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THE COMPANION
SECTION 18
ISSUE 001
PROJECTIONinteraction6-12mconfidence / medium
A Native Counterargument Mode
Projection: serious assistants will surface the strongest competing explanation, missing evidence, and failure condition before recommending action. The interface must distinguish a genuine alternative from ceremonial balance and reveal which assumptions create the disagreement. Counterargument becomes an inspectable analytical mode, not a personality setting.
Why this idea is here
What the evidence establishes.
The UN panel frames governance as evidence under uncertainty; debate research shows structured adversarial comparison can improve weak-to-strong oversight.
Source ledger
Read the sources.
- S01Preliminary Report of the Independent International Scientific Panel on AI
UN scientific report / published 2026-07-01 / retrieved 2026-07-09
- S02Debate Helps Weak-to-Strong Generalization
peer-reviewed primary research / published 2025-04-11 / retrieved 2026-07-09