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Related Articles from SNS
MOLOT System Card: Malicious Operational Logic Observation Transformer
arXiv:2606.07792v1 Announce Type: new Abstract: MOLOT (Malicious Operational Logic Observation Transformer) is a static malicious-code detection system designed for SAST setup where package metadata, maintainer history, and dynamic execution traces may be unavailable or unreliable. The system represents source code as behavior sequences derived from static call graphs, includes an explanation stage that ranks suspicious behavior activities and maps them back to source-code locations.
Boosting metacognition in entangled human-AI interaction to navigate cognitive-behavioral drift
arXiv:2602.01959v2 Announce Type: replace Abstract: People navigate complex environments using cues, heuristics, and other strategies, which are often adaptive in stable settings. However, as AI increasingly permeates society's information environments, those become more adaptive and evolving: LLM-based chatbots participate in extended interaction, maintain conversational histories, mirror social cues, and can hypercustomize responses, thereby shaping not only what information is accessed...
A thalamus–brainstem attractor network drives history-biased decisions
Abstract Natural environments often change gradually, making it adaptive to bias decisions on the basis of the recent past — a phenomenon known as serial dependence1,2,3. Large-scale recordings during behaviour have identified that serial dependence is a common motif for decision-making, with neural representations of past experiences found throughout the brain4,5,6,7,8,9,10,11. However, it remains unclear whether this bias arises from dedicated neural circuits with history-specific...
Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization
arXiv:2606.04547v1 Announce Type: new Abstract: Personalizing large language models requires adapting model behavior to individual users while preserving robustness and deployment-scale efficiency. Existing approaches typically personalize LLMs either at the input level, by retrieving user histories or constructing profile prompts, or at the parameter level, by maintaining user-specific parameter-efficient modules. The former makes personalization sensitive to retrieval quality and prompt...
Back in Blue: Giants sign OBJ to boost WR room
The New York Giants have signed wide receiver Odell Beckham Jr., the team announced Monday. The Giants were deliberate throughout the process of potentially signing the 33-year-old wide receiver as a free agent. Giants coach John Harbaugh has a history with Beckham from the 2023 season in Baltimore and said they maintain a good relationship.
Politicization in humanities scholarship may compromise scholarly standards
Politicization in humanities scholarship may compromise scholarly standards Stephanie Baum Scientific Editor Andrew Zinin Lead Editor A national report co-authored by a University of Hawaiʻi at Mānoa sociologist has found that while the humanities and social sciences continue to produce rigorous and valuable scholarship, some disciplines are experiencing instances where scholarly standards have been compromised as political considerations shape research and academic evaluation. The report,...
A Pan-pangenome illuminates complex structural variation and selection in humans, chimpanzees, and bonobos
Complete, haplotype-resolved genome assemblies have provided unprecedented insight into the evolution of structurally complex, rapidly evolving regions of human genomes; however, population-scale pangenome resources of our closest relatives, chimpanzees and bonobos (genus, Pan), are necessary to ascertain the origins and evolutionary context of these loci. Here, we sequence and assemble 58 haplotypes from four distinct Pan clades to high contiguity (median contig NG50=54 Mb), including eight...
The Last of the D-Day Veterans
Joe Picard perched atop a precarious mound of 300-plus-pound high-explosive shells as his ship churned toward Normandy’s beaches. The teenager had been at sea only once before, to cross the Atlantic, and now he was sailing across the English Channel to pile into the breach that Allied forces had opened in Hitler’s defenses weeks earlier, on D-Day. Smoke from the fighting still rose on the horizon, but Picard’s eyes scanned the gray water below for signs of German U-boats.
A Switching Beamformer for Highly Non-Stationary Environments
Announce Type: cross Abstract: Adaptive beamforming is a cornerstone of array signal processing, yet its performance often collapses in the face of complex, rapidly changing interference. When interferers appear or move unpredictably, conventional estimators encounter a fundamental memory trade-off: short windows enable rapid tracking but suffer from high estimation variance, while long windows provide stable rejection but fail to adapt to shifts. This challenge is resolved by introducing...
TARIC: Memory-Augmented Traversability-Aware Outdoor VLN under Interrupted Semantic Cues
arXiv:2605.31121v1 Announce Type: new Abstract: Outdoor vision-language navigation (VLN) in long-range, open-world environments is frequently disrupted by semantic-cue interruptions, where informative goal cues become sparse, occluded, or leave the field of view. Once such cues disappear, agents enter a cue-free phase and often degrade into backtracking, oscillatory headings, or aimless exploration. While memory-based methods attempt to bridge these gaps, they often fail under...