AI
28 stories covering ai news, practical guides, comparisons, and market analysis.
How to Verify GPT Model Claims: Access, Features, and Limits
A source-led checklist for checking model access, features, pricing, benchmarks, and limits before relying on a new AI release.
Will AI Coding Agents Replace Developers? Evidence, Limits, and Questions
A careful guide to how coding agents affect tasks, review, quality, and team roles, with a framework for collecting evidence instead of repeating unsourced survey claims.
A Practical AI Tools Shortlist for 2026: Choose by Workflow
A workflow-based shortlist of AI tools for writing, coding, image, video, voice, and productivity, with documented strengths, limits, and questions to verify before paying.
ChatGPT vs Claude 4: Which AI Should You Actually Pay For in 2026?
A task-based framework for comparing ChatGPT and Claude 4 across coding, writing, math, reasoning, privacy, and workflow fit.
Google Gemini Long-Context Review Framework: What to Verify
A source-led framework for checking Gemini's long-context and multimodal claims against the version, plan, and workload you actually use.
Midjourney vs DALL-E vs Flux: A Practical Image-Tool Comparison Framework
A practical framework for comparing image tools by prompt control, typography, consistency, privacy, cost, and the workflow you actually need.
9 Free AI Coding Tools Every Developer Should Try in 2026
GitHub Copilot isn't the only game in town. Here are nine genuinely free AI coding tools that can replace or augment your paid subscription.
Sora 2 Review: OpenAI's Video Model Is Finally Useful for Real Work
Sora 1 was a tech demo. Sora 2 is a tool. We made a 60-second commercial in under three hours. Here's everything you need to know.
How to Clone Your Voice with AI in 2026 (Free and Paid Options)
AI voice cloning is now indistinguishable from the real thing. Here's how to clone your own voice in under 5 minutes — and use it responsibly.
Perplexity vs ChatGPT Search: Which AI Search Engine Is Better in 2026?
Perplexity invented AI search. ChatGPT Search has Google in its sights. We tested both with 40 real queries. Here's the verdict.
Devin AI Review: Is the World's First AI Software Engineer Worth $500/Month?
Cognition's Devin promises to autonomously ship code like a junior engineer. We gave it real tasks for two weeks. Here's what happened.
Cursor vs GitHub Copilot in 2026: Which AI Coding Assistant Wins?
Both cost $20/month. Both have agent modes. Both integrate with your favorite editor. Here's how Cursor and GitHub Copilot actually compare in 2026.
AI Agents Explained: What They Are, What They Can Do, and Why 2026 Is Their Year
Everyone's talking about AI agents. But what is an AI agent, really? And what can you actually do with one today? A no-hype guide.
How to Run a Local LLM on Your PC in 2026 (Complete Beginner Guide)
Run ChatGPT-quality AI on your own hardware, fully offline, with full privacy. Here's the exact setup we use — no cloud required.
Llama 4 Review: Meta's Free Model Just Closed the Gap with GPT-5
Meta released Llama 4 as open weights. Benchmarks suggest it rivals GPT-5 on most tasks. We tested it for a week. Here's the truth.
The 6 Best AI Resume Builders in 2026 (Tested Against Real Recruiters)
We tested 14 AI resume builders by submitting AI-built resumes to real recruiter feedback. Here are the 6 that actually got callbacks.
Best AI Detector Tools in 2026: Which Ones Actually Work?
AI detectors claim to spot ChatGPT-written content. We tested 8 of them with known AI and human samples. Most are coin flips.
Notion AI vs ChatGPT: Which One Should You Pay For?
Notion AI is built into your workspace. ChatGPT is a standalone tool. Both cost ~$20/month. Here's when to pay for which.
Midjourney v7 Complete Guide: Every New Feature and How to Use Them
Midjourney v7 is the biggest update since v5. Personalization, --style references, and a new web app change how you make AI art.
Runway ML Complete Guide: How to Make AI Videos in 2026
Runway Gen-4 is the most flexible AI video tool in 2026. Here's how to use every major feature, from text-to-video to motion brush.
Can AI Predict the Stock Market? A Careful Evaluation Framework
A cautious framework for evaluating AI stock-prediction claims, benchmarks, data leakage, and risk without presenting an unverified backtest as investment evidence.
The Best Enterprise AI Tools for Business in 2026 (Ranked)
Looking at enterprise AI tools for your business? We ranked the top platforms across security, ROI, deployment time, and real-world adoption.
AI Customer Service in 2026: What Actually Works (and What Annoys Customers)
AI customer service has crossed the quality threshold — when deployed correctly. Here's what works in 2026 and the patterns customers still hate.
My 2026 AI Productivity Stack (That Saves Me 12 Hours a Week)
I tested every major AI productivity tool over the last year and built a stack that genuinely saves me 12 hours a week. Here's the full setup.
Anthropic Claude 4 Opus Deep Dive: The Best AI for Serious Writing
Claude 4 Opus is Anthropic's flagship and the best AI we've used for long-form, nuanced writing. Here's why writers are switching from ChatGPT.
OpenAI Operator Review: ChatGPT That Actually Uses Your Browser
OpenAI Operator can browse the web, fill forms, and book reservations on your behalf. We gave it 20 real tasks. Here's what happened.
GitHub Copilot Workspace Review: Is It Ready to Replace Junior Engineers?
GitHub Copilot Workspace takes a feature request and ships a PR. We tested it on a real repo for two weeks. Here's the honest verdict.
Anthropic Prompt Generator: The Complete 2026 Guide for Business Users
Anthropic's prompt generator can squeeze 30–60% more accuracy out of Claude with zero extra cost. Here's how business teams should actually use it — with templates, real benchmarks, and the mistakes to avoid.