Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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5 AI Website Design Patterns That Actually Convert Customers
Five proven design patterns, from copy to color to motion, that turn AI-built websites into pages that actually convert visitors.
Why Did Anthropic Reportedly Cap Fable 5.2's Research Abilities?
Anthropic reportedly limited Fable 5.2's AI-research skills during training. Here's the theory behind the cap and what it means for AI progress.
Claude Code's October 2025 Update: 23 Releases, Explained
Claude Code shipped 23 updates in October 2025, from Haiku 5.5 to idle compaction to background agents. Here's what each one changes.
How to Use Claude Code to Speed Up Your PC or Mac for Free
Learn how Claude Code can diagnose slow PC performance, find misconfigured hardware, and fix cable issues, no paid tools required.
Claude Fable 5.2 and Mythos 5.2: What Anthropic Actually Shipped
Anthropic's Fable 5.2 and Mythos 5.2 top the benchmarks. Here's what's new, how the two models differ, and where they fit against Opus 5.5.
Claude Fable 5.2 Pricing: API Costs, Plans, and Launch Week Limits
Claude Fable 5.2 costs $8 per million input tokens and $40 per million output tokens via API, with access starting on paid Claude plans.
Fable 5.2 Vibe Coding Demos: Games, Apps, and 3D Worlds From One Prompt
Hands-on tests show Fable 5.2 building playable games, Excel and video-editor clones, and 3D simulations from single prompts, with real token costs.
How to Track Flight Prices With Google's AI Mode
Learn how Google AI Mode lets you describe a trip in plain English and get automatic alerts when flight prices drop below typical ranges.
Meta Muse Ember: A Hands-On Look at the Tiny, Cheap Efficient Model
Meta's small Muse Ember model tested on image generation, Excel cleanup, PDF creation and circuit diagnosis, with cost and benchmark context.
Meta Muse Ember Pricing: What It Costs Per Million Tokens
Meta Muse Ember costs about 10 cents per million input tokens and 50 cents per million output tokens, with a 1M token context window.
NVIDIA Nemotron Bolt 74B 2-Bit: How to Run It Locally on 24GB
NVIDIA's Nemotron Bolt packs a 74B MoE model into 24GB using 2-bit experts. Here's how it works, how it performs, and how to run it.
How NVIDIA Compressed a 74B Model Into 24GB at 2-Bit
NVIDIA's Nemotron Bolt uses pruning, distillation, and quantization-aware training to fit a 74B model into 24GB at 2-bit. Here's the recipe.
Survival LLM: A Free Offline AI Emergency Knowledge Base
Survival LLM pairs a local AI model with offline Wikipedia and survival guides. Here's what it is, how it works, and who it's for.
Tool LLM 3 Pro: A 3.66B Logic Model That Catches Contradictions Locally
Tool LLM 3 Pro is a 3.66B Granite-based logic specialist run locally with llama.cpp. Here's how it performs on contradiction detection and reasoning.
How AI Is Already Discovering Cancer Drugs and Personalizing Treatment
AI now plays a role in nearly every drug reaching market, and personalized AI research labs are mining individual cancer genomes in real time.
Bernie Sanders' Ban Artificial Super Intelligence Act, Explained
Bernie Sanders and Greg Casar's bill would ban superintelligent AI, pause advanced development, and jail violators for 20 years. Here's what it says.
Should Recursive Self-Improvement in AI Be Banned? The Case For and Against
Bernie Sanders, Steve Bannon, and AI researchers all want RSI banned. Here's what recursive self-improvement means and why the debate is heating up.
DSpine Speculative Decoding: Tencent's Draft Model for Qwen3.8-27B
Tencent's DSpine is a 2B draft model that speeds up Qwen3.8-27B decoding by nearly 5x. Here's how its layer-wise design beats DFlash2.
Orbital Data Centers: Could Space-Based AI Compute Become Real?
US data center backlash is pushing Google and xAI toward orbit. Here's what orbital AI compute would actually require, and how close it really is.
How to Run Arete-27B Locally: Hardware Needs and Benchmarks
Arete-27B is a 27B Apache 2.0 fine-tune of Qwen3.8-27B. Here's the hardware it needs locally and how its benchmarks stack up.
CCORE GLB-3D-Coder vs DeepSeek V4.1 Flash: 3D Asset Generation Tested
A specialized 4B model for text-to-GLB game assets goes head to head with DeepSeek V4.1 Flash on identical 3D asset prompts.
ChatGPT Free vs Plus: Which Image Model Do You Actually Get?
OpenAI now runs separate image models for free and paid ChatGPT users. Here's what changed and what it means for your subscription.
ChatGPT Images 2.6 vs 2.5: What Actually Changed
A hands-on look at OpenAI's Images 2.6 model versus 2.5, covering the new GIF-style animation feature, style adherence, and reported regressions.
How to Make Claude Code's Usage Limits Last Longer Without Max
Practical habits that stretch Claude Code's 5-hour usage limits, from handoff docs to cache-aware workflows, without upgrading to the Max plan.