Unverified50% confidenceFactExact time
AI_SPEC.md contains "KillSwitch" 0 times, "stack" 0 times, "adverb" 0 times, and 0 Markdown headings; 70% of its 65,495 lines are duplicate lines (only 19,695 unique lines).
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
UnverifiedThe hit rate for AI short dramas is about 4 in 1,000, with the rest essentially ineffective output.67% similarUnverified4 basic rules can reduce the AI programming error rate from 41% to 11%66% similarUnverifiedIn a synthetic logistic regression classifier experiment, after 80 steps of gradient-ascent-based repair, the unlearning loss rose from 0.0545 to 0.1649, yet the trigger attack success rate remained 100%.64% similarUnverifiedThe evidence counter shows: 5 inputs, 4 valid, 1 rejected, at most 4 AI calls.64% similarUnverifiedOn a test set of 100 tickets, SupportOps-AI had an escalation error rate of 18%, a hallucination rate of 6%, an infinite-loop rate of 3%, and a complete failure/unresolved rate of 4%.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1069945API
curl https://kongchang.com/api/v1/knowledge/claims/1069945MCP
get_claim(id=1069945)