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### QeRL: NVFP4-Quantized Reinforcement Learning (RL) Brings 32B LLM Training to a Single H100—While Improving Exploration

AI Paper Summary Asif Razzaq \- October 15, 2025 0

What would you build if you could run Reinforcement Learning (RL) post-training on a 32B LLM in 4-bit NVFP4—on a single H100—with BF16-level accuracy...



#### Top News



### Alibaba’s Qwen AI Releases Compact Dense Qwen3-VL 4B/8B (Instruct & Thinking) With FP8 Checkpoints

AI Shorts October 14, 2025

### Andrej Karpathy Releases ‘nanochat’: A Minimal, End-to-End ChatGPT-Style Pipeline You Can Train in ~4 Hours for ~$100

Agentic AI October 14, 2025

### A Coding Implementation of Advanced PyTest to Build Customized and Automated Testing with Plugins, Fixtures, and JSON Reporting

Editors Pick October 14, 2025

### NVIDIA Researchers Propose Reinforcement Learning Pretraining (RLP): Reinforcement as a Pretraining Objective for Building Reasoning During Pretraining

AI Paper Summary October 14, 2025

### 7 LLM Generation Parameters—What They Do and How to Tune Them?

Agentic AI October 14, 2025



Trending

### QeRL: NVFP4-Quantized Reinforcement Learning (RL) Brings 32B LLM Training to a Single H100—While Improving Exploration

### Building a Context-Folding LLM Agent for Long-Horizon Reasoning with Memory Compression and Tool Use

### Anthropic Launches Claude Haiku 4.5: Small AI Model that Delivers Sonnet-4-Level Coding Performance at One-Third the Cost and more than Twice the Speed

### Meta AI’s ‘Early Experience’ Trains Language Agents without Rewards—and Outperforms Imitation Learning

### Alibaba’s Qwen AI Releases Compact Dense Qwen3-VL 4B/8B (Instruct & Thinking) With FP8 Checkpoints



#### New Releases



### Anthropic Launches Claude Haiku 4.5: Small AI Model that Delivers Sonnet-4-Level Coding Performance at One-Third the Cost and more than Twice the Speed

Agentic AI October 15, 2025

### Alibaba’s Qwen AI Releases Compact Dense Qwen3-VL 4B/8B (Instruct & Thinking) With FP8 Checkpoints

AI Shorts October 14, 2025

### Andrej Karpathy Releases ‘nanochat’: A Minimal, End-to-End ChatGPT-Style Pipeline You Can Train in ~4 Hours for ~$100

Agentic AI October 14, 2025

### NVIDIA Researchers Propose Reinforcement Learning Pretraining (RLP): Reinforcement as a Pretraining Objective for Building Reasoning During Pretraining

AI Paper Summary October 14, 2025

### ServiceNow AI Research Releases DRBench, a Realistic Enterprise Deep-Research Benchmark

Agentic AI October 14, 2025

### Meta’s ARE + Gaia2 Set a New Bar for AI Agent Evaluation under Asynchronous, Event-Driven Conditions

Agentic AI October 13, 2025

### Microsoft AI Debuts MAI-Image-1: An In-House Text-to-Image Model that Enters LMArena’s Top-10

AI Shorts October 13, 2025



#### Generative AI



### Researchers from Dataocean AI and Tsinghua University Introduces Dolphin: A Multilingual Automatic Speech Recognition ASR Model Optimized for Eastern Languages and Dialects

AI Paper SummaryApril 3, 2025

Automatic speech recognition (ASR) technologies have advanced significantly, yet notable disparities remain in their ability to accurately recognize diverse languages. Prominent ASR systems, such as OpenAI's Whisper, exhibit pronounced performance gaps when processing Eastern languages compared...



### Anthropic Launches Claude Haiku 4.5: Small AI Model that Delivers Sonnet-4-Level Coding Performance at One-Third the Cost and more than Twice the Speed

Agentic AI October 15, 2025

Anthropic released Claude Haiku 4.5, a latency-optimized “small” model that delivers similar levels of coding performance to Claude Sonnet 4 while running more than twice as fast at one-third the cost. The model is immediately available...

### Meta AI’s ‘Early Experience’ Trains Language Agents without Rewards—and Outperforms Imitation Learning

Agentic AI October 15, 2025

How would your agent stack change if a policy could train purely from its own outcome-grounded rollouts—no rewards, no demos—yet beat imitation learning across eight benchmarks? Meta Superintelligence Labs propose 'Early Experience', a reward-free training approach...



