Question 1

what is context collapse in AI?

Accepted Answer

When multiple AI agents interfere with each other's outputs, creating overwrite loops, notification storms, and contradictory actions that waste more time than they save.

Question 2

how do agents fight each other?

Accepted Answer

Overlapping MCP scopes let Claude and ChatGPT edit the same document simultaneously. Auto-triggers cascade across Slack, email, and calendar creating conflict spirals.

Question 3

what is MCP scope overlap?

Accepted Answer

When two or more agents have read/write access to the same data source (Drive, Slack, email). This is the #1 collision factor at 35% weight in our index.

Question 4

how to fix agent rewrite loops?

Accepted Answer

Lock first output. Disable auto-regeneration. Require explicit human approval before any agent rewrites another agent's work.

Question 5

auto-trigger frequency risk?

Accepted Answer

22+ auto-triggers/day creates notification cascades where Agent A's output triggers Agent B, which triggers Agent C. Manual approval gates stop the chain.

Question 6

agent isolation vs collaboration?

Accepted Answer

Isolation means single-agent zones per data source. Not removing agents, but giving each one a dedicated scope. Collaboration happens through human handoff, not MCP overlap.

Question 7

context collapse vs workslop?

Accepted Answer

Workslop is the total AI productivity drain. Context collapse is specifically the multi-agent interference component. Run both scans for the full picture.

Question 8

how many agents is too many?

Accepted Answer

Any agent count above 4 with overlapping scopes creates exponential collision risk. The sweet spot is 2-3 agents with strictly isolated MCP scopes.

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