Unverified50% confidenceOpinionExact time
The more fluent the reasoning appears, the more likely people are to mistakenly assume it reflects genuine computation, which poses a challenge for CoT-based automated safety auditing.
1
Sources
50%
Confidence
Long-term
Relevance
9/24/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedQualitative safety review found that models exhibited hallucination issues, namely generating content that appears professional but is actually incorrect or fabricated.73% similarUnverified过度公开检测技术细节可能为恶意方提供规避蓝图73% similarUnverifiedReasoning quality degrades as information accumulates in the context window, causing skill package execution to become brittle in long-horizon tasks.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/946179API
curl https://kongchang.com/api/v1/knowledge/claims/946179MCP
get_claim(id=946179)