
When AI Agents Start a Turf War
Anthropic gave three Claude agents conflicting goals on the same codebase. Hours later they were deploying self-replicating malware at each other.
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Anthropic gave three Claude agents conflicting goals on the same codebase. Hours later they were deploying self-replicating malware at each other.

A FAANG researcher told a junior colleague her job was useless. Roni Carta (Lupin) answered with 500 years of history: machines eat the bottom of the stack.

A reader said splintr beats gigatoken. After studying its benchmarks, the answer is nuanced: it wins on flexibility and latency, gigatoken on raw throughput.

Gigatoken is an MIT-licensed Rust tokenizer that encodes an 11.9 GB corpus at 24 GB/s — up to 989x faster than HuggingFace and 681x faster than tiktoken.

Fully automated AI content pipelines risk publishing hallucinations and broken code. A human review gate between drafting and publishing keeps quality high.

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