AI
Hands‑on AI tutorials and analysis: models, tooling, workflows, benchmarks, and productivity tips—updated weekly.
Hands‑on AI tutorials and analysis: models, tooling, workflows, benchmarks, and productivity tips—updated weekly.

Master Claude prompts with tags, examples, CoT, and chaining. Copy our templates and checklist to get fast, reliable outputs every time.
Developer Educator & Tutorial Creator

OpenAI is adding adult-only features with age checks and rolling out more updates. Here’s the December timeline, rules, and next steps.
Tech Journalist & Trend Watcher

Build reliable RAG apps fast. Learn the patterns, pick the right design, and ship with our production checklist and comparison table.
Startup Engineer & Builder

What Gemini Agent is, how it works in Chrome, and how to use it now. Clear steps, safe setup, and examples for users and developers.
Developer Educator & Tutorial Creator

Independent look at Ling-1T vs. GPT-5 and Claude 4.5: scores, costs, methods, and when to pick each model for math, code, UI, and agents.
Tech Journalist & Trend Watcher

We benchmarked Claude and ChatGPT on real coding tasks. See who wins for speed, debugging, and big projects.
Tech Journalist & Trend Watcher

Build a real-time voice assistant with Gemini Live API. Follow 5 steps, copy code, and ship with a handy production checklist.
Developer Educator & Tutorial Creator

Use ChatGPT for clarity and coping—not therapy. Follow a safety checklist, set limits, and switch to human help if you hit red flags.
Tech Journalist & Trend Watcher

Leaks point to Oct 22 for a Gemini 3.0 reveal. Heres whats credible, whats not, and a likely staged rollout into early 2026.
Tech Journalist & Trend Watcher

Benchmark local LLMs in 2025 with a simple method. Get hardware tips and a free kit to run your own tests.
Startup Engineer & Builder

Build repeatable Claude Skills in minutes. Get a simple checklist and 3 starter templates for Excel, PowerPoint, and Email—no code required.
Developer Educator & Tutorial Creator

Run two Claude Code sessions with Git worktrees. Ship a feature and a fix in parallel with clean commits, quick PRs, and less context switching.
Startup Engineer & Builder

Claude often wins for coding and long edits. ChatGPT leads for images, web, and speed. See our benchmarks and pick the right AI in minutes.
Tech Journalist & Trend Watcher

Gemini can help, but reports show risks like scams and rude replies. Use this simple checklist to stay safe and avoid AI-shaped traps.
Tech Explainer & Community Builder

We benchmark vLLM on NVIDIA Blackwell vs Hopper. See scripts, results, and cost tips to pick the right GPU for throughput and latency.
Startup Engineer & Builder

A practical 5-step playbook to forecast and cut OpenAI API costs, with a calculator, checklists, and real examples to lower your bills.
Startup Engineer & Builder

Gemini 2.5 Pro excels at deep research and long context; GPT-4.1 wins at polished writing and integrations. Use our quick scorecard to pick fast.
Tech Journalist & Trend Watcher

Quick benchmark: Grok Imagine is best for fast, viral clips; Veo 3 is best for polished, photoreal video. Read the tests and pick the right tool.
Innovation Scout & Early Adopter

Step-by-step guide to build and run llama.cpp with GPU backends (CUDA, HIP, Metal, OpenCL, Vulkan) plus troubleshooting and key flags.
Startup Engineer & Builder

Claude Code is an agentic AI that lives in your terminal to read, edit, test, and commit code. Learn key features, examples, and how to start.
Developer Educator & Tutorial Creator

Japan asked OpenAI to stop using copyrighted anime in Sora 2. This article explains the timeline, legal stakes, and what might happen next.
Tech Journalist & Trend Watcher

Side-by-side 2025 benchmark: Gemini Pro beats ChatGPT Plus on multimodal tasks and Workspace integration; ChatGPT Plus stays top for creative writing and clear explanations.
Tech Explainer & Community Builder

A reproducible benchmark shows GPT-5 Codex has a 10–15% accuracy drop on multi-step coding tasks. Get the method, examples, and fixes.
Developer Advocate & Community Voice

A simple 4-step playbook to design AI feedback loops. Includes checklists, bias scorecard, and steps to start this week.
Senior Developer & Mentor

Build scalable moderation with Gemini. A clear playbook, code example, and a custom policy checklist to enforce your community rules quickly.
Developer Advocate & Community Voice

Train a Llama 3 clone from your WhatsApp chat. Step-by-step Colab guide, data cleaning, PEFT tips, and pitfalls.
Developer Educator & Tutorial Creator

