It felt sudden. It wasn't. A short history of how the iceberg surfaced.
ChatGPT didn't arrive overnight. The work was a decade old when the wrapper went live. Here's the part nobody outside research labs got to watch.
Guides, reviews, and comparisons
ChatGPT didn't arrive overnight. The work was a decade old when the wrapper went live. Here's the part nobody outside research labs got to watch.
220,000 stars on a CLAUDE.md file Andrej Karpathy didn't write. I went looking for the one he did. The gap between them is the actual story.
An open source Mac-only LLM server hit TechCrunch on Friday. I spent the weekend with it and the answer is more interesting than the headline.
Mobbin's MCP server launched 13 May 2026. After a week of use, here's what's interesting about it, what it's good for, and where it falls short.
Three of the most popular project-management tools now ship official MCPs. They overlap in capability but differ in surface area, transport, and tradeoffs.
The MCP catalogue grew faster in the last six weeks than at any point since the spec launched. Most new entries are forgettable. Here are five first-party releases worth the setup overhead.
Anthropic's restricted Claude Mythos Preview model found thousands of high-severity bugs across major operating systems and browsers as part of Project Glasswing - entirely autonomously.
Grok's new Speech-to-Text and Text-to-Speech APIs are priced at a fraction of ElevenLabs and Deepgram — and they were built for Tesla cars and Starlink satellites.
Anthropic launched Claude Design on April 17. The reaction was either panic or dismissal. Both camps are missing the point.
AI tool pricing pages are designed to confuse you. Here is what things actually cost, which free tiers are genuinely useful, and where the hidden charges lurk.
You run a business, not a tech company. Here is what AI can genuinely do for you today, what it cannot, and which tools are worth paying for.
We ran the same audio clips through four transcription tools and compared accuracy, speaker detection, and features. The differences were bigger than expected.
You don't always need an API key and a monthly subscription. Local AI models have become genuinely capable, and running them is easier than you think.
The conversation about AI in education is stuck between panic and hype. Here are practical ways teachers are actually using AI tools right now to save time and teach better.
Every AI company now claims to have 'agents'. Most of them are just chatbots that can call a few APIs. Here is what genuinely works in 2026 and what is still smoke and mirrors.
We've had to mark over a dozen tools as discontinued this year alone. The patterns behind which AI tools survive and which ones vanish are more predictable than you'd think.
AI can write songs now, and some of them are genuinely good. We tested the top music generation tools for quality, licensing, and whether they'll actually replace your stock music subscription.
Google just shipped Gemma 4 running fully offline on your iPhone. Ollama just got MLX-powered on Apple Silicon. Local AI is not a power-user trick anymore — it's going mainstream.
Anthropic's Claude Mythos Preview found a 27-year-old bug in OpenBSD and a 16-year-old bug that automated tools missed five million times. It did both autonomously. This is the most dangerous AI model ever released. That's the point.
Claude Code, Codex, Cursor - you can build anything in a weekend. But building was never the hard part. Finding a good idea and getting it in front of people is.
We gave the same brief to Lovable, v0, and Bolt and timed how long each took to produce a usable landing page. Here's what happened.
Every support tool now claims to have AI. We looked at what Zendesk, Intercom, Tidio, and Freshdesk's AI actually does, what it costs, and who it's for.
AI presentation tools promise to kill PowerPoint. We tested five of them with the same brief to find out which ones deliver and which ones just make prettier bad slides.
Stop copy-pasting emails into ChatGPT one at a time. Here are the actual workflows and prompt templates that save real time.
Most AI Chrome extensions are bloated junk that slow your browser to a crawl. These are the ones that actually earn their place in your toolbar.
Upload a spreadsheet, ask a question, get actual insights. Here's how to do data analysis with AI when you don't know Python from a snake.
You're typing sensitive information into AI tools every day. Here's which ones keep it private and which ones use it for training.
There's a clear line between using AI to understand material and using it to avoid understanding material. Here's how to stay on the right side.
These tools will not write for you. They will make the writing you do considerably better. Here is how to use each one properly.
The full AI pipeline from idea to published content across three platforms. Actual workflows, not theoretical nonsense.
CRM companies are charging a premium for AI features. Some of those features are genuinely useful. Most of them are marketing fluff with a chatbot bolted on.
I ran the same deliberately buggy codebase through four AI code review tools. One of them found bugs that three senior developers missed.
Your browser is where you spend most of your working day. These extensions make it smarter without slowing it down.
I ran the same 30-minute recording through five transcription tools and counted every error. The results were not what I expected.
Your customers are emailing you the same five questions. Here's how to build a chatbot that handles them, without writing a single line of code.
Freelancing means doing everything yourself. AI means doing everything yourself but faster. Here is the practical workflow guide nobody else is writing.
AI can write your slides, design your layouts, and generate your images. It still cannot save you from putting 200 words on a single slide.
I generated 50 tracks across six AI music tools. Some of them are genuinely good. Some of them sound like a MIDI file from 1997.
AI isn't about firing your team. It's about cancelling the overpriced software subscriptions you're paying for. Here's the maths.
