Actualités
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...
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 study: Leading AI models show up to 96% blackmail rate against executives
Anthropic research reveals AI models from OpenAI, Google, Meta and others chose blackmail, corporate espionage...
Anthropic says it solved the long-running AI agent problem with a new multi-session Claude SDK
Agent memory remains a problem that enterprises want to fix, as agents forget some instructions...
Anthropic revenue tied to two customers as AI pricing war threatens margins
Anthropic faces risks as $5B run rate leans on Cursor and GitHub Copilot as OpenAI’s...
