AI Safety & Ethics

India advancing AI-ready public data infrastructure for smarter governance

India has reported significant progress in developing artificial intelligence (AI)-ready public data infrastructure, with a range of digi...

[R] I trained a 3k parameter model on XOR sequences of length 20. It extrapolates perfectly to length 1,000,000. Here's why I think that's architecturally significant.

I've been working on an alternative to attention-based sequence modeling that I'm calling Geometric Flow Networks (GFN). The core idea: i...

[D] Data curation and targeted replacement as a pre-training alignment and controllability method

Hi, r/MachineLearning: has much research been done in large-scale training scenarios where undesirable data has been replaced before trai...

[2603.04986] Debiasing Sequential Recommendation with Time-aware Inverse Propensity Scoring

Abstract page for arXiv paper 2603.04986: Debiasing Sequential Recommendation with Time-aware Inverse Propensity Scoring

[2603.04976] 3D-RFT: Reinforcement Fine-Tuning for Video-based 3D Scene Understanding

Abstract page for arXiv paper 2603.04976: 3D-RFT: Reinforcement Fine-Tuning for Video-based 3D Scene Understanding

[2603.04968] When Weak LLMs Speak with Confidence, Preference Alignment Gets Stronger

Abstract page for arXiv paper 2603.04968: When Weak LLMs Speak with Confidence, Preference Alignment Gets Stronger

[2603.04905] Deterministic Preprocessing and Interpretable Fuzzy Banding for Cost-per-Student Reporting from Extracted Records

Abstract page for arXiv paper 2603.04905: Deterministic Preprocessing and Interpretable Fuzzy Banding for Cost-per-Student Reporting from...

[2603.04676] Decoding the Pulse of Reasoning VLMs in Multi-Image Understanding Tasks

Abstract page for arXiv paper 2603.04676: Decoding the Pulse of Reasoning VLMs in Multi-Image Understanding Tasks

[2603.04421] Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?

Abstract page for arXiv paper 2603.04421: Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?

[2603.04410] SalamahBench: Toward Standardized Safety Evaluation for Arabic Language Models

Abstract page for arXiv paper 2603.04410: SalamahBench: Toward Standardized Safety Evaluation for Arabic Language Models

[2603.04407] Semantic Containment as a Fundamental Property of Emergent Misalignment

Abstract page for arXiv paper 2603.04407: Semantic Containment as a Fundamental Property of Emergent Misalignment

[2603.05485] Towards Provably Unbiased LLM Judges via Bias-Bounded Evaluation

Abstract page for arXiv paper 2603.05485: Towards Provably Unbiased LLM Judges via Bias-Bounded Evaluation

[2603.05295] WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces

Abstract page for arXiv paper 2603.05295: WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces

[2603.05040] Enhancing Zero-shot Commonsense Reasoning by Integrating Visual Knowledge via Machine Imagination

Abstract page for arXiv paper 2603.05040: Enhancing Zero-shot Commonsense Reasoning by Integrating Visual Knowledge via Machine Imagination

[2603.05027] S5-SHB Agent: Society 5.0 enabled Multi-model Agentic Blockchain Framework for Smart Home

Abstract page for arXiv paper 2603.05027: S5-SHB Agent: Society 5.0 enabled Multi-model Agentic Blockchain Framework for Smart Home

[2603.04904] Alignment Backfire: Language-Dependent Reversal of Safety Interventions Across 16 Languages in LLM Multi-Agent Systems

Abstract page for arXiv paper 2603.04904: Alignment Backfire: Language-Dependent Reversal of Safety Interventions Across 16 Languages in ...

[2603.04837] Design Behaviour Codes (DBCs): A Taxonomy-Driven Layered Governance Benchmark for Large Language Models

Abstract page for arXiv paper 2603.04837: Design Behaviour Codes (DBCs): A Taxonomy-Driven Layered Governance Benchmark for Large Languag...

[2603.04822] VISA: Value Injection via Shielded Adaptation for Personalized LLM Alignment

Abstract page for arXiv paper 2603.04822: VISA: Value Injection via Shielded Adaptation for Personalized LLM Alignment

[2603.04746] Visioning Human-Agentic AI Teaming: Continuity, Tension, and Future Research

Abstract page for arXiv paper 2603.04746: Visioning Human-Agentic AI Teaming: Continuity, Tension, and Future Research

[2603.04631] Towards automated data analysis: A guided framework for LLM-based risk estimation

Abstract page for arXiv paper 2603.04631: Towards automated data analysis: A guided framework for LLM-based risk estimation

[2603.04582] Self-Attribution Bias: When AI Monitors Go Easy on Themselves

Abstract page for arXiv paper 2603.04582: Self-Attribution Bias: When AI Monitors Go Easy on Themselves

[2603.04514] Progressive Refinement Regulation for Accelerating Diffusion Language Model Decoding

Abstract page for arXiv paper 2603.04514: Progressive Refinement Regulation for Accelerating Diffusion Language Model Decoding

Pentagon formally designates Anthropic a supply chain risk amid feud over AI guardrails