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Research
Nov 6
8d ago
Adapting the Process of Adaptation: Darwinian, Lamarckian, and agent-directed evolution in AI
arXiv cs.AI
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Nov 5
8d ago
Formally verifying agent-written full-stack web apps with PDD Kit.
Microsoft Research
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9d ago
Can Large Language Models review the scientific literature? A test against a 102-article benchmark
arXiv cs.AI
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9d ago
CaRe-KT: continuity-aware retrieval-augmented reasoning for knowledge tracing
arXiv cs.LG
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9d ago
Characterising and calibrating decision-aware proper scoring rules for classifier validation
arXiv cs.LG
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9d ago
Combining relevant expert knowledge using mixtures of feedback fuzzy cognitive maps
arXiv cs.AI
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9d ago
Does the Trust Boundary hold over time? A long-horizon benchmark for receiver-directed federated learning
arXiv cs.LG
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9d ago
Dr. No: feature steering for abstention in vision-language models
arXiv cs.LG
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9d ago
Embedding semantic entropy: NLI-free semantic uncertainty estimation with geometry-aware clustering
arXiv cs.LG
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9d ago
ExaTune: exhaustive hyperparameter landscape exploration at scale
arXiv cs.LG
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9d ago
Four extensions of the universal law of robustness: log-concave covariates, heterogeneous mixtures, vector-valued predictors, and Markovian data
arXiv cs.LG
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9d ago
GPU-accelerated SymWarp-FastDEC implements exact self-k-NN kernel to speed up FastDEC clustering
arXiv cs.LG
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9d ago
Grounded but not immune: confirmation bias in agent-as-a-judge
arXiv cs.AI
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9d ago
Injected noise during diffusion sampling influences generalization across datasets
arXiv cs.LG
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9d ago
Iterated creation, grading, and revision of data science projects by language models
arXiv cs.AI
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9d ago
Language models benefit from domain-specific inductive biases.
arXiv cs.LG
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9d ago
Latent cluster separation as a regularizer for lifelong anomaly detection
arXiv cs.LG
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9d ago
Learning directional Randers geometry for latent-space exploration
arXiv cs.LG
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9d ago
Limits of neural controlled differential equations under sparse observations reveal ambiguous terminal states with planar drivers and bounded speed
arXiv cs.LG
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9d ago
MA-SafeDiffuser: safe multi-agent planning with diffusion probabilistic models
arXiv cs.AI
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9d ago
Mixture of Wide Experts: Sparse routing for interpretable native coordinates
arXiv cs.LG
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9d ago
Multi-layer indexer: overlapping selection and attention in DeepSeek sparse attention
arXiv cs.LG
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9d ago
Probabilistic steering of generative priors for lab-in-the-loop antibody optimization
arXiv cs.LG
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9d ago
Quantifying out-of-distribution data severity with Wasserstein distances; benchmarking large language models for alloy property prediction
arXiv cs.LG
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9d ago
Quantifying trait-state hierarchy in EEG foundation model and signal processing embeddings
arXiv cs.AI
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9d ago
RATSIFT: Resolution-Adaptive Transformer for solar irradiance forecasting and temporal downscaling
arXiv cs.LG
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9d ago
Robot memory uncertainty and awareness of knowledge gaps highlighted for safe deployment, says Luca Carlone.
MIT News (AI)
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9d ago
Route to remember: adaptive memory selection for LLM agents; Prospective memory for proactive LLM agents
arXiv cs.AI
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9d ago
Sequential auditing of connected forecast errors under partial observations
arXiv cs.LG
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9d ago
SSPE: robust sequential staypoint extraction in degraded trajectory data
arXiv cs.LG
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9d ago
Stress-testing the robustness of LLM-based causal inference
arXiv cs.LG
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9d ago
Towards automatic heart murmur characterization from multi-spot phonocardiograms
arXiv cs.LG
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9d ago
Towards efficient whole-page ranking with one-pass inference
arXiv cs.AI
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9d ago
Uncertainty-aware resource orchestration for agentic AI systems
arXiv cs.AI
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9d ago
Verified but vacuous: three failure surfaces of LLM-driven verified code generation
arXiv cs.AI
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9d ago
ViBench 2.0: a benchmark for long-horizon software building on Replit to evaluate models across 17 full-stack web products with 241 features
arXiv cs.AI
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9d ago
VirtualTrialHarness coordinates agentic operationalization of virtual trial protocols across complex clinical schemas
arXiv cs.AI
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9d ago
When latent dynamics meet data assimilation: a benchmark of Koopman-type representations
arXiv cs.LG
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9d ago
Who may overrule the agent? Evidence-gated authority in LLM review institutions
arXiv cs.AI
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9d ago
Whose transparency is it anyway? Understanding generative AI transparency needs and gaps across stakeholders
arXiv cs.AI
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