A peer-reviewed randomized controlled trial found that preschoolers who used Khan Academy Kids made significant pre-literacy gains in just 10 weeks. It's free.

You installed Ollama and got local chat. Time for local image generation. ComfyUI runs SDXL, SD 3.5, and FLUX.1 on hardware you already own — the Midjourney/DALL-E subscription you can cancel. Here's the pleb on-ramp.

Self-hosted AI breaks. So does firmware. Troubleshooting is a skill plebs already have — this post just translates the common AI failure modes (GPU not detected, OOM on load, slow tokens, service won't start) into the vocabulary you already use.

ChatGPT is worth its monthly fee because it powers your tools. Your local Ollama speaks the same OpenAI API. Here's how to wire Home Assistant voice, Obsidian notes, VS Code Continue, and iPhone Shortcuts to your Hashcenter — no subscriptions, no cloud.

The mining shed is the hardest part of an AI Hashcenter — and you already have it. 240V service, airflow, sound isolation, breaker capacity. A weekend of work converts an S19 shed into a hybrid BTC + sovereign-AI Hashcenter.

24 GB of VRAM at $600–$800 used. For LLMs under 70B parameters at Q4–Q5 quants, the RTX 3090 is still the pleb standard in 2026. Here's the head-to-head vs 4090, 5090, P40, and A5000, plus a buying checklist.

Hut 8, Core Scientific, IREN, and TeraWulf are leaving Bitcoin Hashcenters to become AI datacenter operators. It's a rational pivot for public companies — and it makes sovereign AI on pleb-owned hardware more important, not less.

The terminal is fine for testing, unusable for daily driving. Open WebUI is the ChatGPT-style interface that plugs into your local Ollama — multi-user, RAG, web search, reachable from anywhere over Tailscale. One Docker command; your Hashcenter becomes your…

Three excellent open-source runners. Three different plebs. llama.cpp is the foundation Gerganov built. Ollama wraps it for daemon simplicity. LM Studio wraps it in a polished GUI. Here's the 15-minute decision guide.

Quantization is lossy compression for LLMs — same idea as JPEG for photos. It's the reason a used 3090 runs 70B models and an 8 GB laptop runs Phi-3.5. Here's what the Q4_K_M and GGUF suffixes actually mean, and which quant to pick for your rig.

Los STH envían 61.000 bitcoin para vender en intercambios

💥Quantfury es la aplicación de trading que uso, permite operar e invertir SIN comisiones ni tarifas de préstamo, a precios spot en tiempo real desde las bolsas globales. Si usas este link https:/…

Internet Protocol Version 8 (IPv8) is a managed network protocol
suite that transforms how networks of every scale -- from home
networks to the global internet -- are operated, secured, and
monitored. Every manageable element in an IPv8 network is
authorised…

Skoda Auto Designs Bicycle Bell that can Defeated Noise Cancelling Headphones Interesting hack. My guess is this may be short lived as headphone manufactures might just patch this "blind spot" on the next version. https://www.skoda-storyboard.com/en/skoda…

El Salvador leverages its Digital Assets Issuance Law to provide 20-day regulatory approvals, positioning the nation as Latin America’s fastest-growing hub for tokenized global capital.

El Salvador launches a pioneering regional strategy led by First Lady Gabriela de Bukele to combat childhood obesity through education, community action, and early prevention.

GitBook hosts 30,000 documentation sites on Vercel, serving 120 million monthly page views for companies like Nvidia, Zoom, and n8n.

LLM access to models by Anthropic, including the Claude series

Opera’s Browser Connector for Opera One and Opera GX links external AI services like ChatGPT and Claude, sharing live browsing context with AI.