Unverified50% confidenceBenchmarkExact time
In the 5-agent conversational cluster architecture (unstructured Markdown handoffs), the spec drift failure rate is 48.4%, the silent tool error propagation rate is 79.0%, the premature termination rate is 34.2%, and the end-to-end success rate is 18.5%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedThe self-reflection loop (LLM review) architecture has an end-to-end success rate of 63.8% and a spec drift failure rate of 22.8%.75% similarVerifiedIn long-chain tasks, if each step has an error rate of approximately 5%, the overall success rate may drop to below 36% after 20 steps.75% similarUnverifiedIn an API outage scenario with a 30% failure rate, RATED reduces the failure selection rate from 86.2% to 2.9%.74% similarUnverifiedIn a benchmark of four enterprise agent architectures under 100 injected fault conditions (transient network timeouts, schema mismatches, empty search results), the naive self-reflection loop had an unconstrained runaway rate of 42.0%, median token consumption of 148,500 for failed tasks, mean time to failure of 18.4 minutes, and per-incident financial risk of $12.40.73% similarUnverifiedFor a task that sequentially calls 5 APIs, even if the success rate of each step is 95%, the overall success rate drops to approximately 77%.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1054832API
curl https://kongchang.com/api/v1/knowledge/claims/1054832MCP
get_claim(id=1054832)