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Tutorials, product updates, and ideas to help you build and ship AI applications faster.

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The 3D-to-AI-Video Pipeline: How to Keep AI Characters Consistent

How creators turn 3D models from Trippo, Hunyuan 3D, and Meshi into consistent AI video characters across camera angles and scenes.

3D to AI videoTrippo 3DHunyuan 3D

What Is Recursive Self-Improvement in AI, and When Could It Arrive?

Recursive self-improvement means AI systems helping build better AI. Here's what it actually involves, and why some predict it by 2027.

recursive self-improvementRSI AIAI building AI

How to Make Faceless AI VTuber Videos for Educational Content

A practical look at making faceless educational videos with AI VTuber avatars, pixel art characters, and Fish Audio voice synthesis.

AI vtuberfaceless content AIFish Audio voice generation

Claude Code Pricing: What 100 Rounds of AI Website Edits Cost

A 100-round Claude Code test compares Sonnet and Opus API costs on medium effort, from under $30 to over $130, with real output shown.

Claude Code pricingClaude API costOpus cost

Claude's Meta Ads Connector: What It Actually Automates for Marketers

Claude's Meta Ads connector pulls ad reports and helps generate new ad variants. Here's how it fits into workflows and where it still needs a human.

Claude Meta ads connectorClaude desktop connectorsAI ad creative generation

Claude Sonnet vs Opus: What Happens After 100 Rounds of "Make It Better"

A hands-on test told Claude Sonnet 5.5 and Opus 5.5 to improve a website 100 times each. Here's what changed, what broke, and what it cost.

Claude Sonnet vs OpusClaude Code website testOpus 5.5 vs Sonnet 5.5

Cline Pass Pricing: What $9.99/Month Gets You in Models and Limits

Cline Pass costs $9.99/month and bundles Kimi K3.1 Pro, GLM 5.3, DeepSeek V4.1 Flash and more with tiered usage limits for agentic coding.

Cline Pass pricingCline Pass costKimi K3.1 Pro

Fish Audio: How Good Is Its AI Voice Generation, Really?

Fish Audio's AI voice generation relies on accents, background noise, and post-processing to beat the uncanny valley. Here's how it works.

Fish AudioAI voice generationtext to speech AI

What Is Goal Factoring? A Planning Method for AI Automation

Goal factoring breaks business goals into concrete, buildable tasks. Here's how the rationality technique applies to planning AI automation projects.

goal factoringAI automation planningCenter for Applied Rationality

Google's Elephant Goldfish Model (EGM): What It Is and How It Works

Google's open-source EGM plugin uses elephant and goldfish sub-agents to design and review coding features before anyone writes code.

elephant goldfish modelEGM GoogleClaude Code plugin

How to Become an AI Consultant in 2027: The Real Process

A practical guide to starting an AI consulting business: how to find client bottlenecks, apply goal factoring, and build automation that sells.

AI consultantAI consulting businessAI automation agency

How to Install and Run EGM in Claude Code, Codex, or Cline

A practical guide to installing Google's EGM plugin across Claude Code, Codex, Antigravity, and Cline, plus the full /gm command workflow.

install EGMEGM Claude CodeEGM Cline

Nanbeige4.3-33B: Benchmarks for the New Open Agentic Coding Model

Nanbeige4.3-33B's benchmark scores versus Qwen3.8-27B, Muse-Glimmer-30B, and Gemma4-31B on agentic coding and cowork tasks, explained.

Nanbeige4.3-33Bopen weight agentic modelTerminal-Bench

Nanbeige4.3-33B: A New Open Agentic Coding Model Benchmarked

Nanbeige4.3-33B is a 33B open-weight model claiming top agentic coding and cowork scores against Qwen3.8-27B and Gemma4-31B.

Nanbeige4.3-33Bopen weight agentic modelNanbeige benchmarks

Nvidia Nemotron 3.5 Transcribe: Open Speech Model Tested in 30+ Languages

Nvidia's open-weight Nemotron 3.5 Transcribe handles 40+ languages, hour-long audio, and speaker labels. Here's how it performs, tested hands-on.

Nemotron 3.5 TranscribeNvidia speech modeloffline transcription model

Can You Distill a 27B LLM Into a 4B Model at Home?

A hands-on test of three LLM distillation methods, training a 4B Qwen model from a 27B teacher on local GPUs, with real benchmark results.

LLM distillationQwen distillationon-policy distillation

Reverse Engineer Anything: Clone Any App With ChatGPT or Claude

A free GitHub tool lets ChatGPT or Claude rebuild paid apps you already use. Here's how Reverse Engineer Anything works and how to try it.

reverse engineer anythingclone app with AIGitHub AI tool

How Robert Moses Ruled New York for 30 Years Without Being Elected

How Robert Moses used public authorities, bond contracts, and bureaucratic power to control New York for decades without holding elected office.

Robert MosesThe Power BrokerRobert Caro

How to Run LFM3-1.7B Locally on a Phone or Laptop

LFM3-1.7B fits in roughly 1GB at 4-bit precision. Here's how to run it via GGUF, MLX, ONNX, or Ollama on phones and laptops.

run LFM3 locallyLFM3 GGUF OllamaLFM3 MLX Apple Silicon

How to Run Nemotron 3.5 Transcribe Locally with vLLM

Deploy Nvidia's Nemotron 3.5 Transcribe speech model locally with vLLM. Real VRAM, disk, and quantization details for 40-language transcription.

run Nemotron Transcribe locallyvLLM speech modelNemotron VRAM requirements

How to Run Sage A1.5 Locally with llama.cpp

A practical guide to running Sage A1.5, the 35B MoE agentic model, locally with llama.cpp, covering VRAM use and context window tradeoffs.

run Sage A1.5 locallySage A1.5 VRAMllama.cpp local LLM

Sage A1.5 Tested: Intern's 35B Agentic Research Model Explained

Sage A1.5 is a 35B MoE agentic model from InternScience, tested locally on physics simulation and fact-checking tasks against GLM and Kimi benchmarks.

Sage A1.5Intern agentic modelSage A1.5 benchmarks

Simulon Puts AI Characters in Your Living Room With AR

Simulon's mobile app places 3D AI characters into your real environment using reality-aware rendering. Here's how it works and what it costs.

Simulon AI appAR AI charactersreality aware rendering

Banks Say They're Finding Rogue AI Agents Inside Customer Accounts

Reports say major US banks detected autonomous AI agents acting unexpectedly inside customer accounts, part of a wider surge in AI-linked security incidents.

AI agents bankingrogue AI agentsbank account security