#### Enterprise AI



### ServiceNow AI Research Releases DRBench, a Realistic Enterprise Deep-Research Benchmark

Agentic AI October 14, 2025



### UT Austin and ServiceNow Research Team Releases AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs

AI Paper Summary September 14, 2025

### Deepdub Introduces Lightning 2.5: A Real-Time AI Voice Model With 2.8x Throughput Gains for Scalable AI Agents and Enterprise AI

Agentic AI September 11, 2025

### TwinMind Introduces Ear-3 Model: A New Voice AI Model that Sets New Industry Records in Accuracy, Speaker Labeling, Languages and Price

Artificial Intelligence September 11, 2025



### NVIDIA AI Open-Sources ViPE (Video Pose Engine): A Powerful and Versatile 3D Video Annotation Tool for Spatial AI

AI Paper Summary September 15, 2025

### GibsonAI Releases Memori: An Open-Source SQL-Native Memory Engine for AI Agents

Agentic AI September 8, 2025



#### Implementations/Tutorials



### Building a Context-Folding LLM Agent for Long-Horizon Reasoning with Memory Compression and Tool Use

Agentic AI October 15, 2025

### A Coding Implementation of Advanced PyTest to Build Customized and Automated Testing with Plugins, Fixtures, and JSON Reporting

Editors Pick October 14, 2025

### Ivy Framework Agnostic Machine Learning Build, Transpile, and Benchmark Across All Major Backends

Artificial Intelligence October 13, 2025

### How to Evaluate Your RAG Pipeline with Synthetic Data?

Artificial Intelligence October 13, 2025

### A Coding Implementation of Secure AI Agent with Self-Auditing Guardrails, PII Redaction, and Safe Tool Access in Python

Agentic AI October 12, 2025

### A Coding Guide to Master Self-Supervised Learning with Lightly AI for Efficient Data Curation and Active Learning

Artificial Intelligence October 11, 2025



#### Open Source AI



### Alibaba’s Qwen AI Releases Compact Dense Qwen3-VL 4B/8B (Instruct & Thinking) With FP8 Checkpoints

AI Shorts October 14, 2025

### Andrej Karpathy Releases ‘nanochat’: A Minimal, End-to-End ChatGPT-Style Pipeline You Can Train in ~4 Hours for ~$100

Agentic AI October 14, 2025

### ServiceNow AI Research Releases DRBench, a Realistic Enterprise Deep-Research Benchmark

Agentic AI October 14, 2025

### Sentient AI Releases ROMA: An Open-Source and AGI Focused Meta-Agent Framework for Building AI Agents with Hierarchical Task Execution

Agentic AI October 11, 2025

### Liquid AI Releases LFM2-8B-A1B: An On-Device Mixture-of-Experts with 8.3B Params and a 1.5B Active Params per Token

AI Shorts October 10, 2025

### Google Open-Sources an MCP Server for the Google Ads API, Bringing LLM-Native Access to Ads Data

Agentic AI October 10, 2025

Content from Our Partners

### Bringing AI Agents Into Any UI: The AG-UI Protocol for Real-Time, Structured Agent–Frontend Streams

Asif Razzaq \- September 18, 2025 0

AI agents are no longer just chatbots that spit out answers. They’re evolving into complex systems that can reason step by step, call APIs,...

### NVIDIA AI Open-Sources ViPE (Video Pose Engine): A Powerful and Versatile 3D Video Annotation...

Jean-marc Mommessin \- September 15, 2025 0

How do you create 3D datasets to train AI for Robotics without expensive traditional approaches? A team of researchers from NVIDIA released "ViPE: Video...

### GibsonAI Releases Memori: An Open-Source SQL-Native Memory Engine for AI Agents

Asif Razzaq \- September 8, 2025 0

When we think about human intelligence, memory is one of the first things that comes to mind. It’s what enables us to learn from...

### Meet ARGUS: A Scalable AI Framework for Training Large Recommender Transformers to One Billion...

Asif Razzaq \- September 6, 2025 0

Yandex has introduced ARGUS (AutoRegressive Generative User Sequential modeling), a large-scale transformer-based framework for recommender systems that scales up to one billion parameters. This...

