keypnchr

Stray observations, and marginalia.

These are fragments gathered along the way—moments marked, links worth noticing, and passing thoughts. Inclusion does NOT imply endorsement.
Very interesting up-to-date timeline of crypto fraud news
https://web3isgoinggreat.com/
The missing semester of your CS Education (security section worth a visit)
https://missing.csail.mit.edu
Searching a 37 GB text file in under 1 millisecond (in Python)
https://death.andgravity.com/
If you have to do homework, at least do it somewhere beautiful.
"Apple built an LLM into your Mac. apfel gives it a front door." apfel.franzai.com
First Friday, Bryan, TX.
Caveman for Claude: "75% less word. Brain still big." github.edu/
Fuji X-Half Classic Chrome 1/200 F3.2 ISO200
Rose snapshot.
"Shock! Shock! I learned yesterday that an open problem I'd been working on for several weeks had just been solved by Claude Opus 4.6 - Anthropic's hybrid reasoning model that had been released three weeks earlier! It seems that I'll have to revise my opinions about "generative AI" one of these days. What a joy it is to learn not only that my conjecture has a nice solution but also to celebrate this dramatic advance in automatic deduction and creative problem solving." — Donald Knuth stanford.edu/
Fuji X-Half Astia 1/250 F4.0 ISO200
Steps on the path.
Father of PageMaker, and coiner of "desktop publishing," dies. geekwire.com/
"Leading AIs from OpenAI, Anthropic and Google opted to use nuclear weapons in simulated war games in 95 per cent of cases." newscientist.com/
From a matplotlib maintainer: "An AI agent of unknown ownership autonomously wrote and published a personalized hit piece about me after I rejected its code, attempting to damage my reputation and shame me into accepting its changes into a mainstream python library." theshamblog.com/
"New in Claude Code: Remote Control. Kick off a task in your terminal and pick it up from your phone while you take a walk or join a meeting. Claude keeps running on your machine, and you can control the session from the Claude app or http://claude.ai/code" claude.com/
"We have identified industrial-scale campaigns by three AI laboratories—DeepSeek, Moonshot, and MiniMax—to illicitly extract Claude’s capabilities to improve their own models" anthropic.com/
Claude Code can now modernize COBOL code claude.com/
Yaupon berries. Fuji X-Half Velvia 1/2000 F2.8 ISO200
False spring is really here.
27-year-old Apple iBooks can still download official updates from Apple. reddit.com/
"The Most Expensive Party Balloon in History": on El Paso's airport shutdown. https://log.jasongodfrey.info/
Introducing GPT‑5.3‑Codex‑Spark openai.com/
"Addressing the risks of AI will require a mix of voluntary actions taken by companies (and private third-party actors) and actions taken by governments that bind everyone." darioamodei.com/
"Vibe coding actually works. It creates robust, complex systems that work. You can tell yourself (as I did) that it can’t possibly do that, but you are wrong. You can then tell yourself (as I did) that it’s good as a kind of alternative search engine for coding problems, but not much else. You are also wrong about that." stephenramsay.net
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