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News
Claude's invisible text watermark: what it can prove at work
2+ week, 4+ day ago (294+ words) Claude's new text watermark can indicate model involvement, but not authorship or misconduct. Learn what employers and publishers should—and should not—infer. Anthropic's approach is based on SynthID‑Text. When several next‑word choices are similarly valid, a secret…...
Infrastructure for Continuous Web Data Collection
4+ week, 1+ day ago (582+ words) Every pipeline sits on a fleet of outbound connections, and that fleet is the first thing target sites push back against. Cloudflare, Akamai, and DataDome fingerprint traffic well past the IP address now: TLS handshake order, HTTP/2 frame settings, header…...