16 stories tagged with #attribution, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
⌘ RSS feed for this tag → or search "Attribution"
Attribution constraints reveal stronger future intensification of the upper‑level Hadley circulation
StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems
LLM-based multi-agent systems exhibit remarkable collaborative capabilities in complex multi-step tasks. However, these systems are highly sensitive to single-step execution errors…
Vidai Community is now available: one Rust binary for cost attribution, guardrails and multi-provider routing on every LLM call
The Attribution Blind Spot: Detecting When Language Models Rely on Memory Rather Than Retrieved Context
Retrieval-augmented generation promises to ground language model outputs in external evidence, yet the field has no reliable way to verify whether retrieved context actually govern…
BOHM: Zero-Cost Hierarchical Attribution for Compound AI Systems
Compound AI systems route tasks through hierarchies of specialised components. Attribution is dominated by Shapley-based methods (SHAP), which decompose a coalition value function …
MemAudit: Post-hoc Auditing of Poisoned Agent Memory via Causal Attribution and Structural Anomaly Detection
Large language model agents increasingly rely on persistent memory to store past interactions, retrieve relevant demonstrations, and improve long-horizon task execution. However, t…
The Misattribution Gap: When Memory Poisoning Looks Like Model Failure in Agentic AI Systems
Multi-agent AI pipelines typically assume that agent misconduct originates from model misalignment. We identify a structural failure in this assumption, the \emph{Misattribution Ga…
Every Component is a Lookup: Token Attribution and Composition from a Single Decomposition
Mechanistic interpretability of transformers requires identifying not just which components matter but how they compose into the computational route that produced a prediction. Bot…
Duster: Tor Service Attribution Based on Flow Watermarking with Track Hiding [pdf]
Per-user cost attribution for your AI APP
You ship your AI feature. It works. A week later your OpenAI bill is $400 and you have no idea which...…
l9gpu - open-source GPU observability with workload-level attribution [P]
TransUnion adds YouTube measurement to attribution solution
FinOps for AI: per-commit cost attribution
Measure AI cost per feature, work item, or PR. The receipts are already on every commit — here's how to read them before GitHub Copilot's June 1 billing change.…
On the Fragility of Data Attribution When Learning Is Distributed
Data attribution has become an important component of pricing, auditing, and governance in machine learning pipelines, yet most attribution methods implicitly assume that attributi…
Interaction-Aware Influence Functions for Group Attribution
Influence functions approximate how removing a training example changes a quantity of interest, called the target function, such as a held-out loss. To estimate the influence of a …