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Bringing Value Models Back: Generative Critics for Value Modeling in LLM Reinforcement Learning5h◆Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks5h◆Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts5h◆In RAG We Trust? Measuring Robustness of Retrieval-Augmented Generation Under Document Poisoning5h◆FrontierChallenge: Evaluating Scientific Workflow Completion5h◆IBIB: A Protocol for Measuring Enterprise AI Systems by Serving Route, Not Model Identifier5h◆AgenticGen: Reward-Guided Agentic Video Generation for Advertising5h◆Strangers to Themselves: What Language Models Say About Themselves Is Generic5h◆Omni Interaction Agent Technical Report5h◆CoGReV: A Confidence-Gated Post-Hoc Non-Monotonic Belief Revision Framework for Phishing Website Classification5h◆Bit-Flip Attacks on Vision-Language-Action Models: Action-Decoding Architecture Shapes the Vulnerability5h◆Can Foundation Models Moderate Online Content? Evaluating Instruction- vs. Example-Driven Policy Operationalization5h◆RiLM: Parameter-Efficient Language Modeling via Geodesic Decoding5h◆Tracing Computation Density in LLMs5h◆Cultural Binding Heads in Language Models5h◆Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training5h◆Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models5h◆Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning5h◆'Ghaib in Translation' aka Unseen Harm: Measuring Cross-Script Safety Inconsistency with 'Missed-in-Urdu' Scores in LLM Hate Speech Detection5h◆DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation5h◆Bringing Value Models Back: Generative Critics for Value Modeling in LLM Reinforcement Learning5h◆Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks5h◆Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts5h◆In RAG We Trust? Measuring Robustness of Retrieval-Augmented Generation Under Document Poisoning5h◆FrontierChallenge: Evaluating Scientific Workflow Completion5h◆IBIB: A Protocol for Measuring Enterprise AI Systems by Serving Route, Not Model Identifier5h◆AgenticGen: Reward-Guided Agentic Video Generation for Advertising5h◆Strangers to Themselves: What Language Models Say About Themselves Is Generic5h◆Omni Interaction Agent Technical Report5h◆CoGReV: A Confidence-Gated Post-Hoc Non-Monotonic Belief Revision Framework for Phishing Website Classification5h◆Bit-Flip Attacks on Vision-Language-Action Models: Action-Decoding Architecture Shapes the Vulnerability5h◆Can Foundation Models Moderate Online Content? Evaluating Instruction- vs. Example-Driven Policy Operationalization5h◆RiLM: Parameter-Efficient Language Modeling via Geodesic Decoding5h◆Tracing Computation Density in LLMs5h◆Cultural Binding Heads in Language Models5h◆Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training5h◆Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models5h◆Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning5h◆'Ghaib in Translation' aka Unseen Harm: Measuring Cross-Script Safety Inconsistency with 'Missed-in-Urdu' Scores in LLM Hate Speech Detection5h◆DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation5h◆

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AI News

Bringing Value Models Back: Generative Critics for Value Modeling in LLM Reinforcement Learning

Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks

Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts

In RAG We Trust? Measuring Robustness of Retrieval-Augmented Generation Under Document Poisoning

FrontierChallenge: Evaluating Scientific Workflow Completion

IBIB: A Protocol for Measuring Enterprise AI Systems by Serving Route, Not Model Identifier

AgenticGen: Reward-Guided Agentic Video Generation for Advertising

Strangers to Themselves: What Language Models Say About Themselves Is Generic

Omni Interaction Agent Technical Report

CoGReV: A Confidence-Gated Post-Hoc Non-Monotonic Belief Revision Framework for Phishing Website Classification

Bit-Flip Attacks on Vision-Language-Action Models: Action-Decoding Architecture Shapes the Vulnerability

Can Foundation Models Moderate Online Content? Evaluating Instruction- vs. Example-Driven Policy Operationalization

RiLM: Parameter-Efficient Language Modeling via Geodesic Decoding

Tracing Computation Density in LLMs

Cultural Binding Heads in Language Models

Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training

Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models

Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning

'Ghaib in Translation' aka Unseen Harm: Measuring Cross-Script Safety Inconsistency with 'Missed-in-Urdu' Scores in LLM Hate Speech Detection

DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation

Elsewise: Authoring Open-ended Interactive Narrative with Possibility Space Visualization

"What Are You Really Trying to Do?": Co-Creating Life Goals from Everyday Computer Use

From Monolithic Blending to Agentic Orchestration: Dynamic Response for Conversational Assistants at Scale

Beyond Prompts: Measuring and Optimizing LLM Tool-Agent Harnesses

MetroLLM-Bench: Evaluating Language Models as Transit Kiosk Runtimes

EvolveScaler: Synthesizing Information-Evolution Contexts via Executable State Machines and Natural-Language Rendering

Hi-FLoop: Hierarchical State-Feedback Loops for Multi-Timescale World Modeling

GANDR: Claim Auditing for Verifiable Legal Answer Generation

SAFER-Activities: A Dataset for Smart Assessment of Fall Events and Routine Activities

When Auditors Fabricate: Batch-Size Degradation and Confident Hallucination in LLM Detection of Planted Document Contamination

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DB Score30 models

AI News

Bringing Value Models Back: Generative Critics for Value Modeling in LLM Reinforcement Learning

Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks

Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts

In RAG We Trust? Measuring Robustness of Retrieval-Augmented Generation Under Document Poisoning

FrontierChallenge: Evaluating Scientific Workflow Completion

IBIB: A Protocol for Measuring Enterprise AI Systems by Serving Route, Not Model Identifier

AgenticGen: Reward-Guided Agentic Video Generation for Advertising

Strangers to Themselves: What Language Models Say About Themselves Is Generic

Omni Interaction Agent Technical Report

CoGReV: A Confidence-Gated Post-Hoc Non-Monotonic Belief Revision Framework for Phishing Website Classification

Bit-Flip Attacks on Vision-Language-Action Models: Action-Decoding Architecture Shapes the Vulnerability

Can Foundation Models Moderate Online Content? Evaluating Instruction- vs. Example-Driven Policy Operationalization

RiLM: Parameter-Efficient Language Modeling via Geodesic Decoding

Tracing Computation Density in LLMs

Cultural Binding Heads in Language Models

Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training

Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models

Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning

'Ghaib in Translation' aka Unseen Harm: Measuring Cross-Script Safety Inconsistency with 'Missed-in-Urdu' Scores in LLM Hate Speech Detection

DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation

Elsewise: Authoring Open-ended Interactive Narrative with Possibility Space Visualization

"What Are You Really Trying to Do?": Co-Creating Life Goals from Everyday Computer Use

From Monolithic Blending to Agentic Orchestration: Dynamic Response for Conversational Assistants at Scale

Beyond Prompts: Measuring and Optimizing LLM Tool-Agent Harnesses

MetroLLM-Bench: Evaluating Language Models as Transit Kiosk Runtimes

EvolveScaler: Synthesizing Information-Evolution Contexts via Executable State Machines and Natural-Language Rendering

Hi-FLoop: Hierarchical State-Feedback Loops for Multi-Timescale World Modeling

GANDR: Claim Auditing for Verifiable Legal Answer Generation

SAFER-Activities: A Dataset for Smart Assessment of Fall Events and Routine Activities

When Auditors Fabricate: Batch-Size Degradation and Confident Hallucination in LLM Detection of Planted Document Contamination

DB Score30 models

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