The Archive

Logit-Contribution Scoring method identifies attention heads performing non-literal synthesis in long-context LLM retrieval tasks.

Benchmark of foundation models vs. radiomics for lung CT analysis, isolating contributions of feature extractors, classifiers, and segmentation.

KnowledgeDebugger: GUI tool for knowledge localization and editing in Transformers, integrating EasyEdit library with no-code interface.

Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always. Now type “Another” and you’ll get 3 or 4. Type “Another” again and you’ll get 8 or 9. That won’t work every…

Multitask learning framework for mixed-type outcomes using shared sparsity and monotone transformation-invariant loss functions.

Warp CEO Zach Lloyd argues automated software factories will become standard for major projects, outlining preparation strategies for engineers.

SWE-Doctor: LLM-based code agent using multi-faceted bug reproduction tests for runtime diagnosis to improve software patch generation.

LLM-powered agent simulates semantic human trajectories in zoned environments to reduce costly real-world data collection.

Venice AI is already profitable, with annualized run-rate revenues of over $70 million, CEO Erik Voorhees said.

ML pipeline detects stress from speech using speaker diarization on Trier Social Stress Test data.

Google's 24/7 agentic assistant, Gemini Spark, comes to Mac alongside other improvements, like real-time tracking and support for more apps.

TRCGL-Net addresses long-tail chest X-ray classification via diffusion-based augmentation and label co-occurrence modeling.

Bayesian uncertainty propagation framework for agentic RAG systems identifies failure points in multi-hop reasoning.

Svarna open-source corpus workbench integrates 507M words across Modern Greek registers and dialects.

Survey of 200+ VIS4ML papers maps how humans inject knowledge into ML workflows via interactive visualization.

Zero-shot benchmark evaluates Claude, GPT-5.4, and Gemini on fine-grained 13-class emotion classification.

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Controlled CV-versus-DV quantum neural network comparison on wafer-map defect classification for yield.

LeNEPA self-supervised method for time-series representation learning without augmentation.

Aionoscope diagnostic tool debugs latent-state accessibility in frozen time-series representations.

Compares strategies for learning cardiac motion priors in implicit neural representations to accelerate optimization.

Uses diffusion/flow models as geometric maps to enable gradient descent on learned data manifolds.

Studies emotion steering in text-to-speech models via activation steering on speech language models and flow-matching modules.

Meta is developing plans for a cloud infrastructure business, selling access to AI compute power and models. The move would pit it against the big cloud providers like Amazon Web Services, Google Cloud, and Microsoft Azure.

Measures instability in LLM persona-driven outputs for multiple-choice QA across performance, outcome, and question dimensions.

Proposes ILLUME+, a post-hoc explainability framework for cancer drug response prediction using multivariate gene interactions.

Develops post-training pruning methods for Diffusion Transformers that account for their unique weight distribution and skip-connections.

Proposes GMHF framework combining meta-learning with human feedback to guide synthetic data generation for domain adaptation.

Introduces Graph-PRefLexOR, a graph-native reasoning model fine-tuned with GRPO for traceable materials discovery hypothesis generation.

Presents MAGNET, a multi-agent narrative engine with persona-grounded characters, and ATLAS, a verification pipeline for long-form story generation.