Safety in Self-Evolving Agents: A Survey
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New papers, breakthroughs and academic AI research
White Men Without Degrees Receive the Lowest Ratings from Large Language Models
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Ask a Language Model for Lottery Numbers: Concentration in Repeated Six-of-49 Outputs
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Multi-Behavioral Evolved Substrates Through Neuromodulation and Activation Selection
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Multi-Jurisdictional Legal Identity Assurance for Capability Gating: A Design-Science Proposal for Tiered, Reusable Identity Assurance of Natural, Juridical, and Machine Entities
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Per-Node Activation Function Evolution in Indirectly Encoded Substrates: Solvability, Limits, and Emergent Diversity
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Tokenized Key-Gated Adapter Routing: A Secure Access Control Mechanism Against Private Data Leakage in LLMs
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KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards
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Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation
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High-Value Synthetic Supervision for Parameter-Efficient Adaptation of a Compact Japanese Speech Model
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On-the-fly Weight Generation: A Hypernetwork Proof of Concept on ARC-1D
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Evasion Attacks: How Adversarial Noise Bypasses ML Classifiers
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