In the world of 10-digit error codes and countless hours spent troubleshooting, tech support professionals are the unsung heroes who keep our digital lives running smoothly. They are the patient, compassionate frontline warriors who, despite facing a relentless barrage of problems, never shy away from going the extra mile to fix them. There’s no denying,…
Gemini 3.5 Live Translate Is Harder Than It Looks Most people will read the announcement, nod approvingly, and move on. “Cool translation feature.” That’s the wrong read. What Google shipped this week with Gemini 3.5 Live Translate is one of the more technically demanding problems in applied audio ML, and the fact that it works…
An OpenAI model just disproved an 80-year-old math conjecture. Not assisted. Not suggested a direction. Found the actual counterexample that broke it. That sentence deserves more attention than it’s getting. The conjecture comes from Paul Erdős, one of the most prolific and influential mathematicians of the 20th century. Researchers Alex Wei, Hongxun Wu, and Thomas…
When a General-Purpose Model Beats the Specialists Chemists have a saying: structure is everything. Before you can modify a molecule, synthesize a drug candidate, or understand a reaction mechanism, you need to know what you’re actually looking at. For decades, the tool they’ve relied on for that is NMR spectroscopy. And the software built to…
GPT-Rosalind and the End of the Vertical AI Excuse For the past two years, the pitch from every life sciences AI startup has followed the same script. General models don’t understand protein folding, reaction mechanisms, or clinical trial design well enough to be useful in production. You need a domain-specific model trained on proprietary biomedical…
ChatGPT Just Got a Memory Upgrade That Actually Changes How the Product Works Most AI product announcements are noise. A new benchmark score, a slightly bigger context window, a marketing blog post dressed up as a technical deep-dive. This one is different, and I want to explain why I think it deserves more attention than…
The Number That Should Make Every ML Engineer Uncomfortable Anthropic just released internal performance data on Claude Mythos Preview, and I’ve been sitting with it for a few hours now. Not because it’s surprising, exactly. More because the specific numbers make something abstract feel very concrete, very fast. Let me walk through what they published….
OpenAI Isn’t Building a Better Code Editor Anymore Something shifted this week in how OpenAI is positioning Codex, and I think a lot of people in the developer community missed it because they were watching the wrong thing. The headline features look incremental on the surface. Codex Sites lets you turn an idea into a…
The Lone Researcher Just Got a Lab Most announcements from major AI labs land with a thud of hype and then quietly fade. This one is different. Google DeepMind just opened Co-Scientist to individual researchers through a new initiative called Gemini for Science, and I think the scientific community is sleeping on what this actually…
Anthropic Just Filed an S-1. The Safety Lab Is Becoming a Public Company. There is a version of this news that gets treated as a straightforward business milestone. Anthropic filed a confidential S-1 with the SEC. They raised $65 billion in a Series H at a $965 billion post-money valuation. Run-rate revenue crossed $4.7 billion….
Codex Just Broke the Mold for AI Coding Assistants Most AI coding tools are autocomplete with better PR. You sit there, prompt after prompt, shepherding every line like a distracted intern who needs constant supervision. OpenAI just changed the model, and I think most people are sleeping on what that actually means. This week, OpenAI…
