ニュース
ArcMemo: Abstract Reasoning Composition with Lifelong LLM Memory
arXiv:2509.04439v1 Announce Type: cross Abstract: While inference-time scaling enables LLMs to carry out increasingly long...
Architectural Fusion Through Contextual Partitioning in Large Language Models: A Novel Approach to Parameterized Knowledge Integration
arXiv:2501.12901v2 Announce Type: replace Abstract: Contextual Partitioning introduces an innovative approach to enhancing the architectural...
Architecting memory and storage in the AI era
The era of AI inference has arrived. Imagine a healthcare system analyzing millions of data...
Apple Researchers Reveal Structural Failures in Large Reasoning Models Using Puzzle-Based Evaluation
Artificial intelligence has undergone a significant transition from basic language models to advanced models that...
Apple Researchers Release CLaRa: A Continuous Latent Reasoning Framework for Compression‑Native RAG with 16x–128x Semantic Document Compression
How do you keep RAG systems accurate and efficient when every query tries to stuff...
Apple makes major AI advance with image generation technology rivaling DALL-E and Midjourney
Apple researchers develop STARFlow, a breakthrough AI image generation system that challenges diffusion models used...
Apple and Duke Researchers Present a Reinforcement Learning Approach That Enables LLMs to Provide Intermediate Answers, Enhancing Speed and Accuracy
Long CoT reasoning improves large language models’ performance on complex tasks but comes with drawbacks...
AP-BMM: Approximating Capability-Efficiency Pareto Sets of LLMs via Asynchronous Prior-guided Bayesian Model Merging
arXiv:2512.09972v5 Announce Type: replace-cross Abstract: Navigating the capability–efficiency trade-off in Large Language Models (LLMs) requires...
Antidistillation Sampling
arXiv:2504.13146v4 Announce Type: replace-cross Abstract: Frontier models that generate extended reasoning traces inadvertently produce rich...
Anthropic’s New Research Shows Claude can Detect Injected Concepts, but only in Controlled Layers
How do you tell whether a model is actually noticing its own internal state instead...
Anthropic’s Code with Claude showed off coding’s future—whether you like it or not
The vibes were strong at Code with Claude, Anthropic’s two-day event for software developers in...
Anthropic’s 3-Step ‘Pace the Frontier’ Plan Wins OpenAI, xAI and Microsoft Support: Is It Too Late to Slow AI Down?
On September 12, 2026, Anthropic CEO Dario Amodei published a writeup ‘We Must Pace the...
