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InfrastructureDeepSeek Ties Your AI Bill to the Clock

DeepSeek Ties Your AI Bill to the Clock

DeepSeek will double its AI API rate during peak hours when V4 ships in mid-July 2026, the first major model to price tokens by time of day. For European operators, whose working afternoon lands in the cheaper off-peak window, workload timing becomes a real cost lever.

4 min read
CybersecurityA 29-Year-Old Squid Bug Leaks Cleartext Logins

A 29-Year-Old Squid Bug Leaks Cleartext Logins

Squidbleed (CVE-2026-47729) is a one-line flaw that let any user of a shared Squid proxy read other people's cleartext HTTP requests, including passwords and session tokens. It hid in default configs for 29 years, and an AI agent found it, not a human audit.

3 min read
InfrastructureYour AI Stack May Stop Caring Which Chip It Runs On

Your AI Stack May Stop Caring Which Chip It Runs On

Qualcomm is buying Modular, the startup Chris Lattner built, in an all-stock deal reported at roughly 4 billion dollars. It is paying for the layer that lets one AI model run on Nvidia, AMD or edge chips without a rewrite - the piece that decides how locked in your stack is.

3 min read
CybersecurityThis Malware Deletes Your Backups First

This Malware Deletes Your Backups First

A new attack kit called Avalon hunts your backup servers and deletes Windows shadow copies before its CrownX ransomware encrypts anything. It sat undetected for four months while evading nine major security tools.

3 min read
EnergyNew EU Data Centers Now Pay by the Border

New EU Data Centers Now Pay by the Border

On 1 July 2026 Finland raised its data-center electricity tax roughly 44-fold and Germany began mandating waste-heat reuse. Siting is now a policy decision. What operators should model before signing land.

3 min read

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