosen a real piece of work
PAGE JOBFollow a continuous syllabus in which each lesson reuses the decisions and artifacts made before it.
LEAVE WITHA connected set of reviewable working material - 03 USE WHENReading list ↗
Practice has exposed one precise gap
PAGE JOBLearn only the method needed for the current decision instead of substituting reading for action.
LEAVE WITHA concrete revision to an existing artifact - 04 USE WHENCommunity ↗
You need another view on transfer conditions
PAGE JOBShare the task, conditions, change, observation, and next test so experience can be judged and reproduced.
LEAVE WITHAn external review angle or a new test - 05 USE WHENProgress ↗
You are continuing or closing a learning loop
PAGE JOBReconnect completed states to artifacts, acceptance, evidence, and recovery capability.
LEAVE WITHA clear continuation point and work overview
THE LIFE OF ONE GUIDE
A problem reaches publication through six gates that are allowed to fail.
Publication is not a visibility switch. If a gate lacks evidence, the page stays there for revision. The result is a smaller body of work in which every page stands alone and has a clear reason to be updated when facts or boundaries change.
- 01CHOOSE THE PROBLEM
Confirm that someone makes this decision in real work
PASS GATE↓Name the user, moment, and consequence of error. A term or trend alone does not enter drafting.
- 02DRAFT INDEPENDENTLY
Build the page from the job, trade-off, and falsifiable judgment
PASS GATE↓No bulk expansion. Framework, cases, diagrams, and blank tool all serve the same task.
- 03PRESSURE-TEST CASES
Add an ordinary case and an edge case that can break the method
PASS GATE↓State when to stop, hand off, verify, or choose a simpler method.
- 04CHECK BOTH LANGUAGES
Keep conclusions and structure aligned while writing naturally
PASS GATE↓Each language stands on its own; headlines, examples, and actions are not mechanical line-by-line substitutions.
- 05VERIFY FACTS
Trace external claims to primary documentation or standards
PASS GATE↓Record the actual review date, applicable version, and source scope. Omit unsupported effect numbers.
- 06PUBLISH & MAINTAIN
Release the pair after content, link, index, and usability checks
PASS GATE✓Changed facts, revised standards, broken citations, or new boundary cases trigger another review.
BEFORE PUBLICATION
Every bilingual pair passes the same release gates.
StructureIntent, framework, cases, artifact, and boundary are present
EvidenceExternal facts point to primary sources with a verification date
OriginalityCompare passages and structure across published material
UsabilityKeyboard, no-script, and reduced-motion paths preserve the core task
START HERE
Bring one real task.
Start with a one-page brief and turn the next AI attempt into work you can evaluate.