{"slug": "persistent-state-machines-for-llm-attention-vivado-estimated-0-0267-pj-op", "title": "Persistent State Machines for LLM Attention (Vivado Estimated 0.0267 PJ/Op)", "summary": "A research paper titled 'Persistent State Machines for LLM Attention' proposes a hardware design for large language model attention mechanisms, estimating energy consumption at 0.0267 picojoules per operation using Vivado. The paper's access is restricted due to unusual traffic from the user's network.", "body_md": "Access to this resource has been restricted due to unusual traffic from your network.\n\nIf you believe this is a mistake, please [contact our support line](/support?ref=d89fe66cc98bafc27ef33c6a473b18c4&category=problem-report) and we will look into your request.\n\n**Reference:** `d89fe66cc98bafc27ef33c6a473b18c4`\n\n**Timestamp:** `2026-07-30T03:22:30+02:00`", "url": "https://wpnews.pro/news/persistent-state-machines-for-llm-attention-vivado-estimated-0-0267-pj-op", "canonical_source": "https://zenodo.org/records/21694686", "published_at": "2026-07-30 00:56:56+00:00", "updated_at": "2026-07-30 01:22:32.844132+00:00", "lang": "en", "topics": ["large-language-models", "ai-research", "ai-chips"], "entities": ["Vivado"], "alternates": {"html": "https://wpnews.pro/news/persistent-state-machines-for-llm-attention-vivado-estimated-0-0267-pj-op", "markdown": "https://wpnews.pro/news/persistent-state-machines-for-llm-attention-vivado-estimated-0-0267-pj-op.md", "text": "https://wpnews.pro/news/persistent-state-machines-for-llm-attention-vivado-estimated-0-0267-pj-op.txt", "jsonld": "https://wpnews.pro/news/persistent-state-machines-for-llm-attention-vivado-estimated-0-0267-pj-op.jsonld"}}