How Much RAM Do You Need to Run a Local LLM?
How much RAM you need to run a local LLM in 2026: what models 8GB to 512GB can run, the per-billion-parameter math, and the device for each tier.
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Which Countries Use AI Most? The Economics Behind the Map
AI usage tracks national income, but the standouts break the rule. The economics of why Israel and Singapore use AI far more than their wealth predicts.
Benchmark Contamination in AI: When Tests Leak Into Training
Benchmark contamination is when test answers leak into training data and inflate AI scores. How it happens, how much it distorts results, and how to spot it.
The AI Productivity Paradox: A Central Bank Measured It
The Bank of Korea surveyed 5,512 workers: AI saves 1.5 hours a week, but the correlation with actual output is near zero. Why time saved is not productivity.
GPT-5.6 Preview: The Leak Is Real, the Release Date Isn't
A leaked gpt-5.6-preview route lit up r/OpenAI, then GPT-5.6 launched June 26 as Sol, Terra and Luna in a government-gated preview. The signal vs the hype.
Prediction Markets vs Models at the World Cup
Prediction markets favor France while the Opta model favors Spain. We test which forecasts the 2026 World Cup better and how accurate each really is.
Why Is RAM So Expensive in 2026? The Shortage Is a Choice
RAM keeps getting pricier in 2026 because the memory giants profit more from scarcity than supply. Inside the most lucrative shortage in chip history.
Are AI Benchmarks Reliable? How the Scores Get Gamed
AI benchmark scores get gamed by contamination, saturation, and cheating. The 2026 receipts, a trust scorecard, and how to read past any leaderboard.
China's AI Chip Companies in 2026: Replacing NVIDIA
Seven Chinese firms now ship AI accelerators, the best near NVIDIA H100 class. A fact-checked 2026 map of who makes China's GPUs and what is real.