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Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load
A 41-day live challenge was conducted to evaluate a short-term load forecasting (STLF) pipeline for the aggregated German transmission grid. The pipeline uses the open-source Python library spotforecast2-safe, which…
Explainable Belief Harmonization under Dynamic Epistemic Partitions
The paper presents a new framework for handling dynamic changes in epistemic partitions (groups of agents with shared knowledge) during execution, where agents might gain or lose observational capacity. The framework…
Steerability via constraints: a substrate for scalable oversight of coding agents
The paper suggests a method to manage coding agents, which can handle complex tasks but require human oversight due to security risks and scalability issues. The author proposes using the same methods used for managing…
Steerability via constraints: a substrate for scalable oversight of coding agents
The paper proposes a system for managing coding agents that replicates methods used for decades in managing large human engineering teams, such as access control and strict coding conventions enforced by tooling. The…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