### Grounding Medical AI in Expert‑Labeled Data: A Case Study on PadChest-GR- the First Multimodal,...

Tristan Bishop \- August 28, 2025 0

Table of contentsA Multimodal Radiology BreakthroughThe Challenge: Moving Beyond Image ClassificationHuman‑in‑the‑Loop at Clinical ScaleThe Dataset: PadChest‑GROutcomes and ImplicationsBroader Reflections: Why Data Matters in Medical...

### NVIDIA AI Released DiffusionRenderer: An AI Model for Editable, Photorealistic 3D Scenes from a...

Jean-marc Mommessin \- July 10, 2025 0

AI-powered video generation is improving at a breathtaking pace. In a short time, we've gone from blurry, incoherent clips to generated videos with stunning...

### From Backend Automation to Frontend Collaboration: What’s New in AG-UI Latest Update for AI...

Asif Razzaq \- June 19, 2025 0

Introduction AI agents are increasingly moving from pure backend automators to visible, collaborative elements within modern applications. However, making agents genuinely interactive—capable of both responding...

### Yandex Releases Alchemist: A Compact Supervised Fine-Tuning Dataset for Enhancing Text-to-Image T2I Model Quality

Asif Razzaq \- June 9, 2025 0

Despite the substantial progress in text-to-image (T2I) generation brought about by models such as DALL-E 3, Imagen 3, and Stable Diffusion 3, achieving consistent...

### Meet Yambda: The World’s Largest Event Dataset to Accelerate Recommender Systems

Asif Razzaq \- June 2, 2025 0

Yandex has recently made a significant contribution to the recommender systems community by releasing Yambda, the world’s largest publicly available dataset for recommender system...

### Rime Introduces Arcana and Rimecaster (Open Source): Practical Voice AI Tools Built on Real-World...

Asif Razzaq \- May 14, 2025 0

The field of Voice AI is evolving toward more representative and adaptable systems. While many existing models have been trained on carefully curated, studio-recorded...

### AG-UI (Agent-User Interaction Protocol): An Open, Lightweight, Event-based Protocol that Standardizes How AI Agents Connect...

Asif Razzaq \- May 12, 2025 0

The current generation of AI agents has made significant progress in automating backend tasks such as summarization, data migration, and scheduling. While effective, these...

### Diagnosing and Self- Correcting LLM Agent Failures: A Technical Deep Dive into τ-Bench Findings...

Asif Razzaq \- April 30, 2025 0

Deploying large language model (LLM)-based agents in production settings often reveals critical reliability issues. Accurately identifying the causes of agent failures and implementing proactive...

### Atla AI Introduces the Atla MCP Server: A Local Interface of Purpose-Built LLM Judges...

Asif Razzaq \- April 22, 2025 0

Reliable evaluation of large language model (LLM) outputs is a critical yet often complex aspect of AI system development. Integrating consistent and objective evaluation...

### LLMs No Longer Require Powerful Servers: Researchers from MIT, KAUST, ISTA, and Yandex Introduce...

Asif Razzaq \- April 11, 2025 0

HIGGS — the innovative method for compressing large language models was developed in collaboration with teams at Yandex Research, MIT, KAUST and ISTA. HIGGS makes...

AI News (Video)

#anthropic Launches Claude Haiku 4.5: Sonnet-level #coding at 1/3 cost and 2× speed

03:16

Alibaba Qwen introduces the compact, dense versions of Qwen3-VL — now available in 4B and 8B pairs..

02:23

A tiny 7 Million parameter model just beat DeepSeek-R1, Gemini 2.5 pro, and o3-mini at reasoning ..

02:01

Anthropic Releases Petri: An Open-Source Agentic Auditing Plarform for Multi-Turn LLM Safety

02:09

Meta AI Released OpenZL: An Open Source Format-Aware Compression Framework

02:19

DeepMind Launches CodeMender: A New AI-Powered Agent that Improves Code Security Automatically

01:56

TUMIX: an AI framework that integrates Code Interpreter and Search into LLMs via test-time scaling

02:19

IBM Releases Granite 4.0: Hybrid Mamba-Transformer, 70% Memory Savings, ISO/IEC 42001..

02:54

ServiceNow AI Releases Apriel-1.5-15B-Thinker: Open-weights multimodal reasoner model

01:57

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