StateLoop: Persistent State for Looped Transformers. The story centres on Perplexity. Reported by arXiv. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability. Open the original report for the full detail.
Written by Bharat Hunt from the headline and the coverage below. The original reporting is the source of truth.
DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems. It centres on Benchmarks, and also names Perplexity. Reported by arXiv. Bharat Hunt files it under AI Models and AI Research — the section covering a new or updated model, its capabilities, benchmarks or availability.
Differentially Private Mixing of Public Datasets Improves Private Learning. It centres on Fine-tuning, and also names Perplexity. Reported by arXiv. Bharat Hunt files it under AI Regulation — the section covering law, policy, courts, standards and government positions on AI.
Output-aware Residual Stream Pruning for Large Language Models. It centres on Inference, and also names Perplexity. Reported by arXiv. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability.
Telescopic Language Models. It centres on Nothing, and also names Inference and Perplexity. Reported by arXiv. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability. Open the original report for the full detail.