counterfactual history
PulseAugur coverage of counterfactual history — every cluster mentioning counterfactual history across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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AI knowledge-editing benchmarks flawed, new study finds
A new research paper published on arXiv by Aditya Pratap Singh and colleagues reveals significant limitations in current knowledge-editing benchmarks for AI models. Their study, using a gradient-free system called INLAY…
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New framework RARE improves MoE language model steering
Researchers have developed RARE, a new framework for steering Mixture-of-Experts (MoE) language models, which decouples representation steering from expert routing. This approach projects behavioral perturbations onto t…
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PRISM Edit enhances LLM temporal fact updates without retraining
Researchers have developed PRISM Edit, a novel method for updating temporal facts in large language models without full retraining. Unlike traditional methods that replace information, PRISM Edit optimizes a single repr…
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New MAAT unlearning method tackles 'Why' questions with balanced benchmark
Researchers have introduced MAAT, a novel three-phase framework for targeted machine unlearning that specifically addresses the difficulty of removing causal knowledge. Existing benchmarks are skewed, underrepresenting …