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The Pirated Corpus Was Always a Balance-Sheet Item | Abhishek Shankar's Blog Anthropic's $1.5 billion settlement is being read as a deterrent. It is much closer to a tariff — a price tag on an arbitrage that produced an asset worth more than the tariff itself, and an arbitrage that is now closed for everyone else. The corpus is go...
Reducing OpenClaw token usage TL;DR Link to heading I had reduced my OpenClaw heartbeat cadence a few weeks ago expecting a big drop in LLM credit usage. It barely moved the bill. Digging into the per-call usage logs, I found that every persistent session had compactionCount: 0, so ea...
Don't Outsource the Learning Right now, it's too easy to let AI write the code while you skip the learning. The bug gets fixed. Your mental model doesn't move. We are silently trading fu...
Mitigating Ongoing Registry Supply Chain Attacks | Ethan Hawksley They are only becoming more frequent and more damaging.
Bun's problem may be developing in the open As soon as people found a Bun branch mentioning an experiment to use an LLM to port the existing Zig code to Rust, they went mad.
Learning to write (again) I saw a post on twitter/X that had a screenshot of a prompt that they gave to Claude. The prompt was something like "If you were a human, what is some small ...
Tokenomics: the 62.5-minute rule for Claude's cache | Ryan Skidmore Is it more efficient to refresh the 5-min cache, let it expire, or just rely compaction?
What Do You Actually Want? Many companies treat AI as a tooling question. Often they cannot even state clearly what they actually want.
Effective use of HTML with Agents My thoughts after experimenting with HTML as the output format for AI.
We lost our imagination We lost our imagination. It’s not because of AI. Not everybody had it before AI, but the people who had it lost it too.
What Matters in Production RAG Most of us build RAG the same way: follow a tutorial that embeds a handful of PDFs, stores the vectors in a local Chroma instance, and chains everything together with LangChain (if that's still a thing). The demo works. The answer looks reasonable. Then y...
Learning-focused CTFs are Facing a Restructure As LLMs supercharge CTF automation, the community must adapt to ensure learning incentives remain effective.
Coding on Paper About three months ago, I bought the Onyx BOOX 25.3” Mira Pro Color, an e-ink monitor for desktop use. I’ve used it as my primary monitor since, and I’ve had a lot of questions about it. This is my experience report, from the perspective of a working, sti...
