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Anthropic says its Claude AI now handles roughly ninety-five percent of internal analytics queries at the company, freeing employees to pull business data without waiting on dedicated data teams. Crucially, Anthropic credits the result not to model improvements but to disciplined data governance and clear semantic definitions — a reminder that infrastructure often matters more than the headline model.
Shifting from AI to compression, a developer has released a tool called zstd-auto, a wrapper around the widely used Zstandard compression algorithm that automatically selects the optimal compression level for a given workload. It's a small but practical quality-of-life fix for engineers who spend more time tuning parameters than they probably should.
And on a broader note, a long read in The New Yorker examines the life and legacy of philosopher Jürgen Habermas, framing his decades-long defense of rational public discourse as newly urgent. For a tech audience, it's worth sitting with — the erosion of shared communicative norms is as much a platform design problem as it is a philosophical one.
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