MMPostTrainBench: Benchmarking Autonomous Research for Multimodal Post-Training
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New papers, breakthroughs and academic AI research
Learning Discriminative Geometry for Drifting Models
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FoSeRL: Formal Sequential Robustness Certification for Reinforcement Learning Policies
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AI Safety via Debate is Compromised by Cognitive Biases
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Hallucination Across the Reasoning Lifecycle: Interface Visibility, Causal Evidence, and Release Control in Large Reasoning Models
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Differentiable Bit-Widths: Co-optimizing Pruning and Quantization via SVD for Ultra-Efficient LLM Compression
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LightMTP: Lightweight Latent Multi-Token Prediction
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DASH: Fast, Valid Counterfactuals for Deep Networks via Batched Directional Search
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Anatomy of LLM Sycophancy: What a Flip Rate Hides
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TrustMI: Causally controlling how assistants trust their users
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Cross-Lingual Transferability of Training Data Extraction Attacks to Recover Memorized PII
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From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation
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