Unverified50% confidenceFactExact time
Long-horizon tasks refer to tasks that require dozens or even hundreds of consecutive operations across multiple tools or pages to complete, whose difficulty lies in maintaining goal consistency, handling intermediate failures and self-correcting.
1
Sources
50%
Confidence
Long-term
Relevance
10/31/2026
First Seen
Sources
Gemini 4 Carbon Tops Intelligence Index, Tencent Releases Buddy One | AI Daily
bilibili千千和花10/29/2026
Related Entities
Related Claims
UnverifiedCompleting a full task (run) often requires multi-turn dialogue, tool calls, context retrieval, and other multi-step operations, and the cumulative token consumption can be tens of times higher than a single question-and-answer exchange.73% similarUnverifiedTaking current mainstream implementations as an example, completing an enterprise process involving multiple system transitions often requires dozens or even hundreds of steps, with a single task taking up to several minutes.72% similarUnverifiedAgent tasks may involve multiple rounds of model calls, external tool execution, and human intervention, with the entire task lifecycle potentially lasting several minutes or longer.69% similarUnverifiedMain thread tasks exceeding 50ms (Long Tasks) will cause UI stuttering69% similarUnverifiedWhen batching tasks, the wide part of the task (thousands of independent items) should be batch-processed, while the narrow part (dependent steps, waiting humans) is kept synchronous.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1120874API
curl https://kongchang.com/api/v1/knowledge/claims/1120874MCP
get_claim(id=1120874)