Compare Google Gemini Advanced and OpenAI ChatGPT Plus on reasoning, accuracy, speed, and real-world tasks so you can pick the right AI assistant.
Tech Journalist & Trend Watcher

A practical 3-step playbook to assess, pilot, and scale AI agents. Includes checklists, risks, and a 90-day plan to launch safely.
Tech Journalist & Trend Watcher

Run Qwen3-Next locally with llama.cpp: step-by-step install, VRAM guide, and copy-paste commands for NVIDIA, Apple Silicon, and CPU-only setups.
Developer Advocate & Community Voice

Clear, practical 2025 guide to Sora pricing: free vs Plus vs Pro, API expectations, and the $30k–$300k build cost to make a Sora-like system.
Startup Engineer & Builder

Run LLMs on 8GB VRAM using quantization and CPU+GPU offload. Commands, benchmarks, and simple fixes to get working local models fast.
Startup Engineer & Builder

A practical teardown of Claude’s system prompt and <system-reminder> pattern. Learn why reminders stop context drift and how to copy the playbook.
DevOps Engineer & Problem Solver

A clear 4-step playbook to protect and monetize AI intellectual property, with a governance policy template and decision matrix.
Tech Journalist & Trend Watcher

A clear summary of Gemini 2.5 for developers: Deep Think, 2.5 Flash improvements, API changes, and a hands-on checklist to test and migrate.
DevOps Engineer & Problem Solver

A practical playbook to run LLMs locally: choose tools, pick hardware tiers, and deploy a self-hosted LLM fast.
DevOps Engineer & Problem Solver

Step-by-step guide to testing radiology AI: benchmark choices, 7 key metrics, a vendor scorecard, and post-deploy monitoring.
Startup Engineer & Builder

Compare Alibabas open-source Qwen3-VL (235B) with Googles Gemini 2.5 Pro: benchmarks, costs, and when to self-host versus use an API.
Startup Engineer & Builder

Compare Claude vs Gemini for coding: quality, speed, context windows, and the Effective Cost Per Completed Task to pick the right LLM.
Startup Engineer & Builder

A practical playbook to protect your companys IP when using AI. Layer technical controls, legal terms, and operational rules to reduce leaks fast.
Startup Engineer & Builder

Head-to-head benchmark of Google Imagen 4 vs Midjourney: quality, text accuracy, cost, API notes, and clear recommendations for creators.
Tech Journalist & Trend Watcher

Clear, sourced teardown of OpenAIs 2025 finances: revenue, cash burn, the Microsoft deal, and what must change for profit.
Tech Journalist & Trend Watcher

Use the P.A.C.T. framework to write better AI scene prompts. Get a checklist, examples, and tips for image and video consistency.
Developer Educator & Tutorial Creator

GLM-4.6 beats Claude 3.5 and matches GPT-4o on our coding tests while using ~15 20% fewer tokens. Read the method, results, and cost example.
Tech Journalist & Trend Watcher

Compare ChatGPT Plus vs the OpenAI API: a simple breakeven formula, persona advice, and the hidden costs to budget before you choose.
Startup Engineer & Builder

A quick guide to choosing censored or uncensored LLMs. Use a five-question scorecard to balance safety, creativity, cost, and legal risk.
Tech Journalist & Trend Watcher

Gemini is best for Google apps and fresh facts; ChatGPT is better at smooth writing and coding. Most pros win by using both.
Tech Journalist & Trend Watcher

Practical playbook to ship faster with Claude Code. Use claude.md, tests-first, RISE bug reports, and iterative commits to boost velocity.
Startup Engineer & Builder

How to build and run LLMs on used AMD Instinct MI50 cards: benchmarks, a 4x MI50 128GB build, ROCm tips, and common gotchas.
Startup Engineer & Builder

A simple guide to how Claude Shannons information theory helps explain complex systems, with clear examples and a 5-question checklist.
Developer Educator & Tutorial Creator

A practical playbook to tame GPT-5's model switching: 5 tactics, API code, and an ops checklist to restore consistent AI outputs.
DevOps Engineer & Problem Solver

Fix Gemini image editing errors fast. Learn why edits fail, how to fix "content not permitted" messages, and prompt templates.
DevOps Engineer & Problem Solver

Practical 2024 benchmarks for the RTX 3090: what LLM sizes it can run, NVLink effects, tokens/sec guidance, and simple power and setup tips.
DevOps Engineer & Problem Solver

A 5-stage playbook to scope, plan, and start building an LLM from scratch with checklists and rough cost estimates.
Startup Engineer & Builder

