Structural issue: Copilot presents assumptions as facts despite explicit verification constraints

a { text-decoration: none; color: #464feb; } tr th, tr td { border: 1px solid #e6e6e6; } tr th { background-color: #f5f5f5; }

I want to report a structural design issue I consistently encounter when using Microsoft 365 Copilot in a technical/enterprise context.

Problem statement
Copilot frequently presents plausible assumptions as verified facts, even when the user:

• explicitly requests verification first
• explicitly asks to label uncertainty
• explicitly prioritizes correctness over speed

This behaviour persists after repeated corrections and even when constraints are clearly stated at the start of the conversation.

Why this is not a simple “wrong answer” issue
This is not about one incorrect response. It is about a systemic tendency:

• The model optimizes for plausibility and continuity over epistemic certainty
• User‑defined constraints (e.g. “only answer if verifiable”) are not reliably enforced
• Corrections can paradoxically introduce new confident but unverified claims

Enterprise risk
In an enterprise / technical environment this creates real risks:

• Incorrect technical decisions based on confident‑sounding answers
• Compliance and audit exposure
• Loss of trust in Copilot as a decision‑support tool

Important distinction
I am not asking for Copilot to stop reasoning or making hypotheses.
I am asking for:

• Reliable enforcement of user‑defined epistemic constraints
• Explicit and consistent marking of statements as:
  • verified
  • unverified
  • assumption / hypothesis

Why this matters
Advanced users do not want faster answers.
They want correct, bounded answers — or an explicit statement that verification is not possible.

Right now, Copilot’s behaviour makes that impossible to rely on.

I’m sharing this here because it appears to be a design‑level issue, not a prompt‑engineering problem.