Category Archives: Product Ops

Not all GPU clouds are created equal. Here’s how to match your model, budget, and goals to the best compute provider. Find the best compute provider for your AI product The rise of large AI models and open-source LLMs has made compute one of the most valuable resources in tech. But most people still wasteContinue reading “How to Choose the Right GPU Compute Provider for Your AI Workload”

🔍 Overview This resource helps developers, startups, and enterprises compare and evaluate the top centralized GPU compute providers for AI workloads in 2025. It emphasizes performance, pricing, hardware specs, global reach, and ideal use cases. 1. Why Your Choice of Compute Provider Matters 2. Top Centralized GPU Compute Providers in 2025 Provider GPUs Offered PricingContinue reading “The Best Centralized Compute Providers for AI in 2025: How to Choose”

Built from scratch, Lisuan’s 6nm GPUs target gaming, AI, and metaverse dominance—with specs to back the ambition. Lisuan Tech has launched its first consumer and professional GPUs, the 7G106 and 7G105, powered by a fully homegrown TrueGPU architecture built on TSMC’s 6nm process. Aimed at gaming, AI, and metaverse workloads, the GPUs feature advanced specs,Continue reading “China’s TrueGPU Breakthrough: Lisuan Declares War on Nvidia”

Phison vs. Sandisk: Two radical paths to break AI’s memory bottleneck. GPU memory can’t keep up with AI model growth, so Phison and Sandisk offer two very different solutions. Phison’s aiDAPTIV+ is middleware that builds a virtual memory pool from GPU RAM, CPU DRAM, and fast SSDs, letting cheaper GPUs run models up to 70BContinue reading “The Secret War to Expand GPU Memory Limits”

A silent software arms race is unfolding—and China’s LLMs might win it without firing a shot. China’s rapid integration of large language models (LLMs), especially its homegrown DeepSeek, is transforming military systems into agile, autonomous networks that compress decision-making loops, enhance battlefield coordination, and challenge the US military’s dominance. DeepSeek’s low-cost, low-power efficiency enables real-timeContinue reading “China’s DeepSeek: The AI Weapon America Fears Most”

First-ever Rowhammer attack strikes NVIDIA A6000 — exposing a new frontline in memory warfare. For the first time, researchers from the University of Toronto have demonstrated a successful Rowhammer attack on an NVIDIA A6000 GPU using GDDR6 memory, proving that high-performance GPUs—once thought immune—are now vulnerable. The attack was only successful when System-Level ECC (ErrorContinue reading “GPU Hacked”

Why Privacy, Transparency, and Ethics Will Decide Who Wins the AI Race The power dynamic over personal data has shifted—consumers now demand transparency, ethics, and control, especially as AI becomes more embedded in daily life. Cisco’s 2024 survey shows that 75% of people won’t buy from companies they don’t trust with their data. Concerns aroundContinue reading “Trust Code”

North Korean malware, $225M DOJ takedowns, and crashing crypto charts—inside the chaos shaking Web3. The crypto sector is reeling from two major threats: a North Korean group using fake job applications to deploy credential-stealing malware targeting over 80 browser extensions, and a DOJ seizure of $225 million from pig-butchering scams, both of which have spookedContinue reading “Hack & Seize”

Browser bots built for productivity are blindly opening doors to cyber threats — and no one’s watching. AI-powered browser agents in Chrome and Edge are under fire for posing serious security risks. These tools, designed for task automation and productivity, often run with full user privileges but lack basic security awareness — making them blindContinue reading “The AI Agent Trap”

$2.47B lost in 6 months — smart contracts, phishing, and chaos are rewriting the rules of digital finance. In H1 2025, crypto suffered $2.47B in losses due to increasingly sophisticated hacks, especially smart contract exploits and phishing attacks. Current U.S. regulations remain fragmented, prompting calls for a unified national framework. Experts urge startups to adoptContinue reading “Crypto’s Darkest Hour”

A single price manipulation bug let attackers drain Resupply’s crypto reserves—exposing deeper flaws in DeFi security. Resupply, a decentralized finance (DeFi) protocol, suffered a $9.6 million crypto loss after a hacker exploited a price manipulation bug in its wstUSR market using a synthetic stablecoin, cvcrvUSD. The attacker, funded via Tornado Cash, inflated share prices toContinue reading “The $9.6M DeFi Hack No One Saw Coming”