Step-by-step guide to connect Claude Code to Figma via MCP. Setup, commands, a practical walk-through, and troubleshooting to convert designs to React.
Developer Educator & Tutorial Creator

A clear benchmark comparing Imagen 4 and DALL·E 3 on photorealism, text rendering, speed, and use cases to help creators pick the right tool.
Tech Journalist & Trend Watcher

Clear guide to AI world models: what they are, how they work, key players like OpenAIs Sora, limits, and real use cases.
Tech Journalist & Trend Watcher

GFWeb tracked Hugging Face being blocked in China from May 7, 2023. This guide gives the timeline, likely reasons, and practical steps for affected developers.
Tech Journalist & Trend Watcher

Quick comparison of Claude Code vs Codex: performance, cost, and use cases. Practical verdicts for dev teams and startups.
Startup Engineer & Builder

Claude Code wins on deep reasoning; Codex wins on speed and agentic workflows. Run a two-week pilot and measure time-to-merge.
Startup Engineer & Builder

Run Magistral Small 1.2 locally: download GGUF, run with vllm or llama.cpp, and try a text+image prompt in ~15 minutes.
Startup Engineer & Builder

A clear 90-day playbook to close the AI divide. Includes checklists, week-by-week plan, KPIs, and grant templates for communities.
Developer Advocate & Community Voice

Vendor-agnostic playbook to evaluate, secure, and deploy a private LLM. Includes a 6-8 week PoC runbook, security checklist, and cost guide.
DevOps Engineer & Problem Solver

Moondream 3 Preview explains key changes: 9B MoE (2B active), 32K context, fast decode, and how to run VQA and reuse image encodings.
Developer Advocate & Community Voice

A practical 10-step playbook to find and fix inefficiencies in OpenAI Codex code, with checklist and prompt templates.
Developer Advocate & Community Voice

A clear, practical guide to estimate GPU VRAM for LLMs. Use a simple formula, examples, and trusted calculators to pick the right GPU.
Tech Explainer & Community Builder

A clear 4-step student guide to using AI tools like ChatGPT ethically for essays, with a spectrum, checklist, and citation tips.
Developer Educator & Tutorial Creator

Gemini 2.5 Deep Think tested: deep reasoning wins on hard math and coding, but $250/month and daily caps make it right only for heavy users.
Tech Journalist & Trend Watcher

Run Magistral Small locally with vLLM: a step-by-step tutorial, copy-paste Python script, RTX 4090 benchmark, and troubleshooting tips.
Developer Educator & Tutorial Creator

A practical list of 50+ ChatGPT use cases for work, school, and life with ready-to-copy prompts and quick tips.
Startup Engineer & Builder

A clear, practical guide for parents and students to pick an AI tutor. Use the five-point checklist, test a trial, and choose a hybrid option.
Developer Educator & Tutorial Creator

Compare Claude 4 and GPT-4 on coding benchmarks, speed, and real use. Clear guidance for developers picking the right model.
Tech Journalist & Trend Watcher

Four quick ways to fix garbled text in AI images. Use Canva, Figma+Codia, Photopea, or inpainting to get clean text in minutes.
Developer Educator & Tutorial Creator

A practical benchmark of AI image generators: the 7 main limits, why they happen, and clear workarounds for creatives and teams.
Tech Journalist & Trend Watcher

ROCm 7.0 delivers big AI gains. AMD reports ~3.2x inference on Llama 3.1 70B and ~3x training uplift. Learn how to reproduce and verify.
DevOps Engineer & Problem Solver

Claude's visual identity explained: color codes (#da7756), font stack, logo meaning, usage rules, and a quick brand reference download.
Tech Explainer & Community Builder

Practical playbook for long-horizon LLM agents: how they plan, act, correct, and verify, plus a fit checklist and framework comparison.
Startup Engineer & Builder

Build a multi-tool AI agent with Gemini & MCP in one hour. Step-by-step: tool design, MCP endpoints, routing, and testing.
Startup Engineer & Builder

Compare the best AI browsers in 2025. See which one automates research, fills forms, or scales for developers—plus pros, cons, and picks.
Tech Journalist & Trend Watcher

Simple guide to turn one photo into consistent multi-view images and basic 3D assets. Compare top models and try a quick demo today.
Tech Explainer & Community Builder

MobileLLM is a family of compact LLMs built to run on phones. This teardown covers architecture, benchmark plan, runnable code, and practical trade-offs.
Startup Engineer & Builder

A practical playbook for using Claude in dev workflows: versioned CLAUDE.md, prompt templates, and step-by-step checklists to ship faster.
Startup Engineer & Builder

