Unverified50% confidenceOpinionExact time
A large amount of productivity loss comes from friction in operating tools, such as remembering where settings are located, searching through menus, and jumping across multi-level interfaces, rather than from the task itself.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn multi-turn tool-calling agentic scenarios, system prompts occupying thousands of tokens compress the space available for intermediate reasoning steps and tool return results, and hitting the token limit causes task failure.70% similarUnverifiedEvery step of Computer Use requires screenshotting, recognition, decision-making, and execution, making the loop long and thus slow; interface element recognition may go wrong, and pop-ups, loading delays, and dynamic layouts all introduce uncertainty.69% similarUnverifiedCommand-line-centric agents suffer from interaction friction such as opaque task progress, difficulty intervening in intermediate steps, and context management that relies on manual input.69% similarUnverifiedIn traditional agent development, injecting all tools or instructions at once leads to context bloat and decision interference, causing tool selection drift.69% similarUnverifiedComputer Use has insufficient reliability; UI operations have little tolerance for error, and a button position offset or accidental click can cause the entire task chain to collapse.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1025672API
curl https://kongchang.com/api/v1/knowledge/claims/1025672MCP
get_claim(id=1025672)