Five Common Failure Modes in FLUX Illustration LoRA Training

I have trained more than a dozen FLUX LoRAs over the last several months, almost all of them aimed at illustration styles. Editorial flat vector, brush-painted, line-art-with-fills, hand-drawn cartoon. A few worked. Most hallucinated in reproducible ways the existing public write-ups skip past or hide behind cherry-picked sample grids. This is a write-up of how … Read more

Are New Turing Tests Measuring Intelligence or Human Anxiety?

The Moving Goalposts: Why New Turing Tests Prove Human Immaturity, Not AI Failure I have spent my entire life, starting from my university days, working with information—not just writing texts, but conducting statistical analysis of news streams. Today, scrolling through news feeds, I get a persistent feeling that humanity has finally realized how catastrophically fast … Read more

New AI Benchmarks Are Testing Consistency Instead of Memorization

We are living through a massive shift in software development. Everywhere you look, developers are building new applications powered by artificial intelligence. They plug a language model into their backend to handle customer support or analyze data. On the surface, these tools look incredibly capable. They write beautiful emails. They summarize fifty-page documents in seconds. … Read more

How to watch Nvidia’s Computex keynote

Watch the stream below. | Image: NVIDIA NVIDIA’s CEO Jensen Huang is set to take the stage for his GTC Taipei keynote at 8PM PT / 11PM ET. You can watch all the announcements here and embedded below. Rumors have been flying about what to expect from today’s presentation, but the big one is the … Read more

Navigating Claude Code: Skills That Actually Fire

Previously in the series The Bare Minimum Setup CLAUDE.md Done Right Models, Tiers, and Effort The Context Window Tax Hooks That Guard Your Code MCP Servers Worth Adding Introduction Skills are one of those Claude Code features that seem straightforward until you actually try to use them consistently. The idea is simple: write a markdown … Read more