An up-to-date guide to ChatGPT Plus limits in 2025, with a clear table, simple explanations, and practical tips to avoid throttling.
Tech Explainer & Community Builder

Practical guide to measure and reduce LLM volatility. Benchmarks, code, and a step-by-step pre-deploy checklist to stabilize outputs.
DevOps Engineer & Problem Solver

A practical playbook to reduce AI hallucinations: start with RAG, add verification and guardrails, and measure factual accuracy.
Startup Engineer & Builder

Compare the best visual prompt builders for 2025. Top picks, how we tested, pros/cons, and who should use each tool.
Innovation Scout & Early Adopter

A step-by-step OpenAI cost playbook with stage-based tactics, quick code examples, and a checklist to cut API spend by up to 50%.
Startup Engineer & Builder

A practical teardown of Baidus ERNIE 4.5 21B A3B: key specs, benchmark notes, deploy tips, and when to pick it over larger LLMs.
Tech Journalist & Trend Watcher

Claude 3.5 Sonnet beats Copilot on multi-step tasks, security scans, and team automation. Run a short pilot to confirm which fits your workflow.
Tech Journalist & Trend Watcher

A practical playbook to build the uniquely human skills AI canannot replace. Score your strengths, pick three skills, and use a 1-page plan to grow.
Tech Explainer & Community Builder

Plain guide to how AI bias shows up in LLMs and military systems during the Israel-Palestine conflict, with clear steps to reduce harm.
Tech Explainer & Community Builder

Compare LLM API pricing vs. self-hosted TCO. Use clear thresholds and a step-by-step calculator to find your break-even point and true cost per million tokens.
Startup Engineer & Builder

Use Claude 3.5 Sonnet to build a production-ready tower defense game fast. Step-by-step playbook, prompts, debug tips, and real examples.
Developer Educator & Tutorial Creator

Why Reddit views much AI output as "slop," how it harms creators and trust, and clear steps for creators and moderators to improve AI content.
Developer Advocate & Community Voice

How the AMD Ryzen AI Max+ 395 runs OpenAI's GPT-OSS 120B locally, why memory matters, and how it compares to RTX 3090.
Tech Journalist & Trend Watcher

Prevent lost context in long Claude chats. Automate compact summaries, create new chats with the summary, and add warnings for smooth continuation.
Startup Engineer & Builder

Gemini has passed ChatGPT in Google Trends. Learn why attention shifted, where Gemini is growing, and how to act on the change.
Tech Journalist & Trend Watcher

Fix Gemini alarm failures and block prompt injection: quick user fixes, a developer hardening checklist, and monitoring steps.
Startup Engineer & Builder

VibeVoice is an open-source TTS tool for long-form, multi-speaker audio. Learn what it does, how Microsoft added safeguards, and how to use it responsibly.
Startup Engineer & Builder

Why did Claude Code CLI get worse while GitHub Copilot Sonnet 4 worked? A clear timeline, checks, fixes, and when to switch tools.
Developer Advocate & Community Voice

Learn why ChatGPT timestamps matter and how to add them with extensions and scripts to improve chat relevance and tracking.
Developer Advocate & Community Voice

Reddit users report noticeable Claude AI quality gains today for Opus and Sonnet. Heres what developers should know and do.
Tech Journalist & Trend Watcher

AI tutors explain fast but rarely build deep thinking. Research shows human tutors use questions and feedback to teach better.
Tech Journalist & Trend Watcher

