Code-oriented large language models moved from autocomplete to software engineering systems. In 2025, leading models must fix real GitHub issues, […]
Category: Applications
Cache-to-Cache(C2C): Direct Semantic Communication Between Large Language Models via KV-Cache Fusion
Can large language models collaborate without sending a single token of text? a team of researchers from Tsinghua University, Infinigence […]
How to Create AI-ready APIs?
Postman recently released a comprehensive checklist and developer guide for building AI-ready APIs, highlighting a simple truth: even the most […]
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 of just repeating what training […]
OpenAI Releases Research Preview of ‘gpt-oss-safeguard’: Two Open-Weight Reasoning Models for Safety Classification Tasks
OpenAI has released a research preview of gpt-oss-safeguard, two open weight safety reasoning models that let developers apply custom safety […]
Ant Group Releases Ling 2.0: A Reasoning-First MoE Language Model Series Built on the Principle that Each Activation Enhances Reasoning Capability
How do you build a language model that grows in capacity but keeps the computation for each token almost unchanged? The […]
Microsoft Releases Agent Lightning: A New AI Framework that Enables Reinforcement Learning (RL)-based Training of LLMs for Any AI Agent
How do you convert real agent traces into reinforcement learning RL transitions to improve policy LLMs without changing your existing […]
Liquid AI Releases LFM2-ColBERT-350M: A New Small Model that brings Late Interaction Retrieval to Multilingual and Cross-Lingual RAG
Can a compact late interaction retriever index once and deliver accurate cross lingual search with fast inference? Liquid AI released […]
MiniMax Releases MiniMax M2: A Mini Open Model Built for Max Coding and Agentic Workflows at 8% Claude Sonnet Price and ~2x Faster
Can an open source MoE truly power agentic coding workflows at a fraction of flagship model costs while sustaining long-horizon […]
Zhipu AI Releases ‘Glyph’: An AI Framework for Scaling the Context Length through Visual-Text Compression
Can we render long texts as images and use a VLM to achieve 3–4× token compression, preserving accuracy while scaling […]