You do not need to understand AI to use it. You need to understand your business problems and pick the tool that solves them. Here are the ones worth your money.
I edited the same video with five different AI tools. The price difference between them is enormous. The quality difference is not.
Google does not penalise AI content. Google penalises bad content. The distinction matters, and most people get it wrong.
You're not stupid, you just haven't tried this stuff yet. Here's an honest starting point that won't waste your time or talk down to you.
If you are still doing research by opening twenty browser tabs and hoping your brain holds it all together, these tools are going to feel like cheating.
I spend about forty-five pounds per month on AI writing tools. Here is exactly what I pay for, what each tool does in my workflow, and why I have not cancelled any of them.
We built the same email-to-Slack summarisation workflow in all three. One was fast, one was cheap, and one was free. Here's which won.
These tools promise to handle 80% of your support tickets. The actual number is closer to 40%, but that 40% is still worth a fortune if you pick the right tool.
I used all three for real development work over two months. One of them is genuinely excellent. One is fine. One made me want to close my laptop.
You don't need 12 AI subscriptions. Five tools, capped at 10% of your monthly revenue, cover writing, design, project management, and automation.
Half of these tools will improve your open rates. The other half will get you flagged as spam. Here is how to tell the difference.
Every comparison ranks these three by vibes. This one ranks them by task, with a definitive winner for each. No fence-sitting, no 'it depends.'
If you're building things alone, your AI stack matters more than your framework choice. Here's exactly what I'd set up today if I was starting fresh.
I built the same landing page with five different AI website builders. Two of them produced something I would actually put on the internet.
Cursor just dropped 2.0 with multi-agent. Windsurf responded with Wave 13. Claude Code keeps climbing. I've been switching between all three and here's where things actually stand.
While Bolt and v0 argue about who makes the best prototype, Rork is quietly putting real apps on the App Store. That matters more than benchmarks.
One bloke built a WhatsApp AI relay as a weekend hack. Three weeks later it has 100K GitHub stars, three name changes, a crypto scam, and a security crisis.
Stop comparing these as chatbots. Claude Code is in a different league for developers. ChatGPT has Codex and web browsing. The real question is which ecosystem you need.
While designers argue about Figma plugins, Google shipped a model that turns any screenshot into a working landing page. For free. With no credit card.
I gave the same five prompts to ten different AI image generators and ranked the results. Some of these tools should be embarrassed.
Same prompt, four platforms, very different results. One of them actually made it to the App Store.
Anthropic's new flagship model launched February 5th. I've been using it daily for coding, writing, and research. Some of it is brilliant. Some of it is the same old story.
Grok generated an estimated 3 million sexualised images in 11 days, including an estimated 23,000 depicting children. Several countries have now banned it. This isn't a culture war thing. This is a basic decency thing.
You've got an image with a watermark you need gone. Here are the tools that actually work, tested on real images, with honest results.
Not 'free trial for 7 days then we charge you.' Actually free. Genuinely useful. These are the AI tools worth your time without spending a penny.
Half the 'free' background removal tools slap their own watermark on your image. The irony. Here are the ones that genuinely work for free.
Got a blurry photo from 2009 you wish was higher resolution? AI can actually fix that now. Here's how, and which tools do the best job.
Your university probably has an AI policy that nobody read. Here's what actually works for studying, writing, and research without getting yourself expelled.
You don't need a PhD in prompt engineering. You need about 15 minutes and these specific patterns that actually make AI give you better answers.
AI video went from 'blurry nightmare' to 'genuinely usable' in about six months. Here's how to actually make something with it.
You can spot most AI images from across the room. Here's how to make ones that people actually believe a human created.
AI can help with SEO. AI can also torpedo your rankings if you use it wrong. Here's the line between helpful and harmful.
The secret isn't finding the perfect AI. It's knowing how to edit AI output so it doesn't read like a corporate press release having an existential crisis.
I prepped for my last three interviews almost entirely with Claude. Got offers from two of them. Here are the exact prompts I used.
Google gave everyone a free AI research assistant that can turn any document into a podcast. Most people don't even know it exists.
The tells are everywhere once you know what to look for. And yes, I'm aware of the irony. No, this article wasn't written by AI.
While everyone argues about ChatGPT vs Claude, Perplexity quietly became the only AI tool I use every single day without thinking.
Nobody writes eulogies for dead SaaS products. So here's one. Pour one out for the tools that didn't make it.
Actually free. Not 'free for 7 days'. Not 'free but the free tier is useless'. Genuinely, properly free.
I know Copilot is rotting my brain. I also know I'll never go back to writing boilerplate by hand. Let's talk about it.
Full transparency on every AI subscription I pay for, what it costs, and whether I'd recommend it. Total: more than I'd like to admit.
Midjourney fans won't like number one. DALL-E fans won't like their ranking either. Sorry in advance.
You're probably subscribed to six AI tools and actually use two. Here's how to figure out which ones deserve your money.
Most AI writing sounds like it was written by a corporate robot having a breakdown. These tools actually produce stuff you'd want to read.