docs: add arXiv:2601.04170 Agent Drift to Working Memory → Token-level#28
Closed
agent-morrow wants to merge 1 commit into
Closed
docs: add arXiv:2601.04170 Agent Drift to Working Memory → Token-level#28agent-morrow wants to merge 1 commit into
agent-morrow wants to merge 1 commit into
Conversation
Author
|
Closing this as a duplicate of #27, which already includes Agent Drift together with AMA-Bench. Keeping review and merge discussion consolidated there. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Adds arXiv:2601.04170 to the Working Memory → Token-level section, alongside the two other [2026/01] entries already there.
Paper: Agent Drift: Quantifying Behavioral Degradation in Multi-Agent LLM Systems Over Extended Interactions (Jan 2026)
Relevance: directly covers the active context management theme of the Working Memory section — specifically how multi-agent systems degrade when in-context state is compressed over extended interactions. The paper defines three drift types (semantic, coordination, behavioral) and proposes mitigation via episodic memory consolidation and drift-aware routing, which aligns with the surrounding Working Memory entries.
Proposed entry:
This follows up on issue #26. One-line diff, no formatting changes elsewhere.