Services / Personal
Remote / Written

Your conversations with AI deserve one careful reading.

A structural reading of your dialogue based on phenomenon annotation. You receive an annotated conversation map with risk grading, evidence and boundary recommendations. There is no score.

01
Dimensions

Six reading dimensions

Every conversation can leave traces. The reading annotates six patterns. They rarely appear alone.

Projection

Projection

Mistaking your own emotion or expectation for the AI's actual intent.

Attachment

Attachment

The longer you talk, the more it seems to remember and understand you. A one-way intimacy forms.

Authority Transfer

Authority transfer

A confident tone leads you to overrate reliability and quietly hand over the responsibility to judge.

False Reassurance

False reassurance

Replies that read as caring can over-soothe, and you stop seeking real-world support.

Verification Drift

Verification drift

You verify less and less, because it keeps telling you that you are right.

Boundary Loss

Boundary loss

The line between your own thinking and generated content blurs. Sources become hard to separate.

These signals do not by themselves mean something is wrong. Signals must be read in context.

02
Process

Process and deliverables

Step one
Submit de-identified dialogue material with a short note on the use context.
Step two
Phenomenon annotation and risk grading. Every reading states its evidence.
Step three
A written diagnostic report of 3 to 4 pages, delivered in writing within the agreed window.
Optional
A 30-day follow-up is optional and not bundled.

Reports use a four-level risk scale: low, medium, high, critical. It is comparable across all services on this site.

03
Sample

What the report looks like

Annotation
“The user packages a decision that needs professional judgment as a request for emotional resonance, and the AI response reinforces that path.” Authority transfer, high risk.
Boundary note
“The dialogue shows a repeated reassurance pattern. The user is taking the AI's affirmation as an endorsement of their own behavior.” Recommendation: break the loop.
Grading
“The source dialogue lacks any verification intent. The user accepted an untested inference as a factual basis.” Verification drift, medium risk.
04
Single item

Single-item services

Beyond the full diagnosis, single-item readings are also accepted.

Check

Prompt and output check

Written feedback on a set of prompts and model outputs, marking risk lines and fixes.

Review

AI-assisted text review

Semantic and framing review for high-stakes text produced with AI assistance.

Reading

High-stakes dialogue reading

A conversation that cannot go wrong deserves 90 minutes of professional reading.

Program

One-on-one training

Four to twelve weeks, by application. The reading method ends up in your hands.

05
Fit

Confirm fit first

Suited
Frequent AI users, creators, educators, and people who have started handing important decisions to AI.
Not suited
People who want scripts to recite, people who want manipulation tactics, and people expecting one reading to resolve clinical psychological issues. This service cannot help there.
06
Limits

Limits and crisis statement

The author is not a licensed psychologist. The word diagnosis in these reports means risk literacy reading. It is observational, not clinical assessment.

If the material shows crisis signals of self-harm or harm to others, work pauses and referral information is provided.

If you or someone near you is in crisis, in Taiwan call 1925 (mental health support line), 1995 (Lifeline), or 119. Crisis handling always takes priority over any delivery schedule.

07
Data

How data is handled

Material
Only de-identified material is accepted, and it is re-checked on receipt.
Use
Material is used for this engagement only. It is not used to train AI models.
Deletion
Source material is deleted within 30 days of delivery. Screening questionnaires within 90 days.
Quotation
Anonymous quotation requires written consent case by case. No selection means no consent.
Tools
When AI tools assist the analysis, this is disclosed and agreed in advance.

Full statement: Privacy and data handling.

Begin

Confirm fit first, then begin. The form takes about five minutes. Replies within one week by email.

Fill in the screening form