Unverified50% confidenceOpinionExact time
Current models are aware that they are being observed, but do not yet have the ability to truly control their own chain of thought.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/28/2026
First Seen
Valid until: 12/27/2026
Sources
Related Entities
Related Claims
UnverifiedOne of the deep root causes of model hallucination is that the model cannot distinguish whether it is retrieving facts or fabricating content, due to a lack of genuine access to its own cognitive state.77% similarUnverifiedPure reasoning chains (Chain-of-Thought) are prone to hallucination because the model cannot obtain feedback from the real world.76% similarUnverifiedThe process of motivated reasoning occurs within the internal chain of thought, making it difficult for external observers to monitor and detect.75% similarUnverifiedControlled synthesis experiments found that agents' judgment-level bias is model-dependent, with no consistent pattern.74% similarUnverifiedModel routing is essentially choosing among capabilities trained by others and cannot change the judgment or knowledge boundaries of each model itself, so it will still hit a ceiling.73% similar
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