Deploy VibeVoice for multi-speaker TTS quickly. Step-by-step install, demo commands, and a checklist to generate 90-minute expressive audio.
Developer Educator & Tutorial Creator
How to build and power a quad RTX 3090 AI rig, motherboard choices, memory scaling with NVLink, and real performance tradeoffs.
DevOps Engineer & Problem Solver
Clear, practical comparison of OpenAI Codex and Claude Code: install steps, benchmarks, pros/cons, and a short pilot to pick the right AI assistant.
Innovation Scout & Early Adopter
Actionable playbook for Gen Z to fix failing AI pilots: step-by-step framework, demo scripts, and pricing to start an AI implementation side hustle.
Senior Developer & Mentor
A clear guide to Dorothy Catherine Drapers historic daguerreotype and how AI tools like Googles Nano Banana safely colorize and restore old photos.
Tech Explainer & Community Builder
Explains xAIs $0.05 policy violation fee, real Grok controversies, and clear steps teams can take to avoid charges and legal risk.
Tech Journalist & Trend Watcher
Compare GPT-5 and Claude Code CLI tools—benchmarks, terminal features, workflow tips, and a clear pick for real dev work.
DevOps Engineer & Problem Solver
Understand why ChatGPT hallucinations erode trust and get clear steps to spot, verify, and limit false AI output.
DevOps Engineer & Problem Solver
Practical comparison of Gemini 2.5 Pro and ChatGPT for C# devs — context windows, Google Workspace integration, and when to pick each.
Senior Developer & Mentor
Train and run the Lille 130M open-source LLM locally with the Sophia-Triton optimizer, setup steps, and Hugging Face or SDK usage.
DevOps Engineer & Problem Solver
Practical guide to Gemini 2.5 Flash, covering setup, thinking controls, multimodal inputs, native audio, benchmarks, and cost-saving tips.
Developer Educator & Tutorial Creator
How to run GPT-OSS-120B on a single RTX PRO 6000. Setup steps, VRAM tips, and install options for local high-performance LLMs.
DevOps Engineer & Problem Solver
Learn how Claude Code automates Excel and CSV workflows without coding. Install, authenticate, and run natural-language commands to save time.
Developer Educator & Tutorial Creator
Understand why ChatGPT blocks image generation, why it may show vague errors, and clear step-by-step fixes to get safe images.
Tech Journalist & Trend Watcher
A practical guide explaining why Google Gemini often fails to generate desktop wallpaper images, common API errors, and actionable workarounds.
DevOps Engineer & Problem Solver
Practical guide to running Qwen3-Coder-30B locally. Setup, hardware, quantization, benchmarks and agentic coding with native 256K context.
DevOps Engineer & Problem Solver
Step-by-step guide to ChatGPTs hidden QuizGPT: create interactive quizzes, classroom prompts, troubleshooting tips, and source links.
Tech Explainer & Community Builder
ShadowGit MCP auto-commits every save to a hidden git repo and exposes history to AI assistants, cutting token usage 66% and keeping code local.
Developer Educator & Tutorial Creator
Step-by-step guide to Anthropics Claude privacy update: learn how to opt out of AI training, retention changes, and what to do by Sept 28, 2025.
Tech Journalist & Trend Watcher
Spike Jonzes "Her" foresaw voice-first AI, emotional chatbots like Replika, and seamless devices. This guide maps whats real, whats missing, and why it matters.
Tech Journalist & Trend Watcher
A comprehensive guide to DeepMind's Gemini and Genie 3: multimodal LLMs, Deep Think reasoning, benchmarks, practical use cases, and AGI implications.
Tech Journalist & Trend Watcher
Practical guide to humanizing AI-generated text for better SEO, engagement, and ethics. Steps, tools, and real use cases.
Tech Journalist & Trend Watcher
Compare hardware choices for local inference of very large models. Practical recommendations for GPUs, Apple Silicon, and cloud hybrid setups.
Tech Explainer & Community Builder
A practical ultimate guide to Claude Code, the AI coding CLI tool that boosts developer workflows and non-coding productivity across teams.
Tech Explainer & Community Builder
Nano Banana Gemini unlocks ultra-fast AI image generation and multi-turn editing. This guide covers features, tutorials, API tips, and use cases.
Tech Explainer & Community Builder
Practical guide to Claude Code: how it speeds refactoring, fixes bugs, integrates via the Claude Code SDK, and how to avoid pitfalls.
Tech Explainer & Community Builder
A clear guide to NVIDIAs 53x LLM generation speedup: how GPU kernel, KV cache, and speculative decoding advances cut latency and cost for real-time AI.
Tech Explainer & Community Builder
Data-backed guide showing why Claude AI doesn't get worse and how to scale prompt context with the Vibe-Log CLI for steady coding productivity.
Tech Explainer & Community Builder
MiniCPM-V 4.5 is an 8B multimodal model that outperforms GPT-4V in image and video understanding and is optimized for fast on-device deployment.
Tech Explainer & Community Builder
Practical guide explaining why GPT-5 outperforms Claude for everyday AI tasks, covering benchmarks, low hallucinations, pricing, and actionable tips.
Tech Explainer & Community Builder
A data-driven guide showing how Claude Codes CLI-first design, model-tiering, and repo-aware search deliver faster, cheaper AI coding workflows.
Developer Advocate & Community Voice
If you see unexpected Google Cloud Gemini API image charges, learn why tokens drive costs, how to stop billing, and steps to dispute charges.
DevOps Engineer & Problem Solver
The MIT "95% fail" headline oversimplifies. Learn what the report actually found, why the stat is misleading, and how leaders turn pilots into business value.
Tech Journalist & Trend Watcher