Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents
Multiverse Computing's Hugging Face blog proposes source-aware verification so MCP agents validate information provenance, not just factual correctness.
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Stories tagged #multiverse-computing
Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem
Multiverse Computing frames LLM block pruning as an Ising optimization problem.
Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic
Multiverse Computing's Hugging Face post argues language models should refuse only the relevant subset of a topic instead of over-refusing whole subjects.
Quantization-Aware Healing: a compressed, 4-bit model that outperforms its full-precision original
Multiverse Computing details quantization-aware healing, producing a 4-bit compressed model that reportedly outperforms its full-precision original.