AI Infrastructure

189 articles in this category (Page 4 of 8)

AI NewsAI InfrastructureTutorials

Mastering ModelScope: A Technical Guide to End-to-End AI Workflows

Implement ModelScope for NLP and CV tasks using a DistilBERT fine-tuning workflow on IMDB with native ONNX export support.

Apr 8, 2026

AI NewsAI InfrastructureTutorials

How to Deploy Open WebUI with Secure OpenAI API Integration, Public Tunneling, and Browser-Based Chat Access

Deploy Open WebUI on Colab with secure OpenAI API integration and Cloudflare tunneling to establish browser-based access in under 120 seconds.

Apr 7, 2026

AI NewsAI InfrastructureDeep Learning

Optimizing Deep Learning Workflows with NVIDIA Transformer Engine: FP8 and Mixed Precision Implementation

Learn to implement NVIDIA Transformer Engine with FP8 precision to accelerate training while maintaining accuracy through a robust fallback-enabled workflow.

Apr 6, 2026

AI NewsAI InfrastructureOpen Source

AutoKernel: Automating GPU Kernel Optimization with LLM Agent Loops

RightNow AI's AutoKernel achieves up to 5.29x speedups on H100 GPUs by using autonomous LLM agents to optimize Triton kernels.

Apr 6, 2026

AI NewsKubernetesAI Infrastructure

Optimizing LLM Deployment Costs with Kubernetes-Native Scaling Strategies

Optimize AI infrastructure expenses using Kubernetes-native serving strategies, automated scaling, and cost monitoring for production-grade LLM workloads.

Apr 5, 2026

AI NewsAI InfrastructureMachine Learning

Optimizing Deep Learning Models with NVIDIA Model Optimizer and FastNAS Pruning

Learn how to build an end-to-end optimization pipeline using NVIDIA Model Optimizer and FastNAS to reduce ResNet20 complexity to a 60M FLOPs target.

Apr 3, 2026

AI NewsAgentic AIAI Infrastructure

Defeating the ‘Token Tax’: Google Gemma 4 and NVIDIA Revolutionize Local Agentic AI

NVIDIA RTX GPUs deliver up to 2.7x inference performance gains over M3 Ultra chips, enabling Google Gemma 4 models to run locally and eliminate astronomical cloud API Token Taxes.

Apr 2, 2026

AI NewsAI InfrastructureMachine Learning

Hugging Face Releases TRL v1.0: A Unified Post-Training Stack for SFT, Reward Modeling, DPO, and GRPO Workflows

Hugging Face TRL v1.0 standardizes LLM post-training with a unified CLI and config system, delivering up to 2x training speed and a 70% reduction in memory usage.

Apr 1, 2026

AI NewsAI InfrastructureDevOps

Building a $32/mo AI Backend: The Supabase, VAPI, and Asterisk Stack

Domonique Luchin built a vertically integrated AI backend for six businesses costing just $32-$45/month using Supabase and VAPI.

Mar 31, 2026

AI NewsAgentic AIAI Infrastructure

Agent-Infra AIO Sandbox: A Unified Execution Layer for AI Agents

Agent-Infra releases AIO Sandbox, an open-source runtime integrating Chromium, Python, and Node.js into a unified filesystem for agentic AI.

Mar 29, 2026

AI NewsAI InfrastructureReinforcement Learning

NVIDIA AI Unveils ProRL Agent: Decoupled Rollout-as-a-Service for Multi-Turn LLM RL

NVIDIA’s ProRL Agent decouples rollout orchestration from training, nearly doubling Qwen3-8B performance on SWE-Bench Verified from 9.6% to 18.0%.

Mar 27, 2026

AI NewsAI InfrastructureTech News

Google Introduces TurboQuant: A New Compression Algorithm that Reduces LLM Key-Value Cache Memory by 6x and Delivers Up to 8x Speedup

TurboQuant reduces LLM KV cache memory by 6x and delivers up to 8x speedup with zero accuracy loss using a data-oblivious quantization framework.

