News
A Coding Implementation to Build a Unified Apache Beam Pipeline Demonstrating Batch and Stream Processing with Event-Time Windowing Using DirectRunner
18+ hour, 31+ min ago (295+ words) We install the required dependencies and ensure version compatibility so that Apache Beam. We import the core Beam APIs along with windowing, triggers, and TestStream utilities needed later in the pipeline. We also bring in standard Python modules for time…...
TII Abu-Dhabi Released Falcon H1R-7B: A New Reasoning Model Outperforming Others in Math and Coding with only 7B Params with 256k Context Window
1+ day, 3+ hour ago (497+ words) Technology Innovation Institute (TII), Abu Dhabi, has released Falcon-H1R-7B, a 7B parameter reasoning specialized model that matches or exceeds many 14B to 47B reasoning models in math, code and general benchmarks, while staying compact and efficient. It builds on Falcon H1 7B Base and is…...
Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap
1+ day, 11+ hour ago (856+ words) In deep learning, classification models don't just need to make predictions'they need to express confidence. That's where the Softmax activation function comes in. Softmax takes the raw, unbounded scores produced by a neural network and transforms them into a well-defined…...
NVIDIA AI Released Nemotron Speech ASR: A New Open Source Transcription Model Designed from the Ground Up for Low-Latency Use Cases like Voice Agents
1+ day, 11+ hour ago (387+ words) NVIDIA has just released its new streaming English transcription model (Nemotron Speech ASR) built specifically for low latency voice agents and live captioning. The checkpoint nvidia/nemotron-speech-streaming-en-0.6b on Hugging Face combines a cache aware FastConformer encoder with an RNNT decoder,…...
How to Design an Agentic AI Architecture with LangGraph and OpenAI Using Adaptive Deliberation, Memory Graphs, and Reflexion Loops
1+ day, 18+ hour ago (326+ words) We set up the execution environment by installing all required libraries and importing the core modules. We bring together LangGraph for orchestration, LangChain for model and tool abstractions, and supporting libraries for memory graphs and numerical operations. Check out the'FULL…...
Liquid AI Releases LFM2.5: A Compact AI Model Family For Real On Device Agents
1+ day, 22+ hour ago (311+ words) Liquid AI has introduced LFM2.5, a new generation of small foundation models built on the LFM2 architecture and focused at on device and edge deployments. The model family includes LFM2.5-1.2B-Base and LFM2.5-1.2B-Instruct and extends to Japanese, vision language, and audio language variants....
Marktechpost Releases 'AI2025Dev': A Structured Intelligence Layer for AI Models, Benchmarks, and Ecosystem Signals
2+ day, 7+ hour ago (366+ words) The 2025 release of AI2025Dev expands coverage across two layers: These indexes are designed to be navigable and filterable, rather than static editorial lists, so teams can trace relationships across artifacts like company, model type, benchmark scores, and release timing. AI2025Dev's "AI…...
Alibaba Tongyi Lab Releases MAI-UI: A Foundation GUI Agent Family that Surpasses Gemini 2.5 Pro, Seed1.8 and UI-Tars-2 on AndroidWorld
3+ day, 7+ hour ago (238+ words) We set up the execution environment and install all required dependencies so the tutorial runs reliably on Google Colab. We securely load the OpenAI API key and initialize the core AgentScope components that will be shared across all agents. Check…...
LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression
3+ day, 8+ hour ago (500+ words) Zlab Princeton researchers have released LLM-Pruning Collection, a JAX based repository that consolidates major pruning algorithms for large language models into a single, reproducible framework. It targets one concrete goal, make it easy to compare block level, layer level and…...
This AI Paper from Stanford and Harvard Explains Why Most ‘Agentic AI’ Systems Feel Impressive in Demos and then Completely Fall Apart in Real Use
3+ day, 8+ hour ago (373+ words) HY-MT1.5-7B is an upgraded version of the WMT25 championship system Hunyuan-MT-7B. It is optimized for explanatory translation and mixed language scenarios, and adds native support for terminology intervention, contextual translation and formatted translation. HY-MT1.5-1.8B is the compact variant. It has less…...