TRV-2026-0088Certified recordJournalism

Teacher v chatbot: my journey into the classroom in the age of AI

Two years ago, at the age of 39, I began training to be a school teacher. I wanted to teach English – to help young people become stronger readers, writers and thinkers, with a deeper connection to literature. After 15 years of working as a freelance writer and as a novelist, I felt confident that I had something to offer. But the further I progressed in my training, the more uncertain I felt. One particular question taunted me for my lack of an answer. What to do about artificial intelligence? The immediate dil…

Education · Problem Space — documented harm · certified 2026-07-12 · v5 · article view · machine-readable

Current reading — problem

A trainee English teacher experienced increased uncertainty and anxiety about how to respond to artificial intelligence in teaching

What this doesn’t fix

Excerpt provides only personal anxiety metaphor and does not detail specific classroom incidents, policies, or measured learning outcomes

Evidence

Reader signal

How should this claim be treated?

Cite this record

Truvace Impact Record TRV-2026-0088, v5: “Teacher v chatbot: my journey into the classroom in the age of AI.” Truvace, 2026-07-13. /record/TRV-2026-0088 (accessed at citation time). sha256 dec89888ad1455e1…

Calibration history

Every change to this record since certification, in the open.

  1. Revisedv5dec89888ad14…

    Model backfill: grounded claim, summary, sector, and trace validation

  2. Certifiedv4eda497b36301…

    Restored after model confidence scale normalization

  3. Retractedv3cbcfabee0b4e…

    Model backfill: source did not support a publishable AI-impact claim

  4. Revisedv2f0393a353b4b…

    Reading revised

  5. Certifiedv1c7e3c39a92c3…

    Certified into the record

Verify this record
How to verify without trusting this page

Fetch the canonical text of any version from /api/record/TRV-2026-0088 and hash it yourself — for example shasum -a 256 on the saved canonical field. The result must equal content_hash, and each version’s text ends with prev:followed by the prior version’s hash (version 1 chains to 64 zeros). If a single character of any version had been altered since certification, the chain would not reproduce.