ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents Paper • 2606.18037 • Published Aug 27 • 2
view article Article Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents MultiverseComputingCAI • 9 days ago • 21
view article Article Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem MultiverseComputingCAI • 17 days ago • 34
LLM Compression by Block Removal with Constrained Binary Optimization Paper • 2602.00161 • Published Jun 17 • 9
Safety for Whom? Boundary-Aware Self-Distillation for Controlled LLM Safety Refusal Paper • 2609.04482 • Published Sep 3 • 11
view article Article Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic MultiverseComputingCAI • about 1 month ago • 31
view article Article Quantization-Aware Healing: a compressed, 4-bit model that outperforms its full-precision original MultiverseComputingCAI • Aug 25 • 71
Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs Paper • 2608.20953 • Published Aug 21 • 14
view article Article Making Knowledge Distillation Cheap Enough to Run at Scale MultiverseComputingCAI • Aug 10 • 42
Efficient Knowledge Distillation for LLMs: Offline Top-K Logits and a Fused Chunked KL Loss Paper • 2608.03796 • Published Aug 4 • 20