Explore our collection of thoughtful analyses, engineering field reports, and opinionated perspectives on the AI frontier.
News
The White House unveiled America.gov on September 29, promising to turn 29,000 federal websites into a single conversational portal. Can an AI chatbot genuinely simplify bureaucracy, or do accuracy and privacy risks loom?
Mira Chen
AI Tools
Meta launched its personal AI agent Muse on WhatsApp and mobile apps to handle everyday errands, bookings, and budget tracking. Here is a hands-on review of what it can actually do, where it trips up, and whether you should trust it with your accounts.
Noah Adeyemi
Automation
Using a massive frontier LLM to make a simple boolean or routing decision is slow, costly, and prone to hallucinations. Here is how TypeSafe AI's new 'System One' decision model Jev aims to rethink agentic pipelines.
Eva Marchand
Machine Learning
Anthropic released Claude Opus 5.5 on September 22, promising Fable-grade reasoning, a 40% reduction in workflow costs, and big gains on Zapier's AutomationBench. But how does it hold up against GPT-6 Astra and GPT-6.1 Sol?
Mira Chen
Productivity
Meta's new Muse Charm and camera-free smart glasses promise to cure our smartphone addiction by handling quick tasks hands-free. But can wearable AI genuinely cut your screen time, or does it just add another screen to your day?
Eva Marchand
Programming
Don't rely on DevDay marketing benchmarks alone. Here is a practical, step-by-step testing framework to evaluate OpenAI's new GPT-6.1 Sol on real coding and automation tasks, complete with a scoring template and a worked example.
Mira Chen
AI Tools
OpenAI Dots are persistent, always-on AI agents that get their own cloud computer to run errands for you 24/7. Here is the ultimate beginner's guide to how Dots work, what they can do, pricing, and how they differ from ChatGPT.
Noah Adeyemi
AI Tools
Released alongside Dots at DevDay 2026, GPT-6.1 Sol brings near-Astra coding and workflow automation performance at one-fifth the token cost. Here is the full breakdown of benchmarks, pricing, and whether you should switch today.
Mira Chen
AI Tools
Confused about OpenAI Dots vs standard ChatGPT? Discover the fundamental shift from conversational chatbots to persistent background agents, when to delegate vs think, pricing differences, and how to decide which tool fits your daily workflow.
Eva Marchand