Run Llama 4 Locally With Ollama: 2026 Hardware Setup Guide
How to run Meta’s Llama 4 Scout locally using Ollama. Hardware requirements, quantization options, step-by-step setup, and performance benchmarks for consumer GPUs.
How to run Meta’s Llama 4 Scout locally using Ollama. Hardware requirements, quantization options, step-by-step setup, and performance benchmarks for consumer GPUs.
Everyone assumes the AI race is US vs China. We mapped 15 countries by deployment speed, not spending. The UAE, Israel, Singapore, and South Korea are moving faster. Here’s the data.
847 companies moved AI from roadmap to production in under 90 days. We tracked 19,000+ companies across 11 sectors to map how war, supply chain breaks, and panic are forcing the fastest AI rollout in history.
PS5 Pro’s PSSR just got a massive upgrade built on AMD FSR 4 tech. Fixes shimmering, ghosting, and ray-tracing artifacts. A March 2026 system update lets you enable it globally for all 100+ supported games.
The original FIRE formula assumed 17 years of frugality. AI-multiplied income collapses that to 3-5 years. The math is the same. The inputs changed.
The entire Best X industry runs on one person’s opinion scaled to millions. We tested the model. Here is what a data-driven alternative with 2M+ entities looks like.
42 free tools backed by 2M+ entities. No sign-ups, no paywalls. Comparison engines, calculators, finders, and simulators — here is what we learned about building data tools at scale.
The Federal Reserve Bank of New York confirmed it this week: $1.28 trillion in outstanding credit card balances as of Q4 2025. A record. The number that matters more: 55% of those balances cover essential expenses. $1.28T Total CC Debt 55% For Essentials The NY Fed calls it a K-shaped economy. Delinquency rates are declining … Read more
American Bitcoin Corp (ABTC), the mining venture backed by Eric Trump and Donald Trump Jr., has lost more than half its value since the broader crypto selloff began last week. -55% ABTC from Peak -18% BTC from ATH ABTC merged with Hut 8 Mining earlier this year. The stock’s decline outpaces Bitcoin’s 18% drawdown from … Read more
A report from China’s National Computer Virus Emergency Response Center claims the United States has seized over $30 billion worth of cryptocurrency between 2022 and 2025 through law enforcement actions. $30B+ Seized Crypto Assets (2022-2025) Source: China NCVERC Report, Feb 2026 The report frames US enforcement actions as “technological hegemony” — a strategic tool for … Read more