Verified answers and facts

Answers verified, not predicted by AI

Language models write fluently but can state a wrong answer with confidence. CoPressAI separates the two. Each question starts as a structured specification, the answer is verified against it, and the AI writes the wording around a result it cannot change.

What your editor sees

A verified answer, the issues to resolve, and live progress

Every worked example shows its verified answer. Problems such as a coverage gap or a diagram that does not match the text are raised as issues, so nothing reaches print unchecked.

Book plan · Approved by editor

Chapter 3 · Lesson 3.2: Build understanding

Textbook 8 ppWorkbook 6 pp4 objectives
Worked example
Answer
✓ Answer verified
Review issues
Workbook coverage gap: objective 3.2Visual label differs from textTeacher notes kept out of pupil edition
Generation · Chapter 3
Stage: checkingAuthorised up to 1800 credits
Illustrative interface

A specification before the prose

Every worked example and practice question begins as a structured specification: the skill, the expected answer, the format, the level and the teaching constraints. That specification is what gets checked and stored.

Verified, not trusted

Where an answer can be worked out, trusted code works it out. Where it depends on facts, it is checked against your approved sources. AI output is never run as code, and if the wording and the verified answer disagree, the block is flagged rather than published.

Independent interpretation review

A separate review reads the finished question as a learner would and checks that it leads to the expected answer, with no ambiguity in the wording or the visuals.

  • Visuals generated from the same specification as the question
  • Method checks against the teaching approach for the level
  • Answer keys produced from the verified results, not retyped

Honest about scope

Each subject is set up with its own curriculum, rules and checks. Content outside a configured subject is labelled for specialist review rather than presented as automatically correct.

CoPressAI is in its pilot phase with selected publishers. Features are released to pilot workspaces in stages; your demo shows exactly what is available today.

Questions

Questions about verified answers and facts

Which subjects are supported?

CoPressAI is built for any subject and level. Each subject is configured with its curriculum, house rules and checks, and is tested before it is used.

What happens when content cannot be verified automatically?

It is written with its evidence shown and clearly labelled for review by a subject editor. CoPressAI does not claim it has been verified.

Start your pilot with 20 000 free credits

Each verified publisher gets 20 000 platform credits to plan a book and generate a sample lesson in a private workspace.

  • See the credits each AI job needs and set your own limit
  • Editing by hand never uses credits
  • Your work is kept when credits run out