AAArjun Adhikariinblogs.thearjun.com·Jun 6 · 11 min readWhat Anthropic Actually Said About AI Building ItselfIn June 2026, Anthropic released a report called "When AI builds itself." The headlines made it sound like AI was on the verge of superintelligence in which machines were building better versions of t02L
AAArjun Adhikariinblogs.thearjun.com·Jun 2 · 11 min readHow Temperature, Top‑K, and Top‑P Control LLM Output — A Practical GuideWhen an LLM generates text, it isn't thinking in sentences. It computes a massive list of raw scores (logits) for its entire vocabulary, converts them into a probability distribution, and selects the 00
AAArjun Adhikariinblogs.thearjun.com·May 25 · 7 min readEnter launchd: The macOS Native Alternative to CronIf you've ever built an automated script like a Python crypto price scraper, a daily backup script, or an RSS archiver, you probably felt like a genius right up until the moment it failed to run. You 00
AAArjun Adhikariinblogs.thearjun.com·May 9 · 7 min readWhy Your ML Model Is Either Stubborn or Paranoid and How to Fix ItYou've shipped a model. It looks great on your training data. You put it in production and it falls apart. Or maybe the opposite, it works sometimes, wildly fails other times, with no pattern you can 10
AAArjun Adhikariinblogs.thearjun.com·May 1 · 4 min readExplaining Precision, Recall & F1 Without the ConfusionI used to spent few time tracing back these formulas every time someone mentioned them in a paper. This is the post I wish I had on day one. The Four Things That Can Happen Forget formulas for a sec20