Equation 10 · Part 1 · Comparing the Main Approaches to AI Agent Architecture
Symbol h^(j)
What this part means
disjoint by construction, worker i ’s error cannot enter worker j ’s context directly — it can only reach the supervisor, and only in whatever compressed form the worker chooses to report.
Its job in the formula
h^(j) is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol h^(j)→Article meaning
Where the article explains it
Because and are disjoint by construction, worker i ’s error cannot enter worker j ’s context directly — it can only reach the supervisor, and only in whatever compressed form the worker chooses to report.
The passage around this formula
Because and are disjoint by construction, worker i ’s error cannot enter worker j ’s context directly — it can only reach the supervisor, and only in whatever compressed form the worker chooses to report. That disjointness is the formal reason this pattern offers stronger containment than the single…
Learn the underlying idea
An exponent tells how a base is used in multiplication. In x³, x is the base and 3 is the exponent: x³ = x × x × x.
Open the illustrated exponents: repeated multiplication and powers guide →
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Sources cited in the article section
- [2] How we built our multi-agent research system ↗
- [10] AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation ↗
- [4] Claude Code overview ↗
- [5] Agent orchestration ↗
These citations provide research context; check each source for the exact claim it supports.