Mar 25, 2026

AI NewsAI InfrastructureAIOps

The $47,000 AI Agent Loop: A Case Study in Multi-Agent Observability

A multi-agent research system incurred $47,000 in costs over eleven days after two agents entered an undetected recursive loop without an orchestrator or termination conditions.

Mar 23, 2026

AI NewsAgentic AIAI Infrastructure

Meta AI Hyperagents: Achieving Recursive Self-Improvement via Metacognitive Self-Modification

Meta AI's DGM-H hyperagents achieve 0.710 performance in paper reviews by rewriting their own improvement logic without manual intervention.

Mar 23, 2026

SemiconductorsAI InfrastructureRegulatory

NVIDIA (NVDA) 21-Day Outlook: China H200 Approval and Product Expansion Signal Upside Despite Macro Risks

NVIDIA is positioned for a price increase driven by China's regulatory approval for H200 chips and strong $78B Q1 guidance, though high beta and macro risks warrant caution.

Mar 23, 2026NVDA

AI NewsAI InfrastructureAgentic AI

GitAgent: A Universal Open-Source Format for Framework-Agnostic AI Agents

GitAgent introduces an open-source CLI tool to decouple AI agent logic from frameworks like LangChain and AutoGen using a Git-native architecture for better portability.

Mar 22, 2026

AI NewsDevOpsAI Infrastructure

Critical Observability Strategies for Model Context Protocol (MCP) Servers

Implementing monitoring for MCP servers prevented silent failures and recovered 60+ lost API calls across a two-day outage.

Mar 21, 2026

AI NewsAgentic AIAI Infrastructure

NVIDIA Open-Sources OpenShell: Secure Sandboxed Runtime for AI Agents

NVIDIA released OpenShell under Apache 2.0, a secure runtime providing kernel-level sandboxing and L7 policy enforcement for autonomous AI agents.

Mar 18, 2026

AI NewsAI InfrastructureMachine Learning

Mamba-3: Advancing Inference Efficiency with MIMO Decoding and 2x State Reduction

Mamba-3 achieves 57.6% downstream accuracy at 1.5B scale, outperforming Mamba-2 by 1.9 points using an inference-first MIMO architecture.

Mar 18, 2026

AI NewsNetworkingAI Infrastructure

NVIDIA Spectrum-X: Scaling AI Training with 1.6x Ethernet Performance Gains

NVIDIA Spectrum-X delivers 1.6x better AI workload performance over commodity Ethernet by coupling Spectrum-4 ASICs with BlueField-3 SuperNICs.

Mar 17, 2026

AI NewsAI InfrastructureOpen Source

Unsloth Studio: No-Code LLM Fine-Tuning with 70% Less VRAM

Unsloth Studio launches as a local no-code interface for LLM fine-tuning, reducing VRAM usage by 70% and doubling training speeds via Triton kernels.

Mar 17, 2026

AI NewsAI InfrastructureTechnology

High-Performance GPU Simulation and Differentiable Physics with NVIDIA Warp

Build GPU-accelerated simulations with NVIDIA Warp kernels, enabling high-throughput parallel computation and differentiable physics workflows in Python.

Mar 16, 2026

TechnologyAI InfrastructureEnterprise Software

Microsoft (MSFT) 21-Day Outlook: AI Backlog and Copilot Adoption Drive Bullish Momentum (Confidence: 8/10)

Microsoft's massive $625B backlog and strategic AI product launches signal strong medium-term upside potential.

Mar 16, 2026MSFT

TechnologyAI InfrastructureMarket Analysis

Alphabet Inc. (GOOGL): Oversold RSI and AI Cloud Growth Signal 21-Day Rebound Despite Capex Concerns

Alphabet's oversold technicals and 48% Cloud growth present a compelling upside case, though massive 2026 AI infrastructure spending has triggered recent institutional trimming.

Mar 13, 2026GOOGL