#AMD

235 related articles

Jul 17, 2026·3 min

Open-Source LLM Surge: K3 and V4 Drop Together as the Marginal Cost of Intelligence Approaches Zero

Kimi K3, DeepSeek V4, Liquid, and Mistral are all dropping at once. MXFP4 quantization and MoE architecture are pushing the marginal cost of intelligence toward zero. Here's what it means.

Jul 16, 2026·4 min

OpenAI Reveals Agent Sandbox Cloud: Design Philosophy from microVMs to Global Orchestration

A deep dive into OpenAI's Agent sandbox cloud architecture: the security evolution from Fork and containers to gVisor and microVMs, plus copy-on-write snapshots and global orchestration.

Jul 16, 2026·3 min

Qwen3.5 Uncensored Version Local Deployment: Run a 35B Model on Just 6GB VRAM

Run Qwen3 35B-A3B uncensored locally on just 6GB VRAM using llama.cpp and GGUF quantization. Full deployment guide, code generation tests, and Agent integration walkthrough.

Jul 16, 2026·2 min

Kova: The Open-Source Tool for Building Presentations with Markdown

Kova is an open-source Markdown presentation tool for developers. With Git support and content-style separation, it hit 250 GitHub Stars in just three weeks.

Jul 16, 2026·2 min

llama.cpp Milestone: The Open-Source Evolution of Local LLM Inference

llama.cpp hits a new milestone, growing from a solo hobby project into core local AI inference infrastructure. Explore its iteration speed, GGUF quantization, and how AI coding agents are reshaping open-source development.

Jul 15, 2026·3 min

Can GPT-5.6 Prove a 50-Year Graph Theory Conjecture? The Boundaries and Verification of AI Mathematical Reasoning

GPT-5.6 Soul Ultra claims to prove the 50-year-old Cycle Double Cover Conjecture in under an hour using 64 parallel agents. We examine the technical path, missing peer review, and formal verification gaps.

4 Alternatives for Running CUDA on Non…

Jul 15, 2026·3 min

4 Alternatives for Running CUDA on Non-NVIDIA Hardware: A Comparative Guide

A deep dive into running CUDA on non-NVIDIA hardware (AMD, Intel): comparing ROCm/HIP, ZLUDA, SYCL/oneAPI, and OpenCL across principles, use cases, and limitations.

Building an eGPU for Local LLM on a $1…

Jul 14, 2026·2 min

Building an eGPU for Local LLM on a $1,000 Budget: A Practical Buying and Setup Guide

Building an eGPU for local LLMs on a $1,000 budget? This guide covers GPU selection, dock costs, RTX 3090 vs 3060 value, and top tools like Ollama and llama.cpp.

Jul 14, 2026·3 min

Zer0Fit: Connecting Google's TabFM and TimesFM to LLM Chat Interfaces via MCP

Zer0Fit wraps Google's TabFM and TimesFM foundation models as MCP servers, letting users run classification, regression, and time series forecasting through a local LLM chat interface — no ML code required.

Jul 13, 2026·2 min

AI-Powered Malaria Cell Detection: A Complete Guide to Medical Image Classification

A deep dive into a deep learning malaria cell classifier: binary classification, Hugging Face Spaces deployment, and Gradio UI — plus the real limits of medical AI.

Jul 13, 2026·3 min

Local Gemma 3 12B as an AI Agent: A Practical Guide to Tool Calling and Framework Selection

Running Gemma 3 12B locally via Ollama and want to build an AI Agent? This guide covers tool calling, n8n/LangChain/CrewAI comparisons, context limits, and more.

Jul 13, 2026·3 min

AI-Powered Home Server Setup from Scratch: Hardware Selection to Remote Management

With AI tools, beginners can build a home self-hosting server without years of experience. This guide covers hardware selection (HP EliteDesk, ZFS, IP-KVM), Docker deployment, and how AI compresses the technical learning curve.

Jul 13, 2026·3 min

PostgreSQL Lock Contention: The Root Cause and Solutions for High-Concurrency Scalability Bottlenecks

An in-depth analysis of PostgreSQL's lock scalability bottlenecks under high concurrency: LWLock contention, the cost of the multi-process model, negative scaling, and practical strategies like connection pooling, transaction optimization, and horizontal scaling.

The Circular Financing Trap in Nvidia'…

Jul 12, 2026·4 min

The Circular Financing Trap in Nvidia's Ecosystem: The Capital Undercurrents Behind the GPU Boom

An in-depth look at the circular financing model among Nvidia, CoreWeave, and Nebius—where suppliers double as investors, capital self-reinforces, and valuation bubbles and systemic risk lurk behind the AI infrastructure boom.

Jul 12, 2026·3 min

Nvidia's Dilemma: How the Commoditization of the Compute Market Is Turning Against Its Creator

Nvidia's revenue keeps rising, yet its stock has fallen ~15% from its peak. A deep dive into the double-edged sword of compute commoditization—when cloud giants build their own chips, how much of Nvidia's pricing power and moat remains?

Jul 12, 2026·3 min

Why Are Companion AIs Being Pulled En Masse? The Triple Dilemma and a Path Forward for Practitioners

Major players are pulling companion agents en masse, exposing the triple dilemma of high consumption, low payment, and poor retention. A deep dive from Character.ai's financials to the "Day 30 death" phenomenon.

Jul 12, 2026·4 min

E2AM: An Open-Source Tool to Quantify AI Training Energy Consumption and Carbon Emissions in Two Lines of Code

E2AM is a Green AI open-source tool that monitors AI model training energy use, carbon emissions, and accuracy-per-joule metrics in just two lines of code. Supports PyTorch and Hugging Face, runs locally with no server needed.

Jul 12, 2026·3 min

Farewell to a Decade-Old VPS: Technical and Emotional Insights from Retiring an Old Server

A tweet saying "rest well, old friend" resonated across the tech community. This article explores VPS lifecycle management, best practices for retiring old servers, and the unique emotional bond between engineers and infrastructure.

Jul 12, 2026·4 min

Meta's In-House AI Chip Enters Mass Production in September: Modular Design Breaks New Ground for Compute Autonomy

Meta's new-generation in-house AI chip enters mass production in September, using a modular design to cope with rapid AI evolution. A deep dive into the cost logic, inference optimization, and market impact on NVIDIA.

Jul 11, 2026·4 min

meshoptimizer: A Deep Dive into This Open-Source 3D Mesh Compression and Rendering Optimization Library

meshoptimizer is a lightweight C++ open-source library offering vertex cache optimization, overdraw reduction, mesh compression, quantization, and LOD simplification for game engines, WebGL, and glTF pipelines.