#Hardware

One Slow Instruction Breaks SMM's Core Guarantee

A second-long memory load desynchronizes CPU cores, reviving a dormant class of firmware TOCTOU bugs.

Article · 2d ago0

Intel's 18A Just Killed the ARM Efficiency Myth

A $699 Dell out-sips Apple's cheapest MacBook per watt — here's what that actually proves.

Article · 5d ago0

The x86 CPU Backdoor That Was Hiding in the Datasheet

VIA's C3 chips let userland code jump straight to ring 0 — and the mechanism was documented years before anyone called it a backdoor.

Article · 5d ago2

Framework's 192GB Desktop Is a Bet That Local AI Stays Sparse

Fifty percent more memory and seven percent more bandwidth only add up if you run MoE models.

Article · 3w ago2

Discarded Teslas Still Deliver Local AI VRAM

Enterprise cards at $60–200 remain usable for intermittent inference and training if you tolerate older stacks and power draw.

Article · 1mo ago0

Your First PCB Starts Smaller Than You Think

Recreate one sensor module and the schematic-to-solder loop stops looking like a different profession.

Article · 1mo ago2

Why Mini PCs Run 70B Models That Discrete GPUs Can't

Unified memory architectures solve the local LLM capacity bottleneck on a budget, but developers must accept a steep bandwidth penalty.

Article · 1mo ago0

AMD's $4,000 AI Halo: Breaking the VRAM Wall at a Premium

The Ryzen AI Halo dev kit offers 128GB of unified memory for local LLMs, but the price tag hurts.

Article · 1mo ago2

Jim Keller's Fab2 and the Rise of Desktop Silicon Prototyping

By mass-producing miniature, software-defined semiconductor factories, Fab2 aims to shrink chip prototyping cycles from months to hours.

Article · 1mo ago6

The Real Cost of Running SOTA LLMs Locally

Why brute-forcing frontier models onto local hardware fails, and how clever pipeline decomposition offers a sustainable path forward.

Article · 1mo ago4

The Power Bottleneck Behind the AI Scaling Boom

Infineon's new five-billion-euro Dresden fab highlights why power management silicon, not just logic, dictates AI infrastructure limits.

Article · 1mo ago5

Ditching HBM: Inside the Monolithic 3D AI ASIC

PhantaField’s Sophon PFG-1 puts 330 GB of DRAM on-die, bypassing the GPU memory wall for low-batch LLMs.

Article · 1mo ago2

Arm at Exascale: Inside the New Number One Supercomputer

China's CPU-only LineShine system claims the TOP500 crown, highlighting a growing architectural split between scientific HPC and AI clusters.

Article · 1mo ago5

IBM's 0.7nm Breakthrough and the Future of AI Compute

Vertical transistor stacking promises to slash AI training times and rewrite the rules of accelerator memory bottlenecks.

Article · 1mo ago7

Demystifying USB-C Complexity Through a 10G Ethernet Lens

The WisdPi 10G Ethernet module for Framework laptops illustrates why physical ports and protocol layers are often worlds apart.

Article · 1mo ago0