RidgeFill: Training-Free Late-Layer Cache Fill for Faster Prefill. It centres on DeepSeek, and also names Nothing and Llama. Reported by arXiv. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability.
Written by Bharat Hunt from the headline and the coverage below. The original reporting is the source of truth.
Nvidia-backed Reflection unveils first AI model to take on Chinese open models. The story centres on NVIDIA. The Economic Times and The Indian Express have both covered it. Bharat Hunt files it under AI Models and AI Hardware — the section covering a new or updated model, its capabilities, benchmarks or availability.
SelfSearch: Reward-Free Search for Self-Improving Agents. It centres on Benchmarks, and also names DeepSeek. Reported by arXiv. Bharat Hunt files it under AI Tools and AI Research — the section covering applications people use — assistants, editors, search, productivity.
HTN-Orchestrate: A Hierarchical Task Network Framework for Multi-Agent Orchestration. It centres on Benchmarks, and also names DeepSeek. Reported by arXiv. Bharat Hunt files it under AI Agents and AI Models — the section covering autonomous and tool-using systems, agent frameworks, MCP and orchestration.
PresenceBench: An Exploratory Evaluation of Large Language Model Adaptation to User State. It centres on Benchmarks, and also names Claude and DeepSeek. 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.