Diffusion Language Models Explained — How Mercury Generates 1,000 Tokens Per Second
Mercury uses diffusion instead of autoregressive decoding to generate all tokens in parallel, hitting 1,000+ tokens/sec. We break down how it works.
Posts
Four Color Theorem in O(n log n): A 30-Year Barrier Falls
Four color theorem just hit O(n log n) — a 2026 paper proves planar graphs contain linearly many reducible configurations, beating the 30-year O(n²) bound.
Google's TurboQuant Compresses LLM Memory 6x With Zero Accuracy Loss — Here's How It Works
Google's TurboQuant algorithm compresses LLM KV cache memory by 6x with zero accuracy loss and no retraining needed. We break down the ICLR 2026 paper.
Claude Dispatch vs OpenClaw vs Google Mariner: $20 vs $250
Claude Dispatch (), OpenClaw (free + API), Google Mariner () compared after a week with each desktop AI agent. Cost, setup, security, and which to pick.
AI Coding Tools Leak Secrets 2x More: 2026 GitGuardian Data
GitGuardian counted 28.65M leaked secrets in 2025. AI-assisted commits leak 2x more, Claude Code hits 3.2%. Here's the pre-commit setup that blocks it.
Cursor vs Claude Code vs Windsurf in 2026: Which AI Coding Tool Actually Wins?
A hands-on comparison of Cursor, Claude Code, and Windsurf after months of real daily use — pricing, features, and which tool fits your workflow best.